diff --git a/README.md b/README.md
index fe0fcb7..329b594 100644
--- a/README.md
+++ b/README.md
@@ -77,18 +77,18 @@ This curated list contains 270 awesome open-source projects with a total of 1.1M
-ruff (π₯35 Β· β 49K Β· π) - An extremely fast Python linter and code formatter, written in Rust. MIT
+ruff (π₯35 Β· β 49K) - An extremely fast Python linter and code formatter, written in Rust. MIT
-- [GitHub]() (π¨βπ» 930 Β· π 2.2K Β· π¦ 220K):
+- [GitHub]() (π¨βπ» 940 Β· π 2.3K Β· π¦ 220K):
```
git clone https://github.com/charliermarsh/ruff
```
-- [PyPi](https://pypi.org/project/ruff) (π₯ 290M / month Β· π¦ 79K Β· β±οΈ 16.07.2026):
+- [PyPi](https://pypi.org/project/ruff) (π₯ 330M / month Β· π¦ 84K Β· β±οΈ 07.08.2026):
```
pip install ruff
```
-- [Conda](https://anaconda.org/conda-forge/ruff) (π₯ 7.8M Β· β±οΈ 16.07.2026):
+- [Conda](https://anaconda.org/conda-forge/ruff) (π₯ 8.2M Β· β±οΈ 08.08.2026):
```
conda install -c conda-forge ruff
```
@@ -100,23 +100,23 @@ This curated list contains 270 awesome open-source projects with a total of 1.1M
```
git clone https://github.com/PyCQA/pylint
```
-- [PyPi](https://pypi.org/project/pylint) (π₯ 69M / month Β· π¦ 13K Β· β±οΈ 14.06.2026):
+- [PyPi](https://pypi.org/project/pylint) (π₯ 65M / month Β· π¦ 14K Β· β±οΈ 09.08.2026):
```
pip install pylint
```
-- [Conda](https://anaconda.org/conda-forge/pylint) (π₯ 8.4M Β· β±οΈ 14.06.2026):
+- [Conda](https://anaconda.org/conda-forge/pylint) (π₯ 8.5M Β· β±οΈ 10.08.2026):
```
conda install -c conda-forge pylint
```
flake8 (π₯33 Β· β 3.8K) - Flake8 is a wrapper around these tools: PyFlakes; pycodestyle; Ned.. MIT
+flake8 (π₯32 Β· β 3.8K) - Flake8 is a wrapper around these tools: PyFlakes; pycodestyle; Ned.. MIT
- [GitHub](https://github.com/PyCQA/flake8) (π¨βπ» 180 Β· π 350 Β· π¦ 690K):
```
git clone https://github.com/PyCQA/flake8
```
-- [PyPi](https://pypi.org/project/flake8) (π₯ 56M / month Β· π¦ 27K Β· β±οΈ 20.06.2025):
+- [PyPi](https://pypi.org/project/flake8) (π₯ 57M / month Β· π¦ 27K Β· β±οΈ 20.06.2025):
```
pip install flake8
```
@@ -125,48 +125,48 @@ This curated list contains 270 awesome open-source projects with a total of 1.1M
conda install -c conda-forge flake8
```
parso (π₯31 Β· β 670) - A Python Parser. MIT
+parso (π₯30 Β· β 670) - A Python Parser. MIT
-- [GitHub](https://github.com/davidhalter/parso) (π¨βπ» 52 Β· π 120 Β· π¦ 600K):
+- [GitHub](https://github.com/davidhalter/parso) (π¨βπ» 54 Β· π 120 Β· π¦ 610K):
```
git clone https://github.com/davidhalter/parso
```
-- [PyPi](https://pypi.org/project/parso) (π₯ 130M / month Β· π¦ 1.2K Β· β±οΈ 01.05.2026):
+- [PyPi](https://pypi.org/project/parso) (π₯ 140M / month Β· π¦ 1.2K Β· β±οΈ 01.05.2026):
```
pip install parso
```
-- [Conda](https://anaconda.org/conda-forge/parso) (π₯ 39M Β· β±οΈ 02.05.2026):
+- [Conda](https://anaconda.org/conda-forge/parso) (π₯ 40M Β· β±οΈ 02.05.2026):
```
conda install -c conda-forge parso
```
wemake-python-styleguide (π₯29 Β· β 2.9K) - The strictest and most opinionated python linter ever!. MIT
-- [GitHub](https://github.com/wemake-services/wemake-python-styleguide) (π¨βπ» 220 Β· π 420 Β· π¦ 18K):
+- [GitHub](https://github.com/wemake-services/wemake-python-styleguide) (π¨βπ» 230 Β· π 420 Β· π¦ 18K):
```
git clone https://github.com/wemake-services/wemake-python-styleguide
```
-- [PyPi](https://pypi.org/project/wemake-python-styleguide) (π₯ 280K / month Β· π¦ 130 Β· β±οΈ 27.04.2026):
+- [PyPi](https://pypi.org/project/wemake-python-styleguide) (π₯ 280K / month Β· π¦ 130 Β· β±οΈ 31.07.2026):
```
pip install wemake-python-styleguide
```
flake8-bugbear (π₯28 Β· β 1.1K) - A plugin for Flake8 finding likely bugs and design problems.. MIT 
+beartype (π₯28 Β· β 3.5K) - Unbearably fast near-real-time pure-Python runtime-static type-checker. MIT
-- [GitHub](https://github.com/PyCQA/flake8-bugbear) (π¨βπ» 93 Β· π 120 Β· π¦ 43K):
+- [GitHub](https://github.com/beartype/beartype) (π¨βπ» 33 Β· π 80 Β· π¦ 14K):
```
- git clone https://github.com/PyCQA/flake8-bugbear
+ git clone https://github.com/beartype/beartype
```
-- [PyPi](https://pypi.org/project/flake8-bugbear) (π₯ 4.7M / month Β· π¦ 1.5K Β· β±οΈ 29.11.2025):
+- [PyPi](https://pypi.org/project/beartype) (π₯ 99M / month Β· π¦ 1.3K Β· β±οΈ 08.08.2026):
```
- pip install flake8-bugbear
+ pip install beartype
```
-- [Conda](https://anaconda.org/conda-forge/flake8-bugbear) (π₯ 920K Β· β±οΈ 02.12.2025):
+- [Conda](https://anaconda.org/conda-forge/beartype) (π₯ 800K Β· β±οΈ 14.12.2025):
```
- conda install -c conda-forge flake8-bugbear
+ conda install -c conda-forge beartype
```
pycodestyle (π₯27 Β· β 5.2K Β· π€) - Simple Python style checker in one Python file. MIT
@@ -176,7 +176,7 @@ This curated list contains 270 awesome open-source projects with a total of 1.1M
```
git clone https://github.com/PyCQA/pycodestyle
```
-- [PyPi](https://pypi.org/project/pycodestyle) (π₯ 86M / month Β· π¦ 2.2K Β· β±οΈ 20.06.2025):
+- [PyPi](https://pypi.org/project/pycodestyle) (π₯ 85M / month Β· π¦ 2.2K Β· β±οΈ 20.06.2025):
```
pip install pycodestyle
```
@@ -185,20 +185,20 @@ This curated list contains 270 awesome open-source projects with a total of 1.1M
conda install -c conda-forge pycodestyle
```
beartype (π₯27 Β· β 3.4K) - Unbearably fast near-real-time pure-Python runtime-static type-checker. MIT
+flake8-bugbear (π₯27 Β· β 1.1K) - A plugin for Flake8 finding likely bugs and design problems.. MIT
-- [GitHub](https://github.com/beartype/beartype) (π¨βπ» 33 Β· π 72 Β· π¦ 13K):
+- [GitHub](https://github.com/PyCQA/flake8-bugbear) (π¨βπ» 93 Β· π 120 Β· π¦ 43K):
```
- git clone https://github.com/beartype/beartype
+ git clone https://github.com/PyCQA/flake8-bugbear
```
-- [PyPi](https://pypi.org/project/beartype) (π₯ 98M / month Β· π¦ 900 Β· β±οΈ 13.12.2025):
+- [PyPi](https://pypi.org/project/flake8-bugbear) (π₯ 4.7M / month Β· π¦ 1.5K Β· β±οΈ 29.11.2025):
```
- pip install beartype
+ pip install flake8-bugbear
```
-- [Conda](https://anaconda.org/conda-forge/beartype) (π₯ 770K Β· β±οΈ 14.12.2025):
+- [Conda](https://anaconda.org/conda-forge/flake8-bugbear) (π₯ 930K Β· β±οΈ 02.12.2025):
```
- conda install -c conda-forge beartype
+ conda install -c conda-forge flake8-bugbear
```
hacking (π₯26 Β· β 240) - OpenStack Hacking Style Checks. Mirror of code maintained at.. Apache-2
@@ -208,27 +208,11 @@ This curated list contains 270 awesome open-source projects with a total of 1.1M
```
git clone https://github.com/openstack/hacking
```
-- [PyPi](https://pypi.org/project/hacking) (π₯ 210K / month Β· π¦ 110 Β· β±οΈ 11.06.2026):
+- [PyPi](https://pypi.org/project/hacking) (π₯ 160K / month Β· π¦ 110 Β· β±οΈ 11.06.2026):
```
pip install hacking
```
mypy-protobuf (π₯25 Β· β 710) - Generate mypy stub files from protobuf specs. Apache-2
-
-- [GitHub]() (π¨βπ» 40 Β· π 81 Β· π¦ 4.7K):
-
- ```
- git clone https://github.com/dropbox/mypy-protobuf
- ```
-- [PyPi](https://pypi.org/project/mypy-protobuf) (π₯ 9.9M / month Β· π¦ 300 Β· β±οΈ 28.04.2026):
- ```
- pip install mypy-protobuf
- ```
-- [Conda](https://anaconda.org/conda-forge/mypy-protobuf) (π₯ 190K Β· β±οΈ 28.04.2026):
- ```
- conda install -c conda-forge mypy-protobuf
- ```
-pylint-django (π₯25 Β· β 620) - A Pylint plugin to help Pylint understand the Django.. βοΈGPL-3.0 
- [GitHub]() (π¨βπ» 73 Β· π 120 Β· π¦ 33K):
@@ -236,7 +220,7 @@ This curated list contains 270 awesome open-source projects with a total of 1.1M
```
git clone https://github.com/PyCQA/pylint-django
```
-- [PyPi](https://pypi.org/project/pylint-django) (π₯ 2.1M / month Β· π¦ 180 Β· β±οΈ 11.07.2026):
+- [PyPi](https://pypi.org/project/pylint-django) (π₯ 2.3M / month Β· π¦ 180 Β· β±οΈ 11.07.2026):
```
pip install pylint-django
```
@@ -252,7 +236,7 @@ This curated list contains 270 awesome open-source projects with a total of 1.1M
```
git clone https://github.com/gforcada/flake8-isort
```
-- [PyPi](https://pypi.org/project/flake8-isort) (π₯ 2.1M / month Β· π¦ 630 Β· β±οΈ 25.10.2025):
+- [PyPi](https://pypi.org/project/flake8-isort) (π₯ 1.6M / month Β· π¦ 630 Β· β±οΈ 25.10.2025):
```
pip install flake8-isort
```
@@ -268,7 +252,7 @@ This curated list contains 270 awesome open-source projects with a total of 1.1M
```
git clone https://github.com/adamchainz/flake8-comprehensions
```
-- [PyPi](https://pypi.org/project/flake8-comprehensions) (π₯ 1.8M / month Β· π¦ 780 Β· β±οΈ 09.09.2025):
+- [PyPi](https://pypi.org/project/flake8-comprehensions) (π₯ 1.7M / month Β· π¦ 780 Β· β±οΈ 09.09.2025):
```
pip install flake8-comprehensions
```
@@ -284,31 +268,15 @@ This curated list contains 270 awesome open-source projects with a total of 1.1M
```
git clone https://github.com/mgedmin/check-manifest
```
-- [PyPi](https://pypi.org/project/check-manifest) (π₯ 980K / month Β· π¦ 5K Β· β±οΈ 15.10.2025):
+- [PyPi](https://pypi.org/project/check-manifest) (π₯ 910K / month Β· π¦ 5K Β· β±οΈ 15.10.2025):
```
pip install check-manifest
```
-- [Conda](https://anaconda.org/conda-forge/check-manifest) (π₯ 210K Β· β±οΈ 15.10.2025):
+- [Conda](https://anaconda.org/conda-forge/check-manifest) (π₯ 220K Β· β±οΈ 15.10.2025):
```
conda install -c conda-forge check-manifest
```
flake8-import-order (π₯22 Β· β 280) - Flake8 plugin that checks import order against.. βοΈLGPL-3.0
-
-- [GitHub](https://github.com/PyCQA/flake8-import-order) (π¨βπ» 50 Β· π 73):
-
- ```
- git clone https://github.com/PyCQA/flake8-import-order
- ```
-- [PyPi](https://pypi.org/project/flake8-import-order) (π₯ 1.6M / month Β· π¦ 650 Β· β±οΈ 24.06.2025):
- ```
- pip install flake8-import-order
- ```
-- [Conda](https://anaconda.org/conda-forge/flake8-import-order) (π₯ 580K Β· β±οΈ 26.06.2025):
- ```
- conda install -c conda-forge flake8-import-order
- ```
-flake8-black (π₯22 Β· β 160 Β· π€) - flake8 plugin to run black for checking Python coding style. MIT
- [GitHub](https://github.com/peterjc/flake8-black) (π¨βπ» 11 Β· π 11 Β· π¦ 8.8K):
@@ -325,14 +293,14 @@ This curated list contains 270 awesome open-source projects with a total of 1.1M
conda install -c conda-forge flake8-black
```
flake8-commas (π₯22 Β· β 130) - Flake8 extension for enforcing trailing commas in python. MIT
+flake8-commas (π₯22 Β· β 130 Β· π€) - Flake8 extension for enforcing trailing commas in python. MIT
- [GitHub](https://github.com/PyCQA/flake8-commas) (π¨βπ» 15 Β· π 30 Β· π¦ 19K):
```
git clone https://github.com/PyCQA/flake8-commas
```
-- [PyPi](https://pypi.org/project/flake8-commas) (π₯ 310K / month Β· π¦ 220 Β· β±οΈ 16.05.2024):
+- [PyPi](https://pypi.org/project/flake8-commas) (π₯ 300K / month Β· π¦ 220 Β· β±οΈ 16.05.2024):
```
pip install flake8-commas
```
@@ -344,28 +312,48 @@ This curated list contains 270 awesome open-source projects with a total of 1.1M
```
git clone https://github.com/gforcada/flake8-builtins
```
-- [PyPi](https://pypi.org/project/flake8-builtins) (π₯ 970K / month Β· π¦ 590 Β· β±οΈ 25.10.2025):
+- [PyPi](https://pypi.org/project/flake8-builtins) (π₯ 940K / month Β· π¦ 590 Β· β±οΈ 25.10.2025):
```
pip install flake8-builtins
```
-- [Conda](https://anaconda.org/conda-forge/flake8-builtins) (π₯ 680K Β· β±οΈ 27.10.2025):
+- [Conda](https://anaconda.org/conda-forge/flake8-builtins) (π₯ 700K Β· β±οΈ 27.10.2025):
```
conda install -c conda-forge flake8-builtins
```
nitpick (π₯20 Β· β 410 Β· π€) - Enforce the same settings on multiple projects. MIT
+mypy-protobuf (π₯21 Β· β 710 Β· π) - Generate mypy stub files from protobuf specs. Apache-2
-- [GitHub](https://github.com/andreoliwa/nitpick) (π¨βπ» 18 Β· π 24 Β· π¦ 1.4K):
+- [GitHub]() (π¨βπ» 40 Β· π 82 Β· π¦ 4.7K):
```
- git clone https://github.com/andreoliwa/nitpick
+ git clone https://github.com/dropbox/mypy-protobuf
```
-- [PyPi](https://pypi.org/project/nitpick) (π₯ 11K / month Β· π¦ 26 Β· β±οΈ 30.11.2025):
+- [PyPi](https://pypi.org/project/mypy-protobuf) (π¦ 300 Β· β±οΈ 28.04.2026):
```
- pip install nitpick
+ pip install mypy-protobuf
+ ```
+- [Conda](https://anaconda.org/conda-forge/mypy-protobuf) (π₯ 190K Β· β±οΈ 28.04.2026):
+ ```
+ conda install -c conda-forge mypy-protobuf
+ ```
+flake8-import-order (π₯21 Β· β 280) - Flake8 plugin that checks import order against.. βοΈLGPL-3.0
+
+- [GitHub](https://github.com/PyCQA/flake8-import-order) (π¨βπ» 50 Β· π 73):
+
+ ```
+ git clone https://github.com/PyCQA/flake8-import-order
+ ```
+- [PyPi](https://pypi.org/project/flake8-import-order) (π₯ 1.6M / month Β· π¦ 650 Β· β±οΈ 24.06.2025):
+ ```
+ pip install flake8-import-order
+ ```
+- [Conda](https://anaconda.org/conda-forge/flake8-import-order) (π₯ 600K Β· β±οΈ 26.06.2025):
+ ```
+ conda install -c conda-forge flake8-import-order
```
flake8-simplify (π₯19 Β· β 200) - A flake8 plugin that helps you to simplify code. MIT
+flake8-simplify (π₯19 Β· β 200 Β· π€) - A flake8 plugin that helps you to simplify code. MIT
- [GitHub](https://github.com/MartinThoma/flake8-simplify) (π¨βπ» 16 Β· π 23):
@@ -376,14 +364,26 @@ This curated list contains 270 awesome open-source projects with a total of 1.1M
```
pip install flake8-simplify
```
-- [Conda](https://anaconda.org/conda-forge/flake8-simplify) (π₯ 75K Β· β±οΈ 06.01.2026):
+- [Conda](https://anaconda.org/conda-forge/flake8-simplify) (π₯ 77K Β· β±οΈ 06.01.2026):
```
conda install -c conda-forge flake8-simplify
```
nitpick (π₯17 Β· β 410 Β· π€) - Enforce the same settings on multiple projects. MIT
+
+- [GitHub](https://github.com/andreoliwa/nitpick) (π¨βπ» 18 Β· π 24):
+
+ ```
+ git clone https://github.com/andreoliwa/nitpick
+ ```
+- [PyPi](https://pypi.org/project/nitpick) (π₯ 23K / month Β· π¦ 26 Β· β±οΈ 30.11.2025):
+ ```
+ pip install nitpick
+ ```
+Show 20 hidden projects...
-- pyflakes (π₯30 Β· β 1.4K Β· π) - A simple program which checks Python source files for errors. MIT
+- pyflakes (π₯30 Β· β 1.4K Β· π) - A simple program which checks Python source files for errors. MIT
- pydocstyle (π₯28 Β· β 1.1K Β· π) - docstring style checker. MIT
- pep8-naming (π₯25 Β· β 530 Β· π) - Naming Convention checker for Python. βοΈSaxpath
- darglint (π₯25 Β· β 480 Β· π) - A python documentation linter which checks that the docstring.. MIT
@@ -393,8 +393,8 @@ This curated list contains 270 awesome open-source projects with a total of 1.1M
- data-science-types (π₯21 Β· β 200 Β· π) - Type stubs for Python machine learning libraries. Apache-2
- coala (π₯20 Β· β 3.6K Β· π) - coala provides a unified command-line interface for linting and.. βοΈAGPL-3.0
- flake8-bandit (π₯20 Β· β 110 Β· π) - Automated security testing using bandit and flake8. MIT MIT βUnlicensed
+- Fixit (π₯19 Β· β 690 Β· π€) - Advanced Python linting framework with auto-fixes and.. βUnlicensed
+- pandas-vet (π₯18 Β· β 170 Β· π) - A plugin for Flake8 that checks pandas code. MIT MIT βοΈGPL-2.0 MIT
@@ -410,26 +410,26 @@ This curated list contains 270 awesome open-source projects with a total of 1.1M
-pyright (π₯31 Β· β 16K) - Static Type Checker for Python. MIT
+pyright (π₯30 Β· β 16K) - Static Type Checker for Python. MIT
- [GitHub](https://github.com/Microsoft/pyright) (π¨βπ» 150 Β· π 1.8K Β· π¦ 1.7K):
```
git clone https://github.com/Microsoft/pyright
```
-- [npm](https://www.npmjs.com/package/pyright) (π₯ 3.3M / month Β· π¦ 95 Β· β±οΈ 25.06.2026):
+- [npm](https://www.npmjs.com/package/pyright) (π₯ 3.1M / month Β· π¦ 110 Β· β±οΈ 12.08.2026):
```
npm install pyright
```
pyre-check (π₯23 Β· β 7.2K) - Performant type-checking for python. MIT
+pyre-check (π₯24 Β· β 7.2K) - Performant type-checking for python. MIT
- [GitHub](https://github.com/facebook/pyre-check) (π¨βπ» 310 Β· π 450 Β· π¦ 24):
```
git clone https://github.com/facebook/pyre-check
```
-- [PyPi](https://pypi.org/project/pyre-check) (π₯ 210K / month Β· π¦ 87 Β· β±οΈ 07.07.2025):
+- [PyPi](https://pypi.org/project/pyre-check) (π₯ 240K / month Β· π¦ 110 Β· β±οΈ 06.08.2026):
```
pip install pyre-check
```
@@ -446,14 +446,14 @@ This curated list contains 270 awesome open-source projects with a total of 1.1M
-black (π₯36 Β· β 42K) - The uncompromising Python code formatter. MIT
+black (π₯37 Β· β 42K) - The uncompromising Python code formatter. MIT
-- [GitHub](https://github.com/psf/black) (π¨βπ» 540 Β· π 2.8K Β· π¦ 690K):
+- [GitHub](https://github.com/psf/black) (π¨βπ» 550 Β· π 2.8K Β· π¦ 690K):
```
git clone https://github.com/psf/black
```
-- [PyPi](https://pypi.org/project/black) (π₯ 160M / month Β· π¦ 64K Β· β±οΈ 18.05.2026):
+- [PyPi](https://pypi.org/project/black) (π₯ 180M / month Β· π¦ 66K Β· β±οΈ 18.05.2026):
```
pip install black
```
@@ -462,18 +462,18 @@ This curated list contains 270 awesome open-source projects with a total of 1.1M
conda install -c conda-forge black
```
isort (π₯34 Β· β 7K) - A Python utility / library to sort imports. MIT
+isort (π₯33 Β· β 6.9K) - A Python utility / library to sort imports. MIT
-- [GitHub](https://github.com/PyCQA/isort) (π¨βπ» 350 Β· π 660 Β· π¦ 580K):
+- [GitHub](https://github.com/PyCQA/isort) (π¨βπ» 350 Β· π 670 Β· π¦ 580K):
```
git clone https://github.com/PyCQA/isort
```
-- [PyPi](https://pypi.org/project/isort) (π₯ 120M / month Β· π¦ 29K Β· β±οΈ 12.07.2026):
+- [PyPi](https://pypi.org/project/isort) (π₯ 140M / month Β· π¦ 29K Β· β±οΈ 08.08.2026):
```
pip install isort
```
-- [Conda](https://anaconda.org/conda-forge/isort) (π₯ 9.7M Β· β±οΈ 28.02.2026):
+- [Conda](https://anaconda.org/conda-forge/isort) (π₯ 9.9M Β· β±οΈ 28.02.2026):
```
conda install -c conda-forge isort
```
@@ -485,7 +485,7 @@ This curated list contains 270 awesome open-source projects with a total of 1.1M
```
git clone https://github.com/google/yapf
```
-- [PyPi](https://pypi.org/project/yapf) (π₯ 9.1M / month Β· π¦ 1.3K Β· β±οΈ 14.11.2024):
+- [PyPi](https://pypi.org/project/yapf) (π₯ 9.2M / month Β· π¦ 1.3K Β· β±οΈ 14.11.2024):
```
pip install yapf
```
@@ -498,8 +498,8 @@ This curated list contains 270 awesome open-source projects with a total of 1.1M
- autopep8 (π₯29 Β· β 4.6K Β· π) - A tool that automatically formats Python code to conform to the PEP.. MIT
- docformatter (π₯22 Β· β 590) - Formats docstrings to follow PEP 257. βUnlicensed
+- autoimport (π₯16 Β· β 96 Β· π) - Autoimport automatically fixes wrong import statements. βοΈGPL-3.0
- pyformat (π₯16 Β· β 94 Β· π) - Formats Python code to follow a consistent style. βοΈSaxpath
-- autoimport (π₯15 Β· β 96 Β· π) - Autoimport automatically fixes wrong import statements. βοΈGPL-3.0
@@ -518,35 +518,35 @@ This curated list contains 270 awesome open-source projects with a total of 1.1M
```
pip install jedi
```
-- [Conda](https://anaconda.org/conda-forge/jedi) (π₯ 40M Β· β±οΈ 23.06.2026):
+- [Conda](https://anaconda.org/conda-forge/jedi) (π₯ 41M Β· β±οΈ 23.06.2026):
```
conda install -c conda-forge jedi
```
vulture (π₯27 Β· β 4.7K) - Find dead Python code. MIT
-- [GitHub](https://github.com/jendrikseipp/vulture) (π¨βπ» 54 Β· π 190 Β· π¦ 7.5K):
+- [GitHub](https://github.com/jendrikseipp/vulture) (π¨βπ» 55 Β· π 200 Β· π¦ 7.7K):
```
git clone https://github.com/jendrikseipp/vulture
```
-- [PyPi](https://pypi.org/project/vulture) (π₯ 9.9M / month Β· π¦ 660 Β· β±οΈ 25.03.2026):
+- [PyPi](https://pypi.org/project/vulture) (π₯ 12M / month Β· π¦ 660 Β· β±οΈ 25.03.2026):
```
pip install vulture
```
-- [Conda](https://anaconda.org/conda-forge/vulture) (π₯ 240K Β· β±οΈ 26.03.2026):
+- [Conda](https://anaconda.org/conda-forge/vulture) (π₯ 250K Β· β±οΈ 26.03.2026):
```
conda install -c conda-forge vulture
```
rope (π₯27 Β· β 2.1K Β· π€) - a python refactoring library. βοΈLGPL-3.0
+rope (π₯27 Β· β 2.2K Β· π€) - a python refactoring library. βοΈLGPL-3.0
-- [GitHub](https://github.com/python-rope/rope) (π¨βπ» 85 Β· π 170 Β· π¦ 79K):
+- [GitHub](https://github.com/python-rope/rope) (π¨βπ» 85 Β· π 190 Β· π¦ 79K):
```
git clone https://github.com/python-rope/rope
```
-- [PyPi](https://pypi.org/project/rope) (π₯ 1.5M / month Β· π¦ 320 Β· β±οΈ 12.07.2025):
+- [PyPi](https://pypi.org/project/rope) (π₯ 1.6M / month Β· π¦ 320 Β· β±οΈ 12.07.2025):
```
pip install rope
```
@@ -562,53 +562,53 @@ This curated list contains 270 awesome open-source projects with a total of 1.1M
```
git clone https://github.com/asottile/pyupgrade
```
-- [PyPi](https://pypi.org/project/pyupgrade) (π₯ 1.7M / month Β· π¦ 630 Β· β±οΈ 19.11.2025):
+- [PyPi](https://pypi.org/project/pyupgrade) (π₯ 1.6M / month Β· π¦ 630 Β· β±οΈ 19.11.2025):
```
pip install pyupgrade
```
-- [Conda](https://anaconda.org/conda-forge/pyupgrade) (π₯ 980K Β· β±οΈ 19.11.2025):
+- [Conda](https://anaconda.org/conda-forge/pyupgrade) (π₯ 1M Β· β±οΈ 19.11.2025):
```
conda install -c conda-forge pyupgrade
```
autoflake (π₯24 Β· β 960) - Removes unused imports and unused variables. MIT
+autoflake (π₯23 Β· β 960) - Removes unused imports and unused variables. MIT
-- [GitHub]() (π¨βπ» 41 Β· π 87):
+- [GitHub]() (π¨βπ» 42 Β· π 87):
```
git clone https://github.com/myint/autoflake
```
-- [PyPi](https://pypi.org/project/autoflake) (π₯ 5.9M / month Β· π¦ 1.4K Β· β±οΈ 20.02.2026):
+- [PyPi](https://pypi.org/project/autoflake) (π₯ 7.3M / month Β· π¦ 1.4K Β· β±οΈ 20.02.2026):
```
pip install autoflake
```
-- [Conda](https://anaconda.org/conda-forge/autoflake) (π₯ 680K Β· β±οΈ 20.02.2026):
+- [Conda](https://anaconda.org/conda-forge/autoflake) (π₯ 690K Β· β±οΈ 20.02.2026):
```
conda install -c conda-forge autoflake
```
unimport (π₯19 Β· β 250) - The ultimate linter and formatter for removing unused import statements.. MIT
+add-trailing-comma (π₯18 Β· β 370 Β· π€) - A tool (and pre-commit hook) to automatically add.. MIT
-- [GitHub]() (π¨βπ» 16 Β· π 21 Β· π¦ 170):
+- [GitHub](https://github.com/asottile/add-trailing-comma) (π¨βπ» 11 Β· π 29):
```
- git clone https://github.com/hakancelik96/unimport
+ git clone https://github.com/asottile/add-trailing-comma
```
-- [PyPi](https://pypi.org/project/unimport) (π₯ 48K / month Β· π¦ 45 Β· β±οΈ 02.06.2026):
+- [PyPi](https://pypi.org/project/add-trailing-comma) (π₯ 89K / month Β· π¦ 41 Β· β±οΈ 10.10.2025):
```
- pip install unimport
+ pip install add-trailing-comma
```
add-trailing-comma (π₯18 Β· β 370 Β· π€) - A tool (and pre-commit hook) to automatically add.. MIT
+unimport (π₯18 Β· β 250) - The ultimate linter and formatter for removing unused import statements.. MIT
-- [GitHub](https://github.com/asottile/add-trailing-comma) (π¨βπ» 11 Β· π 29):
+- [GitHub]() (π¨βπ» 16 Β· π 21 Β· π¦ 170):
```
- git clone https://github.com/asottile/add-trailing-comma
+ git clone https://github.com/hakancelik96/unimport
```
-- [PyPi](https://pypi.org/project/add-trailing-comma) (π₯ 81K / month Β· π¦ 41 Β· β±οΈ 10.10.2025):
+- [PyPi](https://pypi.org/project/unimport) (π₯ 52K / month Β· π¦ 45 Β· β±οΈ 02.06.2026):
```
- pip install add-trailing-comma
+ pip install unimport
```
massedit (π₯15 Β· β 120 Β· π€) - Programmatically edit text files with Python. Useful for source to.. MIT
@@ -618,7 +618,7 @@ This curated list contains 270 awesome open-source projects with a total of 1.1M
```
git clone https://github.com/elmotec/massedit
```
-- [PyPi](https://pypi.org/project/massedit) (π₯ 1.9K / month Β· π¦ 3 Β· β±οΈ 21.09.2025):
+- [PyPi](https://pypi.org/project/massedit) (π₯ 2.1K / month Β· π¦ 3 Β· β±οΈ 21.09.2025):
```
pip install massedit
```
@@ -628,9 +628,9 @@ This curated list contains 270 awesome open-source projects with a total of 1.1M
- MonkeyType (π₯21 Β· β 4.9K Β· π) - A Python library that generates static type annotations by.. BSD-3
- redbaron (π₯21 Β· β 720 Β· π) - Bottom-up approach to refactoring in python. βοΈLGPL-3.0
- eradicate (π₯21 Β· β 220 Β· π€) - Removes commented-out code. βοΈSaxpath
+- Bowler (π₯20 Β· β 1.6K Β· π) - Safe code refactoring for modern Python. MIT
- baron (π₯20 Β· β 300 Β· π) - IDE allow you to refactor code, Baron allows you to write.. βοΈLGPL-3.0
-- Bowler (π₯19 Β· β 1.6K Β· π) - Safe code refactoring for modern Python. MIT
-- pyannotate (π₯19 Β· β 1.4K Β· π) - Auto-generate PEP-484 annotations. Apache-2
+- pyannotate (π₯18 Β· β 1.4K Β· π) - Auto-generate PEP-484 annotations. Apache-2
- unify (π₯18 Β· β 94 Β· π) - Modifies strings to all use the same quote where possible. MIT
- com2ann (π₯17 Β· β 160 Β· π) - Tool for translation type comments to type annotations in Python. MIT
- retype (π₯13 Β· β 140 Β· π) - Re-apply type annotations from .pyi stubs to your codebase. MIT
@@ -642,30 +642,30 @@ This curated list contains 270 awesome open-source projects with a total of 1.1M
-bandit (π₯32 Β· β 8.1K) - Bandit is a tool designed to find common security issues in Python.. Apache-2
+bandit (π₯30 Β· β 8.1K Β· π) - Bandit is a tool designed to find common security issues in.. Apache-2
-- [GitHub](https://github.com/PyCQA/bandit) (π¨βπ» 200 Β· π 780 Β· π¦ 67K):
+- [GitHub](https://github.com/PyCQA/bandit) (π¨βπ» 200 Β· π 780 Β· π¦ 68K):
```
git clone https://github.com/PyCQA/bandit
```
-- [PyPi](https://pypi.org/project/bandit) (π₯ 27M / month Β· π¦ 3.4K Β· β±οΈ 25.02.2026):
+- [PyPi](https://pypi.org/project/bandit) (π₯ 30M / month Β· π¦ 3.4K Β· β±οΈ 25.02.2026):
```
pip install bandit
```
-- [Conda](https://anaconda.org/conda-forge/bandit) (π₯ 690K Β· β±οΈ 25.02.2026):
+- [Conda](https://anaconda.org/conda-forge/bandit) (π₯ 710K Β· β±οΈ 25.02.2026):
```
conda install -c conda-forge bandit
```
safety (π₯30 Β· β 2K) - Safety checks Python dependencies for known security vulnerabilities and.. MIT
+safety (π₯29 Β· β 2K) - Safety checks Python dependencies for known security vulnerabilities and.. MIT
- [GitHub](https://github.com/pyupio/safety) (π¨βπ» 56 Β· π 180 Β· π¦ 20K):
```
git clone https://github.com/pyupio/safety
```
-- [PyPi](https://pypi.org/project/safety) (π₯ 4.8M / month Β· π¦ 1.4K Β· β±οΈ 29.05.2026):
+- [PyPi](https://pypi.org/project/safety) (π₯ 4.7M / month Β· π¦ 1.4K Β· β±οΈ 29.05.2026):
```
pip install safety
```
@@ -674,30 +674,30 @@ This curated list contains 270 awesome open-source projects with a total of 1.1M
conda install -c conda-forge safety
```
sqlmap (π₯25 Β· β 38K Β· π) - Automatic SQL injection and database takeover tool. βοΈGPL-3.0
+sqlmap (π₯25 Β· β 38K) - Automatic SQL injection and database takeover tool. βοΈGPL-3.0
- [GitHub](https://github.com/sqlmapproject/sqlmap) (π¨βπ» 160 Β· π 6.3K Β· π¦ 24):
```
git clone https://github.com/sqlmapproject/sqlmap
```
-- [PyPi](https://pypi.org/project/sqlmap) (π₯ 61K / month Β· π¦ 13 Β· β±οΈ 01.07.2026):
+- [PyPi](https://pypi.org/project/sqlmap) (π₯ 63K / month Β· π¦ 13 Β· β±οΈ 04.08.2026):
```
pip install sqlmap
```
dlint (π₯18 Β· β 180) - Dlint is a tool for encouraging best coding practices and helping ensure.. BSD-3
+dlint (π₯18 Β· β 180 Β· π€) - Dlint is a tool for encouraging best coding practices and helping.. BSD-3
- [GitHub](https://github.com/dlint-py/dlint) (π¨βπ» 16 Β· π 17):
```
git clone https://github.com/dlint-py/dlint
```
-- [PyPi](https://pypi.org/project/dlint) (π₯ 93K / month Β· π¦ 110 Β· β±οΈ 31.10.2024):
+- [PyPi](https://pypi.org/project/dlint) (π₯ 86K / month Β· π¦ 110 Β· β±οΈ 31.10.2024):
```
pip install dlint
```
-- [Conda](https://anaconda.org/conda-forge/dlint) (π₯ 14K Β· β±οΈ 22.04.2025):
+- [Conda](https://anaconda.org/conda-forge/dlint) (π₯ 15K Β· β±οΈ 22.04.2025):
```
conda install -c conda-forge dlint
```
@@ -706,8 +706,8 @@ This curated list contains 270 awesome open-source projects with a total of 1.1M
- pyarmor (π₯26 Β· β 5.1K) - A tool used to obfuscate python scripts, bind obfuscated scripts.. βοΈSGI-B-2.0
- detect-secrets (π₯24 Β· β 4.2K Β· π) - An enterprise friendly way of detecting and preventing.. Apache-2
-- dodgy (π₯19 Β· β 120 Β· π) - Dodgy: Searches for dodgy looking lines in Python code. MIT
- pyt (π₯16 Β· β 2.2K Β· π) - A Static Analysis Tool for Detecting Security Vulnerabilities in.. βοΈGPL-2.0
+- dodgy (π₯16 Β· β 120 Β· π) - Dodgy: Searches for dodgy looking lines in Python code. MIT
@@ -722,11 +722,11 @@ This curated list contains 270 awesome open-source projects with a total of 1.1M
```
git clone https://github.com/pypa/virtualenv
```
-- [PyPi](https://pypi.org/project/virtualenv) (π₯ 500M / month Β· π¦ 2.2K Β· β±οΈ 21.07.2026):
+- [PyPi](https://pypi.org/project/virtualenv) (π₯ 550M / month Β· π¦ 2.2K Β· β±οΈ 10.08.2026):
```
pip install virtualenv
```
-- [Conda](https://anaconda.org/conda-forge/virtualenv) (π₯ 23M Β· β±οΈ 21.07.2026):
+- [Conda](https://anaconda.org/conda-forge/virtualenv) (π₯ 23M Β· β±οΈ 11.08.2026):
```
conda install -c conda-forge virtualenv
```
@@ -738,11 +738,11 @@ This curated list contains 270 awesome open-source projects with a total of 1.1M
```
git clone https://github.com/pypa/pipenv
```
-- [PyPi](https://pypi.org/project/pipenv) (π₯ 26M / month Β· π¦ 260 Β· β±οΈ 08.06.2026):
+- [PyPi](https://pypi.org/project/pipenv) (π₯ 26M / month Β· π¦ 260 Β· β±οΈ 04.08.2026):
```
pip install pipenv
```
-- [Conda](https://anaconda.org/conda-forge/pipenv) (π₯ 350K Β· β±οΈ 08.06.2026):
+- [Conda](https://anaconda.org/conda-forge/pipenv) (π₯ 360K Β· β±οΈ 04.08.2026):
```
conda install -c conda-forge pipenv
```
@@ -754,11 +754,11 @@ This curated list contains 270 awesome open-source projects with a total of 1.1M
```
git clone https://github.com/ekalinin/nodeenv
```
-- [PyPi](https://pypi.org/project/nodeenv) (π₯ 190M / month Β· π¦ 410 Β· β±οΈ 20.12.2025):
+- [PyPi](https://pypi.org/project/nodeenv) (π₯ 220M / month Β· π¦ 410 Β· β±οΈ 20.12.2025):
```
pip install nodeenv
```
-- [Conda](https://anaconda.org/conda-forge/nodeenv) (π₯ 9.1M Β· β±οΈ 20.12.2025):
+- [Conda](https://anaconda.org/conda-forge/nodeenv) (π₯ 9.5M Β· β±οΈ 20.12.2025):
```
conda install -c conda-forge nodeenv
```
@@ -769,8 +769,8 @@ This curated list contains 270 awesome open-source projects with a total of 1.1M
- pyenv-virtualenv (π₯14 Β· β 6.3K Β· π) - a pyenv plugin to manage virtualenv (a.k.a. python-.. MIT
- vex (π₯14 Β· β 350 Β· π) - Run a command in the named virtualenv. MIT
- pyenv-installer (π₯12 Β· β 3.9K Β· π) - This tool is used to install `pyenv` and friends. MIT
-- freshenv (π₯12 Β· β 150 Β· π) - Provision, share, manage local and cloud developer environments. MPL-2.0
- dh-virtualenv (π₯11 Β· β 1.6K Β· π) - Python virtualenvs in Debian packages. βοΈGPL-2.0
+- freshenv (π₯11 Β· β 150 Β· π) - Provision, share, manage local and cloud developer environments. MPL-2.0
- pipenv-pipes (π₯10 Β· β 130 Β· π) - A PipEnv Environment Switcher. MIT
@@ -779,78 +779,78 @@ This curated list contains 270 awesome open-source projects with a total of 1.1M
-pip (π₯36 Β· β 10K Β· π) - The Python package installer. MIT
+pip (π₯36 Β· β 10K) - The Python package installer. MIT
- [GitHub](https://github.com/pypa/pip) (π¨βπ» 900 Β· π 3.3K Β· π¦ 250K):
```
git clone https://github.com/pypa/pip
```
-- [PyPi](https://pypi.org/project/pip) (π₯ 580M / month Β· π¦ 6.1K Β· β±οΈ 31.05.2026):
+- [PyPi](https://pypi.org/project/pip) (π₯ 690M / month Β· π¦ 6.2K Β· β±οΈ 04.08.2026):
```
pip install pip
```
-- [Conda](https://anaconda.org/conda-forge/pip) (π₯ 230M Β· β±οΈ 31.05.2026):
+- [Conda](https://anaconda.org/conda-forge/pip) (π₯ 240M Β· β±οΈ 05.08.2026):
```
conda install -c conda-forge pip
```
poetry (π₯32 Β· β 34K) - Python packaging and dependency management made easy. MIT
-- [GitHub](https://github.com/python-poetry/poetry) (π¨βπ» 660 Β· π 2.5K):
+- [GitHub](https://github.com/python-poetry/poetry) (π¨βπ» 670 Β· π 2.5K):
```
git clone https://github.com/python-poetry/poetry
```
-- [PyPi](https://pypi.org/project/poetry) (π₯ 83M / month Β· π¦ 920 Β· β±οΈ 09.05.2026):
+- [PyPi](https://pypi.org/project/poetry) (π₯ 82M / month Β· π¦ 920 Β· β±οΈ 09.05.2026):
```
pip install poetry
```
-- [Conda](https://anaconda.org/conda-forge/poetry) (π₯ 8.2M Β· β±οΈ 09.05.2026):
+- [Conda](https://anaconda.org/conda-forge/poetry) (π₯ 8.3M Β· β±οΈ 09.05.2026):
```
conda install -c conda-forge poetry
```
pipx (π₯31 Β· β 13K) - Install and Run Python Applications in Isolated Environments. MIT
-- [GitHub](https://github.com/pypa/pipx) (π¨βπ» 200 Β· π 580 Β· π¦ 4.9K):
+- [GitHub](https://github.com/pypa/pipx) (π¨βπ» 210 Β· π 590 Β· π¦ 4.9K):
```
git clone https://github.com/pypa/pipx
```
-- [PyPi](https://pypi.org/project/pipx) (π₯ 6.9M / month Β· π¦ 100 Β· β±οΈ 21.07.2026):
+- [PyPi](https://pypi.org/project/pipx) (π₯ 7.3M / month Β· π¦ 110 Β· β±οΈ 04.08.2026):
```
pip install pipx
```
-- [Conda](https://anaconda.org/conda-forge/pipx) (π₯ 240K Β· β±οΈ 05.06.2026):
+- [Conda](https://anaconda.org/conda-forge/pipx) (π₯ 250K Β· β±οΈ 05.06.2026):
```
conda install -c conda-forge pipx
```
pip-tools (π₯31 Β· β 8K) - A set of tools to keep your pinned Python dependencies fresh. BSD-3
-- [GitHub](https://github.com/jazzband/pip-tools) (π¨βπ» 230 Β· π 660 Β· π¦ 38K):
+- [GitHub](https://github.com/jazzband/pip-tools) (π¨βπ» 230 Β· π 670 Β· π¦ 38K):
```
git clone https://github.com/jazzband/pip-tools
```
-- [PyPi](https://pypi.org/project/pip-tools) (π₯ 17M / month Β· π¦ 3.1K Β· β±οΈ 18.07.2026):
+- [PyPi](https://pypi.org/project/pip-tools) (π₯ 17M / month Β· π¦ 3.2K Β· β±οΈ 12.08.2026):
```
pip install pip-tools
```
-- [Conda](https://anaconda.org/conda-forge/pip-tools) (π₯ 340K Β· β±οΈ 18.07.2026):
+- [Conda](https://anaconda.org/conda-forge/pip-tools) (π₯ 360K Β· β±οΈ 18.07.2026):
```
conda install -c conda-forge pip-tools
```
PDM (π₯30 Β· β 8.6K) - A modern Python package and dependency manager supporting the latest PEP.. MIT
+PDM (π₯30 Β· β 8.7K) - A modern Python package and dependency manager supporting the latest PEP.. MIT
-- [GitHub](https://github.com/pdm-project/pdm) (π¨βπ» 250 Β· π 480 Β· π¦ 620):
+- [GitHub](https://github.com/pdm-project/pdm) (π¨βπ» 260 Β· π 480 Β· π¦ 630):
```
git clone https://github.com/pdm-project/pdm
```
-- [PyPi](https://pypi.org/project/pdm) (π₯ 12M / month Β· π¦ 240 Β· β±οΈ 23.06.2026):
+- [PyPi](https://pypi.org/project/pdm) (π₯ 12M / month Β· π¦ 240 Β· β±οΈ 11.08.2026):
```
pip install pdm
```
@@ -859,18 +859,18 @@ This curated list contains 270 awesome open-source projects with a total of 1.1M
conda install -c conda-forge pdm
```
conda (π₯30 Β· β 7.4K Β· π) - A system-level, binary package and environment manager running on all.. BSD-3
+conda (π₯30 Β· β 7.5K) - A system-level, binary package and environment manager running on all.. BSD-3
- [GitHub](https://github.com/conda/conda) (π¨βπ» 500 Β· π 2.2K Β· π¦ 52K):
```
git clone https://github.com/conda/conda
```
-- [PyPi](https://pypi.org/project/conda) (π₯ 5.5K / month Β· π¦ 83 Β· β±οΈ 22.04.2017):
+- [PyPi](https://pypi.org/project/conda) (π₯ 5.3K / month Β· π¦ 83 Β· β±οΈ 22.04.2017):
```
pip install conda
```
-- [Conda](https://anaconda.org/conda-forge/conda) (π₯ 78M Β· β±οΈ 01.07.2026):
+- [Conda](https://anaconda.org/conda-forge/conda) (π₯ 79M Β· β±οΈ 03.08.2026):
```
conda install -c conda-forge conda
```
@@ -882,7 +882,7 @@ This curated list contains 270 awesome open-source projects with a total of 1.1M
```
git clone https://github.com/bndr/pipreqs
```
-- [PyPi](https://pypi.org/project/pipreqs) (π₯ 940K / month Β· π¦ 320 Β· β±οΈ 18.02.2024):
+- [PyPi](https://pypi.org/project/pipreqs) (π₯ 910K / month Β· π¦ 320 Β· β±οΈ 18.02.2024):
```
pip install pipreqs
```
@@ -893,31 +893,31 @@ This curated list contains 270 awesome open-source projects with a total of 1.1M
mamba (π₯20 Β· β 8.1K) - The Fast Cross-Platform Package Manager. BSD-3
-- [GitHub](https://github.com/mamba-org/mamba) (π¨βπ» 180 Β· π 440):
+- [GitHub](https://github.com/mamba-org/mamba) (π¨βπ» 190 Β· π 440):
```
git clone https://github.com/mamba-org/mamba
```
-- [Conda](https://anaconda.org/conda-forge/mamba) (π₯ 27M Β· β±οΈ 08.06.2026):
+- [Conda](https://anaconda.org/conda-forge/mamba) (π₯ 27M Β· β±οΈ 07.08.2026):
```
conda install -c conda-forge mamba
```
pyflow (π₯16 Β· β 1.3K Β· π€) - An installation and dependency system for Python. MIT
+pyflow (π₯18 Β· β 1.3K Β· π€) - An installation and dependency system for Python. MIT
- [GitHub](https://github.com/David-OConnor/pyflow) (π¨βπ» 30 Β· π 48 Β· π¦ 44):
```
git clone https://github.com/David-OConnor/pyflow
```
-- [PyPi](https://pypi.org/project/pyflow) (π¦ 1 Β· β±οΈ 02.07.2021):
+- [PyPi](https://pypi.org/project/pyflow) (π₯ 420 / month Β· π¦ 1 Β· β±οΈ 02.07.2021):
```
pip install pyflow
```
Show 2 hidden projects...
-- dephell (π₯20 Β· β 1.8K Β· π) - Python project management. Manage packages: convert between formats,.. MIT
+- dephell (π₯21 Β· β 1.8K Β· π) - Python project management. Manage packages: convert between formats,.. MIT
- pip-run (π₯15 Β· β 140 Β· π) - pip-run - dynamic dependency loader for Python. βUnlicensed
@@ -933,23 +933,23 @@ This curated list contains 270 awesome open-source projects with a total of 1.1M
```
git clone https://github.com/PyCQA/mccabe
```
-- [PyPi](https://pypi.org/project/mccabe) (π₯ 90M / month Β· π¦ 930 Β· β±οΈ 24.01.2022):
+- [PyPi](https://pypi.org/project/mccabe) (π₯ 93M / month Β· π¦ 930 Β· β±οΈ 24.01.2022):
```
pip install mccabe
```
-- [Conda](https://anaconda.org/conda-forge/mccabe) (π₯ 12M Β· β±οΈ 22.04.2025):
+- [Conda](https://anaconda.org/conda-forge/mccabe) (π₯ 13M Β· β±οΈ 22.04.2025):
```
conda install -c conda-forge mccabe
```
prospector (π₯26 Β· β 2.1K) - Prospector is a tool to analyse Python code by aggregating the.. βοΈGPL-2.0
-- [GitHub]() (π¨βπ» 98 Β· π 180 Β· π¦ 5.5K):
+- [GitHub]() (π¨βπ» 98 Β· π 180 Β· π¦ 5.6K):
```
git clone https://github.com/PyCQA/prospector
```
-- [PyPi](https://pypi.org/project/prospector) (π₯ 460K / month Β· π¦ 310 Β· β±οΈ 16.07.2026):
+- [PyPi](https://pypi.org/project/prospector) (π₯ 480K / month Β· π¦ 310 Β· β±οΈ 16.07.2026):
```
pip install prospector
```
@@ -965,7 +965,7 @@ This curated list contains 270 awesome open-source projects with a total of 1.1M
```
git clone https://github.com/tonybaloney/wily
```
-- [PyPi](https://pypi.org/project/wily) (π₯ 54K / month Β· π¦ 14 Β· β±οΈ 26.04.2026):
+- [PyPi](https://pypi.org/project/wily) (π₯ 57K / month Β· π¦ 14 Β· β±οΈ 26.04.2026):
```
pip install wily
```
@@ -982,61 +982,61 @@ This curated list contains 270 awesome open-source projects with a total of 1.1M
-rich (π₯36 Β· β 56K) - Rich is a Python library for rich text and beautiful formatting in the terminal. MIT
+tqdm (π₯37 Β· β 31K) - A Fast, Extensible Progress Bar for Python and CLI. MPL-2.0
-- [GitHub](https://github.com/Textualize/rich) (π¨βπ» 290 Β· π 2.2K Β· π¦ 550K):
+- [GitHub](https://github.com/tqdm/tqdm) (π¨βπ» 150 Β· π 1.5K Β· π¦ 1.2M):
```
- git clone https://github.com/Textualize/rich
+ git clone https://github.com/tqdm/tqdm
```
-- [PyPi](https://pypi.org/project/rich) (π₯ 590M / month Β· π¦ 44K Β· β±οΈ 12.04.2026):
+- [PyPi](https://pypi.org/project/tqdm) (π₯ 670M / month Β· π¦ 59K Β· β±οΈ 27.07.2026):
```
- pip install rich
+ pip install tqdm
```
-- [Conda](https://anaconda.org/conda-forge/rich) (π₯ 23M Β· β±οΈ 12.04.2026):
+- [Conda](https://anaconda.org/conda-forge/tqdm) (π₯ 55M Β· β±οΈ 27.07.2026):
```
- conda install -c conda-forge rich
+ conda install -c conda-forge tqdm
+ ```
+- [Docker Hub](https://hub.docker.com/r/tqdm/tqdm) (π₯ 8.6K Β· β 3 Β· β±οΈ 08.08.2026):
+ ```
+ docker pull tqdm/tqdm
```
tqdm (π₯36 Β· β 31K) - A Fast, Extensible Progress Bar for Python and CLI. MPL-2.0
+rich (π₯36 Β· β 56K) - Rich is a Python library for rich text and beautiful formatting in the terminal. MIT
-- [GitHub](https://github.com/tqdm/tqdm) (π¨βπ» 130 Β· π 1.5K Β· π¦ 1.2M):
+- [GitHub](https://github.com/Textualize/rich) (π¨βπ» 290 Β· π 2.2K Β· π¦ 560K):
```
- git clone https://github.com/tqdm/tqdm
- ```
-- [PyPi](https://pypi.org/project/tqdm) (π₯ 610M / month Β· π¦ 58K Β· β±οΈ 17.07.2026):
- ```
- pip install tqdm
+ git clone https://github.com/Textualize/rich
```
-- [Conda](https://anaconda.org/conda-forge/tqdm) (π₯ 54M Β· β±οΈ 18.07.2026):
+- [PyPi](https://pypi.org/project/rich) (π₯ 640M / month Β· π¦ 44K Β· β±οΈ 12.04.2026):
```
- conda install -c conda-forge tqdm
+ pip install rich
```
-- [Docker Hub](https://hub.docker.com/r/tqdm/tqdm) (π₯ 7.6K Β· β 3 Β· β±οΈ 18.07.2026):
+- [Conda](https://anaconda.org/conda-forge/rich) (π₯ 24M Β· β±οΈ 12.04.2026):
```
- docker pull tqdm/tqdm
+ conda install -c conda-forge rich
```
loguru (π₯32 Β· β 24K) - Python logging made (stupidly) simple. MIT
+loguru (π₯31 Β· β 24K) - Python logging made (stupidly) simple. MIT
- [GitHub](https://github.com/Delgan/loguru) (π¨βπ» 77 Β· π 800 Β· π¦ 160K):
```
git clone https://github.com/Delgan/loguru
```
-- [PyPi](https://pypi.org/project/loguru) (π₯ 77M / month Β· π¦ 15K Β· β±οΈ 06.12.2024):
+- [PyPi](https://pypi.org/project/loguru) (π₯ 82M / month Β· π¦ 15K Β· β±οΈ 06.12.2024):
```
pip install loguru
```
-- [Conda](https://anaconda.org/conda-forge/loguru) (π₯ 4.6M Β· β±οΈ 16.01.2026):
+- [Conda](https://anaconda.org/conda-forge/loguru) (π₯ 4.8M Β· β±οΈ 16.01.2026):
```
conda install -c conda-forge loguru
```
structlog (π₯31 Β· β 4.8K) - Simple, powerful, and fast logging for Python. Apache-2
+structlog (π₯31 Β· β 4.8K) - Simple, powerful, and fast logging for Python. Apache-2
-- [GitHub](https://github.com/hynek/structlog) (π¨βπ» 140 Β· π 280 Β· π¦ 36K):
+- [GitHub](https://github.com/hynek/structlog) (π¨βπ» 140 Β· π 280 Β· π¦ 37K):
```
git clone https://github.com/hynek/structlog
@@ -1045,44 +1045,44 @@ This curated list contains 270 awesome open-source projects with a total of 1.1M
```
pip install structlog
```
-- [Conda](https://anaconda.org/conda-forge/structlog) (π₯ 1.4M Β· β±οΈ 06.06.2026):
+- [Conda](https://anaconda.org/conda-forge/structlog) (π₯ 1.5M Β· β±οΈ 06.06.2026):
```
conda install -c conda-forge structlog
```
tabulate (π₯30 Β· β 2.6K) - Pretty-print tabular data in Python, a library and a command-line.. MIT
+sentry-sdk (π₯31 Β· β 2.2K) - The official Python SDK for Sentry.io. MIT
-- [GitHub](https://github.com/astanin/python-tabulate) (π¨βπ» 110 Β· π 190):
+- [GitHub](https://github.com/getsentry/sentry-python) (π¨βπ» 350 Β· π 650):
```
- git clone https://github.com/astanin/python-tabulate
+ git clone https://github.com/getsentry/sentry-python
```
-- [PyPi](https://pypi.org/project/tabulate) (π₯ 230M / month Β· π¦ 12K Β· β±οΈ 04.03.2026):
+- [PyPi](https://pypi.org/project/sentry-sdk) (π₯ 180M / month Β· π¦ 1.9K Β· β±οΈ 13.08.2026):
```
- pip install tabulate
+ pip install sentry-sdk
```
-- [Conda](https://anaconda.org/conda-forge/tabulate) (π₯ 13M Β· β±οΈ 05.03.2026):
+- [Conda](https://anaconda.org/conda-forge/sentry-sdk) (π₯ 1.9M Β· β±οΈ 10.08.2026):
```
- conda install -c conda-forge tabulate
+ conda install -c conda-forge sentry-sdk
```
sentry-sdk (π₯30 Β· β 2.2K) - The official Python SDK for Sentry.io. MIT
+tabulate (π₯30 Β· β 2.6K) - Pretty-print tabular data in Python, a library and a command-line.. MIT
-- [GitHub](https://github.com/getsentry/sentry-python) (π¨βπ» 340 Β· π 640):
+- [GitHub](https://github.com/astanin/python-tabulate) (π¨βπ» 110 Β· π 200):
```
- git clone https://github.com/getsentry/sentry-python
+ git clone https://github.com/astanin/python-tabulate
```
-- [PyPi](https://pypi.org/project/sentry-sdk) (π₯ 150M / month Β· π¦ 1.8K Β· β±οΈ 22.07.2026):
+- [PyPi](https://pypi.org/project/tabulate) (π₯ 240M / month Β· π¦ 12K Β· β±οΈ 04.03.2026):
```
- pip install sentry-sdk
+ pip install tabulate
```
-- [Conda](https://anaconda.org/conda-forge/sentry-sdk) (π₯ 1.9M Β· β±οΈ 22.07.2026):
+- [Conda](https://anaconda.org/conda-forge/tabulate) (π₯ 14M Β· β±οΈ 05.03.2026):
```
- conda install -c conda-forge sentry-sdk
+ conda install -c conda-forge tabulate
```
python-json-logger (π₯29 Β· β 1.8K Β· π) - Json Formatter for the standard python logger. BSD-2
+python-json-logger (π₯29 Β· β 1.8K) - Json Formatter for the standard python logger. BSD-2
- [GitHub](https://github.com/madzak/python-json-logger) (π¨βπ» 64 Β· π 230):
@@ -1093,23 +1093,23 @@ This curated list contains 270 awesome open-source projects with a total of 1.1M
```
pip install python-json-logger
```
-- [Conda](https://anaconda.org/conda-forge/python-json-logger) (π₯ 17M Β· β±οΈ 09.06.2026):
+- [Conda](https://anaconda.org/conda-forge/python-json-logger) (π₯ 18M Β· β±οΈ 09.06.2026):
```
conda install -c conda-forge python-json-logger
```
colorlog (π₯29 Β· β 970) - A colored formatter for the python logging module. MIT
-- [GitHub](https://github.com/borntyping/python-colorlog) (π¨βπ» 37 Β· π 99 Β· π¦ 67K):
+- [GitHub](https://github.com/borntyping/python-colorlog) (π¨βπ» 37 Β· π 99 Β· π¦ 68K):
```
git clone https://github.com/borntyping/python-colorlog
```
-- [PyPi](https://pypi.org/project/colorlog) (π₯ 63M / month Β· π¦ 3.2K Β· β±οΈ 23.07.2026):
+- [PyPi](https://pypi.org/project/colorlog) (π₯ 64M / month Β· π¦ 3.2K Β· β±οΈ 23.07.2026):
```
pip install colorlog
```
-- [Conda](https://anaconda.org/conda-forge/colorlog) (π₯ 7.4M Β· β±οΈ 18.07.2026):
+- [Conda](https://anaconda.org/conda-forge/colorlog) (π₯ 7.5M Β· β±οΈ 18.07.2026):
```
conda install -c conda-forge colorlog
```
@@ -1121,34 +1121,34 @@ This curated list contains 270 awesome open-source projects with a total of 1.1M
```
git clone https://github.com/xolox/python-coloredlogs
```
-- [PyPi](https://pypi.org/project/coloredlogs) (π₯ 37M / month Β· π¦ 1.9K Β· β±οΈ 11.06.2021):
+- [PyPi](https://pypi.org/project/coloredlogs) (π₯ 40M / month Β· π¦ 1.9K Β· β±οΈ 11.06.2021):
```
pip install coloredlogs
```
-- [Conda](https://anaconda.org/anaconda/coloredlogs) (π₯ 24K Β· β±οΈ 03.11.2025):
+- [Conda](https://anaconda.org/anaconda/coloredlogs) (π₯ 25K Β· β±οΈ 03.11.2025):
```
conda install -c anaconda coloredlogs
```
alive-progress (π₯26 Β· β 5.9K) - A new kind of Progress Bar, with real-time throughput, ETA, and.. MIT
-- [GitHub](https://github.com/rsalmei/alive-progress) (π¨βπ» 11 Β· π 210 Β· π¦ 5.1K):
+- [GitHub](https://github.com/rsalmei/alive-progress) (π¨βπ» 11 Β· π 210 Β· π¦ 5.2K):
```
git clone https://github.com/rsalmei/alive-progress
```
-- [PyPi](https://pypi.org/project/alive-progress) (π₯ 3.6M / month Β· π¦ 590 Β· β±οΈ 20.07.2025):
+- [PyPi](https://pypi.org/project/alive-progress) (π₯ 3.8M / month Β· π¦ 590 Β· β±οΈ 20.07.2025):
```
pip install alive-progress
```
-- [Conda](https://anaconda.org/conda-forge/alive-progress) (π₯ 320K Β· β±οΈ 08.03.2026):
+- [Conda](https://anaconda.org/conda-forge/alive-progress) (π₯ 330K Β· β±οΈ 08.03.2026):
```
conda install -c conda-forge alive-progress
```
progressbar2 (π₯25 Β· β 880) - Progressbar 2 - A progress bar for Python 2 and Python 3 - pip.. BSD-3
-- [GitHub](https://github.com/WoLpH/python-progressbar) (π¨βπ» 120 Β· π 100):
+- [GitHub](https://github.com/WoLpH/python-progressbar) (π¨βπ» 130 Β· π 110):
```
git clone https://github.com/WoLpH/python-progressbar
@@ -1157,7 +1157,7 @@ This curated list contains 270 awesome open-source projects with a total of 1.1M
```
pip install progressbar2
```
-- [Conda](https://anaconda.org/conda-forge/progressbar2) (π₯ 5.2M Β· β±οΈ 22.04.2025):
+- [Conda](https://anaconda.org/conda-forge/progressbar2) (π₯ 5.3M Β· β±οΈ 22.04.2025):
```
conda install -c conda-forge progressbar2
```
@@ -1169,47 +1169,47 @@ This curated list contains 270 awesome open-source projects with a total of 1.1M
```
git clone https://github.com/Qix-/better-exceptions
```
-- [PyPi](https://pypi.org/project/better-exceptions) (π₯ 600K / month Β· π¦ 100 Β· β±οΈ 29.01.2021):
+- [PyPi](https://pypi.org/project/better-exceptions) (π₯ 510K / month Β· π¦ 100 Β· β±οΈ 29.01.2021):
```
pip install better-exceptions
```
rebound (π₯22 Β· β 4.1K) - Command-line tool that instantly fetches Stack Overflow results.. βοΈGPL-3.0
+stackprinter (π₯22 Β· β 1.3K) - Debugging-friendly exceptions for Python. MIT
-- [GitHub](https://github.com/shobrook/rebound) (π¨βπ» 16 Β· π 380):
+- [GitHub](https://github.com/cknd/stackprinter) (π¨βπ» 9 Β· π 42 Β· π¦ 450):
```
- git clone https://github.com/shobrook/rebound
+ git clone https://github.com/cknd/stackprinter
```
-- [PyPi](https://pypi.org/project/rebound) (π₯ 45K / month Β· π¦ 59 Β· β±οΈ 22.07.2026):
+- [PyPi](https://pypi.org/project/stackprinter) (π₯ 420K / month Β· π¦ 54 Β· β±οΈ 17.04.2026):
```
- pip install rebound
+ pip install stackprinter
```
-- [Conda](https://anaconda.org/conda-forge/rebound) (π₯ 1.3M Β· β±οΈ 10.07.2026):
+- [Conda](https://anaconda.org/conda-forge/stackprinter) (π₯ 21K Β· β±οΈ 20.04.2026):
```
- conda install -c conda-forge rebound
+ conda install -c conda-forge stackprinter
```
stackprinter (π₯22 Β· β 1.3K) - Debugging-friendly exceptions for Python. MIT
+rebound (π₯21 Β· β 4.1K) - Command-line tool that instantly fetches Stack Overflow results.. βοΈGPL-3.0
-- [GitHub](https://github.com/cknd/stackprinter) (π¨βπ» 9 Β· π 42 Β· π¦ 450):
+- [GitHub](https://github.com/shobrook/rebound) (π¨βπ» 16 Β· π 380):
```
- git clone https://github.com/cknd/stackprinter
+ git clone https://github.com/shobrook/rebound
```
-- [PyPi](https://pypi.org/project/stackprinter) (π₯ 440K / month Β· π¦ 54 Β· β±οΈ 17.04.2026):
+- [PyPi](https://pypi.org/project/rebound) (π₯ 39K / month Β· π¦ 59 Β· β±οΈ 22.07.2026):
```
- pip install stackprinter
+ pip install rebound
```
-- [Conda](https://anaconda.org/conda-forge/stackprinter) (π₯ 20K Β· β±οΈ 20.04.2026):
+- [Conda](https://anaconda.org/conda-forge/rebound) (π₯ 1.3M Β· β±οΈ 10.07.2026):
```
- conda install -c conda-forge stackprinter
+ conda install -c conda-forge rebound
```
Show 7 hidden projects...
- prettytable (π₯29 Β· β 1.7K) - A simple Python library for easily displaying tabular data.. βUnlicensed
-- logbook (π₯25 Β· β 1.5K Β· π€) - A cool logging replacement for Python. βUnlicensed
+- logbook (π₯27 Β· β 1.5K) - A cool logging replacement for Python. βUnlicensed
- notifiers (π₯24 Β· β 2.7K Β· π) - The easy way to send notifications. MIT
- wasabi (π₯24 Β· β 460 Β· π) - A lightweight console printing and formatting toolkit. MIT
- python-devtools (π₯21 Β· β 970 Β· π) - Dev tools for python. MIT
@@ -1229,14 +1229,14 @@ This curated list contains 270 awesome open-source projects with a total of 1.1M
```
git clone https://github.com/xxh/xxh
```
-- [PyPi](https://pypi.org/project/xxh-xxh) (π₯ 770 / month Β· β±οΈ 06.04.2024):
+- [PyPi](https://pypi.org/project/xxh-xxh) (π₯ 1.1K / month Β· β±οΈ 06.04.2024):
```
pip install xxh-xxh
```
Show 1 hidden projects...
-- xonsh (π₯27 Β· β 9.5K) - Python-powered shell. Full-featured, cross-platform and AI-.. βοΈBSD-1-Clause
+- xonsh (π₯27 Β· β 9.6K) - Python-powered shell. Full-featured, cross-platform and AI-.. βοΈBSD-1-Clause
@@ -1246,12 +1246,12 @@ This curated list contains 270 awesome open-source projects with a total of 1.1M
mkdocs-material (π₯34 Β· β 27K) - Documentation that simply works. MIT 
-- [GitHub](https://github.com/squidfunk/mkdocs-material) (π¨βπ» 330 Β· π 4.1K Β· π¦ 90K):
+- [GitHub](https://github.com/squidfunk/mkdocs-material) (π¨βπ» 330 Β· π 4.1K Β· π¦ 92K):
```
git clone https://github.com/squidfunk/mkdocs-material
```
-- [PyPi](https://pypi.org/project/mkdocs-material) (π₯ 17M / month Β· π¦ 14K Β· β±οΈ 17.07.2026):
+- [PyPi](https://pypi.org/project/mkdocs-material) (π₯ 18M / month Β· π¦ 14K Β· β±οΈ 17.07.2026):
```
pip install mkdocs-material
```
@@ -1262,12 +1262,12 @@ This curated list contains 270 awesome open-source projects with a total of 1.1M
mkdocs (π₯32 Β· β 22K Β· π€) - Project documentation with Markdown. BSD-2
-- [GitHub](https://github.com/mkdocs/mkdocs) (π¨βπ» 260 Β· π 2.6K Β· π¦ 100K):
+- [GitHub](https://github.com/mkdocs/mkdocs) (π¨βπ» 260 Β· π 2.6K Β· π¦ 110K):
```
git clone https://github.com/mkdocs/mkdocs
```
-- [PyPi](https://pypi.org/project/mkdocs) (π₯ 17M / month Β· π¦ 7.1K Β· β±οΈ 30.08.2024):
+- [PyPi](https://pypi.org/project/mkdocs) (π₯ 18M / month Β· π¦ 7.1K Β· β±οΈ 30.08.2024):
```
pip install mkdocs
```
@@ -1276,7 +1276,7 @@ This curated list contains 270 awesome open-source projects with a total of 1.1M
conda install -c conda-forge mkdocs
```
sphinx_rtd_theme (π₯29 Β· β 5K) - Sphinx theme from Read the Docs. MIT 
+sphinx_rtd_theme (π₯30 Β· β 5K) - Sphinx theme from Read the Docs. MIT
- [GitHub](https://github.com/readthedocs/sphinx_rtd_theme) (π¨βπ» 120 Β· π 1.8K Β· π¦ 16):
@@ -1287,23 +1287,23 @@ This curated list contains 270 awesome open-source projects with a total of 1.1M
```
pip install sphinx_rtd_theme
```
-- [Conda](https://anaconda.org/conda-forge/sphinx_rtd_theme) (π₯ 5.4M Β· β±οΈ 23.01.2026):
+- [Conda](https://anaconda.org/conda-forge/sphinx_rtd_theme) (π₯ 5.4M Β· β±οΈ 29.07.2026):
```
conda install -c conda-forge sphinx_rtd_theme
```
mkdocstrings (π₯29 Β· β 2.1K) - Automatic documentation from sources, for MkDocs. ISC
-- [GitHub](https://github.com/mkdocstrings/mkdocstrings) (π¨βπ» 55 Β· π 120 Β· π¦ 29K):
+- [GitHub](https://github.com/mkdocstrings/mkdocstrings) (π¨βπ» 55 Β· π 120 Β· π¦ 30K):
```
git clone https://github.com/mkdocstrings/mkdocstrings
```
-- [PyPi](https://pypi.org/project/mkdocstrings) (π₯ 7.5M / month Β· π¦ 2.1K Β· β±οΈ 11.07.2026):
+- [PyPi](https://pypi.org/project/mkdocstrings) (π₯ 8.3M / month Β· π¦ 2.1K Β· β±οΈ 11.07.2026):
```
pip install mkdocstrings
```
-- [Conda](https://anaconda.org/conda-forge/mkdocstrings) (π₯ 380K Β· β±οΈ 12.07.2026):
+- [Conda](https://anaconda.org/conda-forge/mkdocstrings) (π₯ 400K Β· β±οΈ 12.07.2026):
```
conda install -c conda-forge mkdocstrings
```
@@ -1315,7 +1315,7 @@ This curated list contains 270 awesome open-source projects with a total of 1.1M
```
git clone https://github.com/mkdocstrings/griffe
```
-- [PyPi](https://pypi.org/project/griffe) (π₯ 31M / month Β· π¦ 610 Β· β±οΈ 19.06.2026):
+- [PyPi](https://pypi.org/project/griffe) (π₯ 33M / month Β· π¦ 610 Β· β±οΈ 19.06.2026):
```
pip install griffe
```
@@ -1324,38 +1324,22 @@ This curated list contains 270 awesome open-source projects with a total of 1.1M
conda install -c conda-forge griffe
```
sphinx-autodoc-typehints (π₯28 Β· β 580) - Type hints support for the Sphinx autodoc extension. MIT
+sphinx-autodoc-typehints (π₯28 Β· β 590) - Type hints support for the Sphinx autodoc extension. MIT
-- [GitHub](https://github.com/tox-dev/sphinx-autodoc-typehints) (π¨βπ» 70 Β· π 110 Β· π¦ 61K):
+- [GitHub](https://github.com/tox-dev/sphinx-autodoc-typehints) (π¨βπ» 70 Β· π 110 Β· π¦ 62K):
```
git clone https://github.com/tox-dev/sphinx-autodoc-typehints
```
-- [PyPi](https://pypi.org/project/sphinx-autodoc-typehints) (π₯ 9M / month Β· π¦ 7.6K Β· β±οΈ 21.07.2026):
+- [PyPi](https://pypi.org/project/sphinx-autodoc-typehints) (π₯ 9M / month Β· π¦ 7.6K Β· β±οΈ 03.08.2026):
```
pip install sphinx-autodoc-typehints
```
-- [Conda](https://anaconda.org/conda-forge/sphinx-autodoc-typehints) (π₯ 1.1M Β· β±οΈ 21.07.2026):
+- [Conda](https://anaconda.org/conda-forge/sphinx-autodoc-typehints) (π₯ 1.1M Β· β±οΈ 05.08.2026):
```
conda install -c conda-forge sphinx-autodoc-typehints
```
breathe (π₯25 Β· β 810 Β· π€) - Sphinx Doxygen renderer. BSD-3
-
-- [GitHub]() (π¨βπ» 120 Β· π 210 Β· π¦ 20K):
-
- ```
- git clone https://github.com/michaeljones/breathe
- ```
-- [PyPi](https://pypi.org/project/breathe) (π₯ 1.5M / month Β· π¦ 130 Β· β±οΈ 08.07.2025):
- ```
- pip install breathe
- ```
-- [Conda](https://anaconda.org/conda-forge/breathe) (π₯ 1.4M Β· β±οΈ 22.04.2025):
- ```
- conda install -c conda-forge breathe
- ```
-sphinx-autobuild (π₯25 Β· β 600 Β· π€) - Rebuild Sphinx documentation on changes, with hot.. MIT
- [GitHub]() (π¨βπ» 37 Β· π 94 Β· π¦ 33K):
@@ -1363,11 +1347,11 @@ This curated list contains 270 awesome open-source projects with a total of 1.1M
```
git clone https://github.com/executablebooks/sphinx-autobuild
```
-- [PyPi](https://pypi.org/project/sphinx-autobuild) (π₯ 5.8M / month Β· π¦ 2.3K Β· β±οΈ 25.08.2025):
+- [PyPi](https://pypi.org/project/sphinx-autobuild) (π₯ 5.6M / month Β· π¦ 2.3K Β· β±οΈ 25.08.2025):
```
pip install sphinx-autobuild
```
-- [Conda](https://anaconda.org/conda-forge/sphinx-autobuild) (π₯ 560K Β· β±οΈ 04.11.2025):
+- [Conda](https://anaconda.org/conda-forge/sphinx-autobuild) (π₯ 570K Β· β±οΈ 04.11.2025):
```
conda install -c conda-forge sphinx-autobuild
```
@@ -1388,14 +1372,14 @@ This curated list contains 270 awesome open-source projects with a total of 1.1M
conda install -c anaconda pdoc3
```
interrogate (π₯23 Β· β 660) - Explain yourself! Interrogate a codebase for docstring coverage. MIT
+interrogate (π₯23 Β· β 660 Β· π€) - Explain yourself! Interrogate a codebase for docstring coverage. MIT
-- [GitHub](https://github.com/econchick/interrogate) (π¨βπ» 17 Β· π 49 Β· π¦ 9.4K):
+- [GitHub](https://github.com/econchick/interrogate) (π¨βπ» 17 Β· π 49 Β· π¦ 9.5K):
```
git clone https://github.com/econchick/interrogate
```
-- [PyPi](https://pypi.org/project/interrogate) (π₯ 1.5M / month Β· π¦ 390 Β· β±οΈ 07.04.2024):
+- [PyPi](https://pypi.org/project/interrogate) (π₯ 1.6M / month Β· π¦ 390 Β· β±οΈ 07.04.2024):
```
pip install interrogate
```
@@ -1407,7 +1391,7 @@ This curated list contains 270 awesome open-source projects with a total of 1.1M
```
git clone https://github.com/clayrisser/sphinx-markdown-builder
```
-- [PyPi](https://pypi.org/project/sphinx-markdown-builder) (π₯ 500K / month Β· π¦ 230 Β· β±οΈ 11.03.2026):
+- [PyPi](https://pypi.org/project/sphinx-markdown-builder) (π₯ 560K / month Β· π¦ 230 Β· β±οΈ 11.03.2026):
```
pip install sphinx-markdown-builder
```
@@ -1419,31 +1403,15 @@ This curated list contains 270 awesome open-source projects with a total of 1.1M
```
git clone https://github.com/asottile/blacken-docs
```
-- [PyPi](https://pypi.org/project/blacken-docs) (π₯ 120K / month Β· π¦ 120 Β· β±οΈ 08.09.2025):
+- [PyPi](https://pypi.org/project/blacken-docs) (π₯ 140K / month Β· π¦ 120 Β· β±οΈ 08.09.2025):
```
pip install blacken-docs
```
-- [Conda](https://anaconda.org/conda-forge/blacken-docs) (π₯ 64K Β· β±οΈ 08.09.2025):
+- [Conda](https://anaconda.org/conda-forge/blacken-docs) (π₯ 65K Β· β±οΈ 08.09.2025):
```
conda install -c conda-forge blacken-docs
```
releases (π₯20 Β· β 180 Β· π€) - A powerful Sphinx changelog-generating extension. BSD-2
-
-- [GitHub](https://github.com/bitprophet/releases) (π¨βπ» 10 Β· π 41 Β· π¦ 760):
-
- ```
- git clone https://github.com/bitprophet/releases
- ```
-- [PyPi](https://pypi.org/project/releases) (π₯ 62K / month Β· π¦ 41 Β· β±οΈ 28.04.2023):
- ```
- pip install releases
- ```
-- [Conda](https://anaconda.org/conda-forge/sphinx-releases) (π₯ 59K Β· β±οΈ 22.04.2025):
- ```
- conda install -c conda-forge sphinx-releases
- ```
-lazydocs (π₯19 Β· β 240 Β· π€) - Generate markdown API documentation from Google-style Python.. MIT
- [GitHub](https://github.com/ml-tooling/lazydocs) (π¨βπ» 13 Β· π 43 Β· π¦ 420):
@@ -1451,7 +1419,7 @@ This curated list contains 270 awesome open-source projects with a total of 1.1M
```
git clone https://github.com/ml-tooling/lazydocs
```
-- [PyPi](https://pypi.org/project/lazydocs) (π₯ 21K / month Β· π¦ 65 Β· β±οΈ 27.07.2021):
+- [PyPi](https://pypi.org/project/lazydocs) (π₯ 19K / month Β· π¦ 65 Β· β±οΈ 27.07.2021):
```
pip install lazydocs
```
@@ -1463,16 +1431,17 @@ This curated list contains 270 awesome open-source projects with a total of 1.1M
```
git clone https://github.com/timvink/mkdocs-print-site-plugin
```
-- [PyPi](https://pypi.org/project/mkdocs-print-site-plugin) (π₯ 190K / month Β· π¦ 22 Β· β±οΈ 03.08.2025):
+- [PyPi](https://pypi.org/project/mkdocs-print-site-plugin) (π₯ 210K / month Β· π¦ 22 Β· β±οΈ 03.08.2025):
```
pip install mkdocs-print-site-plugin
```
Show 13 hidden projects...
+Show 15 hidden projects...
- sphinx (π₯31 Β· β 7.7K) - The Sphinx documentation generator. βUnlicensed BSD-3 βοΈMIT-0
+- breathe (π₯25 Β· β 810 Β· π) - Sphinx Doxygen renderer. BSD-3
- numpydoc (π₯24 Β· β 350) - Numpys Sphinx extensions. βUnlicensed MIT MIT MIT
- mkdocs-awesome-pages-plugin (π₯20 Β· β 620 Β· π) - An MkDocs plugin that simplifies configuring page.. MIT MIT MIT MIT
-- mkdocs-versioning (π₯15 Β· β 40 Β· π) - A tool that allows for versioning sites built with.. MIT BSD-2 MIT MIT
@@ -1492,7 +1462,7 @@ This curated list contains 270 awesome open-source projects with a total of 1.1M
icecream (π₯27 Β· β 10K) - Never use print() to debug again. MIT
-- [GitHub](https://github.com/gruns/icecream) (π¨βπ» 38 Β· π 220 Β· π¦ 24):
+- [GitHub](https://github.com/gruns/icecream) (π¨βπ» 39 Β· π 220):
```
git clone https://github.com/gruns/icecream
@@ -1508,12 +1478,12 @@ This curated list contains 270 awesome open-source projects with a total of 1.1M
pyelftools (π₯27 Β· β 2.3K) - Parsing ELF and DWARF in Python. Unlicense
-- [GitHub](https://github.com/eliben/pyelftools) (π¨βπ» 110 Β· π 540 Β· π¦ 12K):
+- [GitHub](https://github.com/eliben/pyelftools) (π¨βπ» 110 Β· π 550 Β· π¦ 13K):
```
git clone https://github.com/eliben/pyelftools
```
-- [PyPi](https://pypi.org/project/pyelftools) (π₯ 15M / month Β· π¦ 360 Β· β±οΈ 29.05.2026):
+- [PyPi](https://pypi.org/project/pyelftools) (π₯ 16M / month Β· π¦ 360 Β· β±οΈ 29.05.2026):
```
pip install pyelftools
```
@@ -1522,14 +1492,30 @@ This curated list contains 270 awesome open-source projects with a total of 1.1M
conda install -c conda-forge pyelftools
```
pdbpp (π₯24 Β· β 1.4K) - pdb++, a drop-in replacement for pdb (the Python debugger). BSD-3
+snoop (π₯23 Β· β 1.5K) - A powerful set of Python debugging tools, based on PySnooper. MIT
+
+- [GitHub](https://github.com/alexmojaki/snoop) (π¨βπ» 23 Β· π 43):
+
+ ```
+ git clone https://github.com/alexmojaki/snoop
+ ```
+- [PyPi](https://pypi.org/project/snoop) (π₯ 250K / month Β· π¦ 54 Β· β±οΈ 18.07.2026):
+ ```
+ pip install snoop
+ ```
+- [Conda](https://anaconda.org/conda-forge/snoop) (π₯ 19K Β· β±οΈ 22.04.2025):
+ ```
+ conda install -c conda-forge snoop
+ ```
+pdbpp (π₯23 Β· β 1.4K) - pdb++, a drop-in replacement for pdb (the Python debugger). BSD-3
- [GitHub](https://github.com/pdbpp/pdbpp) (π¨βπ» 41 Β· π 74):
```
git clone https://github.com/pdbpp/pdbpp
```
-- [PyPi](https://pypi.org/project/pdbpp) (π₯ 1.4M / month Β· π¦ 640 Β· β±οΈ 23.02.2026):
+- [PyPi](https://pypi.org/project/pdbpp) (π₯ 1.5M / month Β· π¦ 640 Β· β±οΈ 23.02.2026):
```
pip install pdbpp
```
@@ -1538,30 +1524,26 @@ This curated list contains 270 awesome open-source projects with a total of 1.1M
conda install -c conda-forge pdbpp
```
snoop (π₯23 Β· β 1.5K) - A powerful set of Python debugging tools, based on PySnooper. MIT
+Birdseye (π₯16 Β· β 1.7K Β· π€) - Graphical Python debugger which lets you easily view the values of.. MIT
-- [GitHub](https://github.com/alexmojaki/snoop) (π¨βπ» 23 Β· π 43):
+- [GitHub](https://github.com/alexmojaki/birdseye) (π¨βπ» 10 Β· π 73):
```
- git clone https://github.com/alexmojaki/snoop
- ```
-- [PyPi](https://pypi.org/project/snoop) (π₯ 260K / month Β· π¦ 54 Β· β±οΈ 18.07.2026):
- ```
- pip install snoop
+ git clone https://github.com/alexmojaki/birdseye
```
-- [Conda](https://anaconda.org/conda-forge/snoop) (π₯ 17K Β· β±οΈ 22.04.2025):
+- [PyPi](https://pypi.org/project/birdseye) (π₯ 1.6K / month Β· π¦ 9 Β· β±οΈ 06.09.2025):
```
- conda install -c conda-forge snoop
+ pip install birdseye
```
python-hunter (π₯19 Β· β 870 Β· π€) - Hunter is a flexible code tracing toolkit. BSD-2
+python-hunter (π₯16 Β· β 870 Β· π€) - Hunter is a flexible code tracing toolkit. BSD-2
- [GitHub](https://github.com/ionelmc/python-hunter) (π¨βπ» 10 Β· π 51):
```
git clone https://github.com/ionelmc/python-hunter
```
-- [PyPi](https://pypi.org/project/hunter) (π₯ 1.1M / month Β· π¦ 17 Β· β±οΈ 22.08.2025):
+- [PyPi](https://pypi.org/project/hunter) (π¦ 17 Β· β±οΈ 22.08.2025):
```
pip install hunter
```
@@ -1570,18 +1552,6 @@ This curated list contains 270 awesome open-source projects with a total of 1.1M
conda install -c conda-forge hunter
```
Birdseye (π₯16 Β· β 1.7K Β· π€) - Graphical Python debugger which lets you easily view the values of.. MIT
-
-- [GitHub](https://github.com/alexmojaki/birdseye) (π¨βπ» 10 Β· π 73):
-
- ```
- git clone https://github.com/alexmojaki/birdseye
- ```
-- [PyPi](https://pypi.org/project/birdseye) (π₯ 1.2K / month Β· π¦ 9 Β· β±οΈ 06.09.2025):
- ```
- pip install birdseye
- ```
-Show 7 hidden projects...
- ipdb (π₯27 Β· β 1.8K Β· π) - Integration of IPython pdb. BSD-3
@@ -1602,46 +1572,46 @@ This curated list contains 270 awesome open-source projects with a total of 1.1M
π unittest - Unittest is a test framework included in the Python standard library.
-pytest (π₯39 Β· β 14K Β· π) - The pytest framework makes it easy to write small tests, yet.. MIT 
+pytest (π₯39 Β· β 14K) - The pytest framework makes it easy to write small tests, yet scales to.. MIT
-- [GitHub](https://github.com/pytest-dev/pytest) (π¨βπ» 1.1K Β· π 3.2K Β· π¦ 1.8M):
+- [GitHub](https://github.com/pytest-dev/pytest) (π¨βπ» 1.2K Β· π 3.3K Β· π¦ 1.9M):
```
git clone https://github.com/pytest-dev/pytest
```
-- [PyPi](https://pypi.org/project/pytest) (π₯ 1B / month Β· π¦ 190K Β· β±οΈ 19.06.2026):
+- [PyPi](https://pypi.org/project/pytest) (π₯ 1.1B / month Β· π¦ 190K Β· β±οΈ 19.06.2026):
```
pip install pytest
```
-- [Conda](https://anaconda.org/conda-forge/pytest) (π₯ 53M Β· β±οΈ 22.06.2026):
+- [Conda](https://anaconda.org/conda-forge/pytest) (π₯ 55M Β· β±οΈ 22.06.2026):
```
conda install -c conda-forge pytest
```
playwright-python (π₯33 Β· β 15K) - Python version of the Playwright testing and automation.. Apache-2
-- [GitHub](https://github.com/microsoft/playwright-python) (π¨βπ» 55 Β· π 1.2K Β· π¦ 59K):
+- [GitHub](https://github.com/microsoft/playwright-python) (π¨βπ» 57 Β· π 1.2K Β· π¦ 60K):
```
git clone https://github.com/microsoft/playwright-python
```
-- [PyPi](https://pypi.org/project/playwright) (π₯ 86M / month Β· π¦ 6.8K Β· β±οΈ 29.06.2026):
+- [PyPi](https://pypi.org/project/playwright) (π₯ 99M / month Β· π¦ 7.5K Β· β±οΈ 31.07.2026):
```
pip install playwright
```
hypothesis (π₯33 Β· β 8.8K) - The property-based testing library for Python. MPL-2.0
+hypothesis (π₯33 Β· β 8.9K) - The property-based testing library for Python. MPL-2.0
-- [GitHub](https://github.com/HypothesisWorks/hypothesis) (π¨βπ» 390 Β· π 660 Β· π¦ 44K):
+- [GitHub](https://github.com/HypothesisWorks/hypothesis) (π¨βπ» 410 Β· π 670 Β· π¦ 45K):
```
git clone https://github.com/HypothesisWorks/hypothesis
```
-- [PyPi](https://pypi.org/project/hypothesis) (π₯ 42M / month Β· π¦ 7.5K Β· β±οΈ 23.07.2026):
+- [PyPi](https://pypi.org/project/hypothesis) (π₯ 50M / month Β· π¦ 8K Β· β±οΈ 12.08.2026):
```
pip install hypothesis
```
-- [Conda](https://anaconda.org/conda-forge/hypothesis) (π₯ 20M Β· β±οΈ 22.07.2026):
+- [Conda](https://anaconda.org/conda-forge/hypothesis) (π₯ 21M Β· β±οΈ 11.08.2026):
```
conda install -c conda-forge hypothesis
```
@@ -1653,87 +1623,87 @@ This curated list contains 270 awesome open-source projects with a total of 1.1M
```
git clone https://github.com/tox-dev/tox
```
-- [PyPi](https://pypi.org/project/tox) (π₯ 35M / month Β· π¦ 14K Β· β±οΈ 21.07.2026):
+- [PyPi](https://pypi.org/project/tox) (π₯ 35M / month Β· π¦ 14K Β· β±οΈ 10.08.2026):
```
pip install tox
```
-- [Conda](https://anaconda.org/conda-forge/tox) (π₯ 2M Β· β±οΈ 21.07.2026):
+- [Conda](https://anaconda.org/conda-forge/tox) (π₯ 2M Β· β±οΈ 11.08.2026):
```
conda install -c conda-forge tox
```
pytest-asyncio (π₯33 Β· β 1.6K) - Asyncio support for pytest. Apache-2
+pytest-asyncio (π₯33 Β· β 1.7K) - Asyncio support for pytest. Apache-2
-- [GitHub](https://github.com/pytest-dev/pytest-asyncio) (π¨βπ» 82 Β· π 190 Β· π¦ 220K):
+- [GitHub](https://github.com/pytest-dev/pytest-asyncio) (π¨βπ» 82 Β· π 200 Β· π¦ 220K):
```
git clone https://github.com/pytest-dev/pytest-asyncio
```
-- [PyPi](https://pypi.org/project/pytest-asyncio) (π₯ 240M / month Β· π¦ 41K Β· β±οΈ 26.05.2026):
+- [PyPi](https://pypi.org/project/pytest-asyncio) (π₯ 290M / month Β· π¦ 41K Β· β±οΈ 26.05.2026):
```
pip install pytest-asyncio
```
-- [Conda](https://anaconda.org/conda-forge/pytest-asyncio) (π₯ 3.8M Β· β±οΈ 26.05.2026):
+- [Conda](https://anaconda.org/conda-forge/pytest-asyncio) (π₯ 4.1M Β· β±οΈ 26.05.2026):
```
conda install -c conda-forge pytest-asyncio
```
robotframework (π₯32 Β· β 12K) - Generic automation framework for acceptance testing and RPA. Apache-2
-- [GitHub](https://github.com/robotframework/robotframework) (π¨βπ» 230 Β· π 2.6K Β· π¦ 14K):
+- [GitHub](https://github.com/robotframework/robotframework) (π¨βπ» 240 Β· π 2.6K Β· π¦ 14K):
```
git clone https://github.com/robotframework/robotframework
```
-- [PyPi](https://pypi.org/project/robotframework) (π₯ 4.9M / month Β· π¦ 1.2K Β· β±οΈ 17.07.2026):
+- [PyPi](https://pypi.org/project/robotframework) (π₯ 5M / month Β· π¦ 1.2K Β· β±οΈ 17.07.2026):
```
pip install robotframework
```
-- [Conda](https://anaconda.org/conda-forge/robotframework) (π₯ 280K Β· β±οΈ 04.03.2026):
+- [Conda](https://anaconda.org/conda-forge/robotframework) (π₯ 290K Β· β±οΈ 04.03.2026):
```
conda install -c conda-forge robotframework
```
pytest-cov (π₯32 Β· β 2K) - Coverage plugin for pytest. MIT
+pytest-cov (π₯32 Β· β 2.1K) - Coverage plugin for pytest. MIT
-- [GitHub](https://github.com/pytest-dev/pytest-cov) (π¨βπ» 100 Β· π 230):
+- [GitHub](https://github.com/pytest-dev/pytest-cov) (π¨βπ» 100 Β· π 240):
```
git clone https://github.com/pytest-dev/pytest-cov
```
-- [PyPi](https://pypi.org/project/pytest-cov) (π₯ 220M / month Β· π¦ 78K Β· β±οΈ 21.03.2026):
+- [PyPi](https://pypi.org/project/pytest-cov) (π₯ 240M / month Β· π¦ 78K Β· β±οΈ 21.03.2026):
```
pip install pytest-cov
```
-- [Conda](https://anaconda.org/conda-forge/pytest-cov) (π₯ 19M Β· β±οΈ 22.03.2026):
+- [Conda](https://anaconda.org/conda-forge/pytest-cov) (π₯ 20M Β· β±οΈ 22.03.2026):
```
conda install -c conda-forge pytest-cov
```
pytest-mock (π₯31 Β· β 2K) - Thin-wrapper around the mock package for easier use with pytest. MIT
-- [GitHub](https://github.com/pytest-dev/pytest-mock) (π¨βπ» 84 Β· π 160 Β· π¦ 140K):
+- [GitHub](https://github.com/pytest-dev/pytest-mock) (π¨βπ» 84 Β· π 170 Β· π¦ 140K):
```
git clone https://github.com/pytest-dev/pytest-mock
```
-- [PyPi](https://pypi.org/project/pytest-mock) (π₯ 99M / month Β· π¦ 9.4K Β· β±οΈ 16.09.2025):
+- [PyPi](https://pypi.org/project/pytest-mock) (π₯ 110M / month Β· π¦ 9.4K Β· β±οΈ 16.09.2025):
```
pip install pytest-mock
```
-- [Conda](https://anaconda.org/conda-forge/pytest-mock) (π₯ 5.8M Β· β±οΈ 17.09.2025):
+- [Conda](https://anaconda.org/conda-forge/pytest-mock) (π₯ 5.9M Β· β±οΈ 17.09.2025):
```
conda install -c conda-forge pytest-mock
```
pytest-xdist (π₯31 Β· β 1.9K) - pytest plugin for distributed testing and loop-on-failures.. MIT
-- [GitHub](https://github.com/pytest-dev/pytest-xdist) (π¨βπ» 120 Β· π 270 Β· π¦ 140K):
+- [GitHub](https://github.com/pytest-dev/pytest-xdist) (π¨βπ» 120 Β· π 280 Β· π¦ 140K):
```
git clone https://github.com/pytest-dev/pytest-xdist
```
-- [PyPi](https://pypi.org/project/pytest-xdist) (π₯ 160M / month Β· π¦ 5.6K Β· β±οΈ 01.07.2025):
+- [PyPi](https://pypi.org/project/pytest-xdist) (π₯ 180M / month Β· π¦ 5.6K Β· β±οΈ 01.07.2025):
```
pip install pytest-xdist
```
@@ -1742,41 +1712,41 @@ This curated list contains 270 awesome open-source projects with a total of 1.1M
conda install -c conda-forge pytest-xdist
```
pyautogui (π₯30 Β· β 10K) - A cross-platform GUI automation Python module for human beings. Used.. BSD-3
+pyautogui (π₯29 Β· β 10K) - A cross-platform GUI automation Python module for human beings. Used.. BSD-3
- [GitHub](https://github.com/asweigart/pyautogui) (π¨βπ» 52 Β· π 1.3K Β· π¦ 57K):
```
git clone https://github.com/asweigart/pyautogui
```
-- [PyPi](https://pypi.org/project/pyautogui) (π₯ 2.9M / month Β· π¦ 1K Β· β±οΈ 24.05.2023):
+- [PyPi](https://pypi.org/project/pyautogui) (π₯ 2.6M / month Β· π¦ 1K Β· β±οΈ 24.05.2023):
```
pip install pyautogui
```
-- [Conda](https://anaconda.org/conda-forge/pyautogui) (π₯ 490K Β· β±οΈ 18.05.2026):
+- [Conda](https://anaconda.org/conda-forge/pyautogui) (π₯ 500K Β· β±οΈ 18.05.2026):
```
conda install -c conda-forge pyautogui
```
nox (π₯28 Β· β 1.5K) - Flexible test automation. Apache-2
-- [GitHub]() (π¨βπ» 120 Β· π 180 Β· π¦ 8.2K):
+- [GitHub]() (π¨βπ» 130 Β· π 190 Β· π¦ 8.4K):
```
git clone https://github.com/theacodes/nox
```
-- [PyPi](https://pypi.org/project/nox) (π₯ 6.1M / month Β· π¦ 1.8K Β· β±οΈ 12.07.2026):
+- [PyPi](https://pypi.org/project/nox) (π₯ 6M / month Β· π¦ 1.8K Β· β±οΈ 10.08.2026):
```
pip install nox
```
-- [Conda](https://anaconda.org/conda-forge/nox) (π₯ 620K Β· β±οΈ 12.07.2026):
+- [Conda](https://anaconda.org/conda-forge/nox) (π₯ 630K Β· β±οΈ 12.07.2026):
```
conda install -c conda-forge nox
```
pytest-bdd (π₯28 Β· β 1.5K) - BDD library for the pytest runner. MIT
-- [GitHub](https://github.com/pytest-dev/pytest-bdd) (π¨βπ» 71 Β· π 240 Β· π¦ 5K):
+- [GitHub](https://github.com/pytest-dev/pytest-bdd) (π¨βπ» 71 Β· π 250 Β· π¦ 5K):
```
git clone https://github.com/pytest-dev/pytest-bdd
@@ -1785,7 +1755,7 @@ This curated list contains 270 awesome open-source projects with a total of 1.1M
```
pip install pytest-bdd
```
-- [Conda](https://anaconda.org/conda-forge/pytest-bdd) (π₯ 78K Β· β±οΈ 03.07.2026):
+- [Conda](https://anaconda.org/conda-forge/pytest-bdd) (π₯ 79K Β· β±οΈ 03.07.2026):
```
conda install -c conda-forge pytest-bdd
```
@@ -1797,7 +1767,7 @@ This curated list contains 270 awesome open-source projects with a total of 1.1M
```
git clone https://github.com/spulec/freezegun
```
-- [PyPi](https://pypi.org/project/freezegun) (π₯ 54M / month Β· π¦ 1.3K Β· β±οΈ 09.08.2025):
+- [PyPi](https://pypi.org/project/freezegun) (π₯ 61M / month Β· π¦ 1.3K Β· β±οΈ 09.08.2025):
```
pip install freezegun
```
@@ -1813,11 +1783,11 @@ This curated list contains 270 awesome open-source projects with a total of 1.1M
```
git clone https://github.com/Teemu/pytest-sugar
```
-- [PyPi](https://pypi.org/project/pytest-sugar) (π₯ 7.5M / month Β· π¦ 1.5K Β· β±οΈ 23.08.2025):
+- [PyPi](https://pypi.org/project/pytest-sugar) (π₯ 8.5M / month Β· π¦ 1.5K Β· β±οΈ 23.08.2025):
```
pip install pytest-sugar
```
-- [Conda](https://anaconda.org/conda-forge/pytest-sugar) (π₯ 630K Β· β±οΈ 24.08.2025):
+- [Conda](https://anaconda.org/conda-forge/pytest-sugar) (π₯ 650K Β· β±οΈ 24.08.2025):
```
conda install -c conda-forge pytest-sugar
```
@@ -1829,7 +1799,7 @@ This curated list contains 270 awesome open-source projects with a total of 1.1M
```
git clone https://github.com/pytest-dev/pytest-html
```
-- [PyPi](https://pypi.org/project/pytest-html) (π₯ 20M / month Β· π¦ 1.1K Β· β±οΈ 19.01.2026):
+- [PyPi](https://pypi.org/project/pytest-html) (π₯ 21M / month Β· π¦ 1.1K Β· β±οΈ 19.01.2026):
```
pip install pytest-html
```
@@ -1838,25 +1808,9 @@ This curated list contains 270 awesome open-source projects with a total of 1.1M
conda install -c conda-forge pytest-html
```
coveralls-python (π₯27 Β· β 570) - Show coverage stats online via coveralls.io. MIT
+pytest-benchmark (π₯26 Β· β 1.4K) - pytest fixture for benchmarking code. BSD-2
-- [GitHub](https://github.com/TheKevJames/coveralls-python) (π¨βπ» 67 Β· π 190 Β· π¦ 37K):
-
- ```
- git clone https://github.com/TheKevJames/coveralls-python
- ```
-- [PyPi](https://pypi.org/project/coveralls) (π₯ 1.2M / month Β· π¦ 2.6K Β· β±οΈ 28.02.2026):
- ```
- pip install coveralls
- ```
-- [Conda](https://anaconda.org/conda-forge/coveralls) (π₯ 1.6M Β· β±οΈ 28.02.2026):
- ```
- conda install -c conda-forge coveralls
- ```
-pytest-benchmark (π₯26 Β· β 1.4K) - pytest fixture for benchmarking code. BSD-2
-
-- [GitHub](https://github.com/ionelmc/pytest-benchmark) (π¨βπ» 55 Β· π 130):
+- [GitHub](https://github.com/ionelmc/pytest-benchmark) (π¨βπ» 55 Β· π 140):
```
git clone https://github.com/ionelmc/pytest-benchmark
@@ -1870,78 +1824,78 @@ This curated list contains 270 awesome open-source projects with a total of 1.1M
conda install -c conda-forge pytest-benchmark
```
asv (π₯26 Β· β 1K) - Airspeed Velocity: A simple Python benchmarking tool with web-based reporting. BSD-3
+asv (π₯26 Β· β 1K) - Airspeed Velocity: A simple Python benchmarking tool with web-based reporting. BSD-3
- [GitHub](https://github.com/airspeed-velocity/asv) (π¨βπ» 98 Β· π 210 Β· π¦ 1.8K):
```
git clone https://github.com/airspeed-velocity/asv
```
-- [PyPi](https://pypi.org/project/asv) (π₯ 530K / month Β· π¦ 210 Β· β±οΈ 27.06.2026):
+- [PyPi](https://pypi.org/project/asv) (π₯ 540K / month Β· π¦ 210 Β· β±οΈ 27.06.2026):
```
pip install asv
```
-- [Conda](https://anaconda.org/conda-forge/asv) (π₯ 1.5M Β· β±οΈ 27.06.2026):
+- [Conda](https://anaconda.org/conda-forge/asv) (π₯ 1.5M Β· β±οΈ 11.08.2026):
```
conda install -c conda-forge asv
```
nose2 (π₯26 Β· β 820) - The successor to nose, based on unittest2. BSD-2
+nose2 (π₯26 Β· β 820) - The successor to nose, based on unittest2. BSD-2
- [GitHub](https://github.com/nose-devs/nose2) (π¨βπ» 86 Β· π 130 Β· π¦ 27K):
```
git clone https://github.com/nose-devs/nose2
```
-- [PyPi](https://pypi.org/project/nose2) (π₯ 690K / month Β· π¦ 360 Β· β±οΈ 02.03.2026):
+- [PyPi](https://pypi.org/project/nose2) (π₯ 800K / month Β· π¦ 360 Β· β±οΈ 02.03.2026):
```
pip install nose2
```
-- [Conda](https://anaconda.org/conda-forge/nose2) (π₯ 240K Β· β±οΈ 22.04.2025):
+- [Conda](https://anaconda.org/conda-forge/nose2) (π₯ 250K Β· β±οΈ 22.04.2025):
```
conda install -c conda-forge nose2
```
pytest-testinfra (π₯25 Β· β 2.4K Β· π€) - Testinfra test your infrastructures. Apache-2
+pytest-randomly (π₯26 Β· β 700) - Pytest plugin to randomly order tests and control random.seed. MIT
-- [GitHub](https://github.com/pytest-dev/pytest-testinfra) (π¨βπ» 140 Β· π 360 Β· π¦ 2.7K):
+- [GitHub](https://github.com/pytest-dev/pytest-randomly) (π¨βπ» 20 Β· π 34 Β· π¦ 13K):
```
- git clone https://github.com/pytest-dev/pytest-testinfra
+ git clone https://github.com/pytest-dev/pytest-randomly
```
-- [PyPi](https://pypi.org/project/pytest-testinfra) (π₯ 1.5M / month Β· π¦ 20 Β· β±οΈ 30.03.2025):
+- [PyPi](https://pypi.org/project/pytest-randomly) (π₯ 10M / month Β· π¦ 940 Β· β±οΈ 20.04.2026):
```
- pip install pytest-testinfra
+ pip install pytest-randomly
```
-- [Conda](https://anaconda.org/conda-forge/pytest-testinfra) (π₯ 42K Β· β±οΈ 22.04.2025):
+- [Conda](https://anaconda.org/conda-forge/pytest-randomly) (π₯ 420K Β· β±οΈ 28.07.2026):
```
- conda install -c conda-forge pytest-testinfra
+ conda install -c conda-forge pytest-randomly
```
pytest-randomly (π₯25 Β· β 700) - Pytest plugin to randomly order tests and control random.seed. MIT
+coveralls-python (π₯26 Β· β 570) - Show coverage stats online via coveralls.io. MIT
-- [GitHub](https://github.com/pytest-dev/pytest-randomly) (π¨βπ» 20 Β· π 34 Β· π¦ 12K):
+- [GitHub](https://github.com/TheKevJames/coveralls-python) (π¨βπ» 67 Β· π 190 Β· π¦ 37K):
```
- git clone https://github.com/pytest-dev/pytest-randomly
+ git clone https://github.com/TheKevJames/coveralls-python
```
-- [PyPi](https://pypi.org/project/pytest-randomly) (π₯ 9M / month Β· π¦ 940 Β· β±οΈ 20.04.2026):
+- [PyPi](https://pypi.org/project/coveralls) (π₯ 1.1M / month Β· π¦ 2.6K Β· β±οΈ 28.02.2026):
```
- pip install pytest-randomly
+ pip install coveralls
```
-- [Conda](https://anaconda.org/conda-forge/pytest-randomly) (π₯ 400K Β· β±οΈ 22.04.2025):
+- [Conda](https://anaconda.org/conda-forge/coveralls) (π₯ 1.7M Β· β±οΈ 28.02.2026):
```
- conda install -c conda-forge pytest-randomly
+ conda install -c conda-forge coveralls
```
mimesis (π₯24 Β· β 4.8K) - Mimesis is a fast Python library for generating fake data in multiple.. MIT
+mimesis (π₯25 Β· β 4.8K) - Mimesis is a fast Python library for generating fake data in multiple.. MIT
-- [GitHub](https://github.com/lk-geimfari/mimesis) (π¨βπ» 130 Β· π 360 Β· π¦ 2.3K):
+- [GitHub](https://github.com/lk-geimfari/mimesis) (π¨βπ» 130 Β· π 360):
```
git clone https://github.com/lk-geimfari/mimesis
```
-- [PyPi](https://pypi.org/project/mimesis) (π¦ 100 Β· β±οΈ 16.07.2026):
+- [PyPi](https://pypi.org/project/mimesis) (π₯ 2.6M / month Β· π¦ 100 Β· β±οΈ 16.07.2026):
```
pip install mimesis
```
@@ -1950,6 +1904,22 @@ This curated list contains 270 awesome open-source projects with a total of 1.1M
conda install -c conda-forge mimesis
```
pytest-testinfra (π₯25 Β· β 2.4K Β· π€) - Testinfra test your infrastructures. Apache-2
+
+- [GitHub](https://github.com/pytest-dev/pytest-testinfra) (π¨βπ» 140 Β· π 360 Β· π¦ 2.7K):
+
+ ```
+ git clone https://github.com/pytest-dev/pytest-testinfra
+ ```
+- [PyPi](https://pypi.org/project/pytest-testinfra) (π₯ 1.5M / month Β· π¦ 20 Β· β±οΈ 30.03.2025):
+ ```
+ pip install pytest-testinfra
+ ```
+- [Conda](https://anaconda.org/conda-forge/pytest-testinfra) (π₯ 43K Β· β±οΈ 22.04.2025):
+ ```
+ conda install -c conda-forge pytest-testinfra
+ ```
+pytest-testmon (π₯24 Β· β 1K Β· π€) - Selects tests affected by changed files. Executes the.. MIT
- [GitHub](https://github.com/tarpas/pytest-testmon) (π¨βπ» 29 Β· π 78 Β· π¦ 1.7K):
@@ -1957,7 +1927,7 @@ This curated list contains 270 awesome open-source projects with a total of 1.1M
```
git clone https://github.com/tarpas/pytest-testmon
```
-- [PyPi](https://pypi.org/project/pytest-testmon) (π₯ 4.4M / month Β· π¦ 59 Β· β±οΈ 01.12.2025):
+- [PyPi](https://pypi.org/project/pytest-testmon) (π₯ 4.8M / month Β· π¦ 59 Β· β±οΈ 01.12.2025):
```
pip install pytest-testmon
```
@@ -1973,7 +1943,7 @@ This curated list contains 270 awesome open-source projects with a total of 1.1M
```
git clone https://github.com/joeyespo/pytest-watch
```
-- [PyPi](https://pypi.org/project/pytest-watch) (π₯ 880K / month Β· π¦ 560 Β· β±οΈ 20.05.2018):
+- [PyPi](https://pypi.org/project/pytest-watch) (π₯ 970K / month Β· π¦ 560 Β· β±οΈ 20.05.2018):
```
pip install pytest-watch
```
@@ -1989,23 +1959,23 @@ This curated list contains 270 awesome open-source projects with a total of 1.1M
```
git clone https://github.com/avast/pytest-docker
```
-- [PyPi](https://pypi.org/project/pytest-docker) (π₯ 2.1M / month Β· π¦ 150 Β· β±οΈ 12.11.2025):
+- [PyPi](https://pypi.org/project/pytest-docker) (π₯ 2.5M / month Β· π¦ 150 Β· β±οΈ 12.11.2025):
```
pip install pytest-docker
```
pytest-datadir (π₯23 Β· β 280) - pytest plugin for manipulating test data directories and.. MIT
+pytest-datadir (π₯22 Β· β 280) - pytest plugin for manipulating test data directories and.. MIT
- [GitHub](https://github.com/gabrielcnr/pytest-datadir) (π¨βπ» 16 Β· π 26 Β· π¦ 2.3K):
```
git clone https://github.com/gabrielcnr/pytest-datadir
```
-- [PyPi](https://pypi.org/project/pytest-datadir) (π₯ 1.6M / month Β· π¦ 270 Β· β±οΈ 30.07.2025):
+- [PyPi](https://pypi.org/project/pytest-datadir) (π₯ 1.9M / month Β· π¦ 270 Β· β±οΈ 30.07.2025):
```
pip install pytest-datadir
```
-- [Conda](https://anaconda.org/conda-forge/pytest-datadir) (π₯ 530K Β· β±οΈ 30.07.2025):
+- [Conda](https://anaconda.org/conda-forge/pytest-datadir) (π₯ 550K Β· β±οΈ 30.07.2025):
```
conda install -c conda-forge pytest-datadir
```
@@ -2017,11 +1987,11 @@ This curated list contains 270 awesome open-source projects with a total of 1.1M
```
git clone https://github.com/CleanCut/green
```
-- [PyPi](https://pypi.org/project/green) (π₯ 17K / month Β· π¦ 130 Β· β±οΈ 18.04.2024):
+- [PyPi](https://pypi.org/project/green) (π₯ 15K / month Β· π¦ 130 Β· β±οΈ 18.04.2024):
```
pip install green
```
-- [Conda](https://anaconda.org/conda-forge/green) (π₯ 470K Β· β±οΈ 02.03.2026):
+- [Conda](https://anaconda.org/conda-forge/green) (π₯ 480K Β· β±οΈ 02.03.2026):
```
conda install -c conda-forge green
```
@@ -2033,7 +2003,7 @@ This curated list contains 270 awesome open-source projects with a total of 1.1M
```
git clone https://github.com/Erotemic/xdoctest
```
-- [PyPi](https://pypi.org/project/xdoctest) (π₯ 990K / month Β· π¦ 260 Β· β±οΈ 27.03.2026):
+- [PyPi](https://pypi.org/project/xdoctest) (π₯ 1.1M / month Β· π¦ 260 Β· β±οΈ 27.03.2026):
```
pip install xdoctest
```
@@ -2042,7 +2012,7 @@ This curated list contains 270 awesome open-source projects with a total of 1.1M
conda install -c conda-forge xdoctest
```
pytest-plugins (π₯19 Β· β 600) - A grab-bag of nifty pytest plugins. MIT
+pytest-plugins (π₯19 Β· β 600 Β· π€) - A grab-bag of nifty pytest plugins. MIT
- [GitHub](https://github.com/man-group/pytest-plugins) (π¨βπ» 67 Β· π 89):
@@ -2064,9 +2034,9 @@ This curated list contains 270 awesome open-source projects with a total of 1.1M
- factory_boy (π₯25 Β· β 3.6K Β· π) - A test fixtures replacement for Python. MIT
- PyHamcrest (π₯24 Β· β 790 Β· π) - Hamcrest matchers for Python. βUnlicensed
- ddt (π₯24 Β· β 440 Β· π) - Data-Driven Tests for Python Unittest. MIT
-- uiautomator (π₯22 Β· β 1.9K Β· π) - Python wrapper of Android uiautomator test tool. MIT
- pytest-lazy-fixture (π₯22 Β· β 380 Β· π) - It helps to use fixtures in pytest.mark.parametrize. MIT βUnlicensed MIT
- Mamba Test Runner (π₯21 Β· β 520 Β· π) - The definitive testing tool for Python. Born under the.. MIT
- assertpy (π₯19 Β· β 520 Β· π) - Simple assertion library for unit testing in python with a fluent.. BSD-3
- sixpack (π₯18 Β· β 1.8K Β· π) - Sixpack is a language-agnostic a/b-testing framework. BSD-2
@@ -2083,16 +2053,16 @@ This curated list contains 270 awesome open-source projects with a total of 1.1M
pyinstaller (π₯33 Β· β 13K) - Freeze (package) Python programs into stand-alone executables. βοΈGPL-2.0
-- [GitHub](https://github.com/pyinstaller/pyinstaller) (π¨βπ» 490 Β· π 2K Β· π¦ 90K):
+- [GitHub](https://github.com/pyinstaller/pyinstaller) (π¨βπ» 500 Β· π 2K Β· π¦ 90K):
```
git clone https://github.com/pyinstaller/pyinstaller
```
-- [PyPi](https://pypi.org/project/pyinstaller) (π₯ 11M / month Β· π¦ 2.3K Β· β±οΈ 13.06.2026):
+- [PyPi](https://pypi.org/project/pyinstaller) (π₯ 13M / month Β· π¦ 2.6K Β· β±οΈ 08.08.2026):
```
pip install pyinstaller
```
-- [Conda](https://anaconda.org/conda-forge/pyinstaller) (π₯ 2M Β· β±οΈ 15.06.2026):
+- [Conda](https://anaconda.org/conda-forge/pyinstaller) (π₯ 2.1M Β· β±οΈ 09.08.2026):
```
conda install -c conda-forge pyinstaller
```
@@ -2104,11 +2074,11 @@ This curated list contains 270 awesome open-source projects with a total of 1.1M
```
git clone https://github.com/Nuitka/Nuitka
```
-- [PyPi](https://pypi.org/project/nuitka) (π₯ 460K / month Β· π¦ 240 Β· β±οΈ 21.06.2026):
+- [PyPi](https://pypi.org/project/nuitka) (π₯ 510K / month Β· π¦ 240 Β· β±οΈ 21.06.2026):
```
pip install nuitka
```
-- [Conda](https://anaconda.org/conda-forge/nuitka) (π₯ 3.5M Β· β±οΈ 24.06.2026):
+- [Conda](https://anaconda.org/conda-forge/nuitka) (π₯ 3.6M Β· β±οΈ 24.06.2026):
```
conda install -c conda-forge nuitka
```
@@ -2120,31 +2090,31 @@ This curated list contains 270 awesome open-source projects with a total of 1.1M
```
git clone https://github.com/beeware/briefcase
```
-- [PyPi](https://pypi.org/project/briefcase) (π₯ 39K / month Β· π¦ 45 Β· β±οΈ 08.07.2026):
+- [PyPi](https://pypi.org/project/briefcase) (π₯ 41K / month Β· π¦ 45 Β· β±οΈ 08.07.2026):
```
pip install briefcase
```
pex (π₯24 Β· β 4.2K) - The PEX packaging toolchain. Apache-2
-- [GitHub]() (π¨βπ» 130 Β· π 310):
+- [GitHub]() (π¨βπ» 130 Β· π 320):
```
git clone https://github.com/pantsbuild/pex
```
-- [PyPi](https://pypi.org/project/pex) (π₯ 6.4M / month Β· π¦ 65 Β· β±οΈ 20.07.2026):
+- [PyPi](https://pypi.org/project/pex) (π₯ 6.2M / month Β· π¦ 65 Β· β±οΈ 13.08.2026):
```
pip install pex
```
py2app (π₯24 Β· β 420) - py2app is a Python setuptools command which will allow you to make.. MIT
+py2app (π₯23 Β· β 420) - py2app is a Python setuptools command which will allow you to make.. MIT
- [GitHub](https://github.com/ronaldoussoren/py2app) (π¨βπ» 31 Β· π 45 Β· π¦ 5.6K):
```
git clone https://github.com/ronaldoussoren/py2app
```
-- [PyPi](https://pypi.org/project/py2app) (π₯ 71K / month Β· π¦ 42 Β· β±οΈ 13.02.2026):
+- [PyPi](https://pypi.org/project/py2app) (π₯ 61K / month Β· π¦ 42 Β· β±οΈ 13.02.2026):
```
pip install py2app
```
@@ -2160,54 +2130,54 @@ This curated list contains 270 awesome open-source projects with a total of 1.1M
```
pip install cx_freeze
```
-- [Conda](https://anaconda.org/conda-forge/cx_freeze) (π₯ 1.4M Β· β±οΈ 13.04.2026):
+- [Conda](https://anaconda.org/conda-forge/cx_freeze) (π₯ 1.5M Β· β±οΈ 13.04.2026):
```
conda install -c conda-forge cx_freeze
```
py2exe (π₯22 Β· β 990) - Create standalone Windows programs from Python code. MIT
-- [GitHub](https://github.com/py2exe/py2exe) (π¨βπ» 25 Β· π 110 Β· π¦ 2.2K):
+- [GitHub](https://github.com/py2exe/py2exe) (π¨βπ» 25 Β· π 110 Β· π¦ 2.3K):
```
git clone https://github.com/py2exe/py2exe
```
-- [PyPi](https://pypi.org/project/py2exe) (π₯ 15K / month Β· π¦ 12 Β· β±οΈ 21.06.2026):
+- [PyPi](https://pypi.org/project/py2exe) (π₯ 13K / month Β· π¦ 12 Β· β±οΈ 21.06.2026):
```
pip install py2exe
```
shiv (π₯20 Β· β 1.9K) - shiv is a command line utility for building fully self contained Python.. BSD-2
+shiv (π₯21 Β· β 1.9K Β· π€) - shiv is a command line utility for building fully self contained Python.. BSD-2
- [GitHub](https://github.com/linkedin/shiv) (π¨βπ» 45 Β· π 110):
```
git clone https://github.com/linkedin/shiv
```
-- [PyPi](https://pypi.org/project/shiv) (π₯ 340K / month Β· π¦ 29 Β· β±οΈ 01.11.2024):
+- [PyPi](https://pypi.org/project/shiv) (π₯ 500K / month Β· π¦ 29 Β· β±οΈ 01.11.2024):
```
pip install shiv
```
constructor (π₯19 Β· β 500) - tool for creating installers from conda packages. BSD-3
-- [GitHub](https://github.com/conda/constructor) (π¨βπ» 81 Β· π 180 Β· π¦ 27):
+- [GitHub](https://github.com/conda/constructor) (π¨βπ» 81 Β· π 180 Β· π¦ 28):
```
git clone https://github.com/conda/constructor
```
-- [Conda](https://anaconda.org/anaconda/constructor) (π₯ 26K Β· β±οΈ 07.07.2026):
+- [Conda](https://anaconda.org/anaconda/constructor) (π₯ 27K Β· β±οΈ 28.07.2026):
```
conda install -c anaconda constructor
```
Show 6 hidden projects...
-- packaging (π₯30 Β· β 720) - Core utilities for Python packages. βUnlicensed
+- packaging (π₯32 Β· β 750 Β· π) - Core utilities for Python packages. βUnlicensed
- PyOxidizer (π₯21 Β· β 4.8K Β· π) - A modern Python application packaging and distribution tool. MPL-2.0
-- pynsist (π₯19 Β· β 890 Β· π) - Build Windows installers for Python applications. MIT
+- pynsist (π₯20 Β· β 890 Β· π) - Build Windows installers for Python applications. MIT
- xar (π₯16 Β· β 1.6K Β· π) - executable archive format. BSD-3
-- pyship (π₯14 Β· β 45 Β· π) - pyship - ship Python desktop apps to end users. MIT
+- pyship (π₯14 Β· β 45) - pyship - ship Python desktop apps to end users. MIT
- subpar (π₯9 Β· β 570 Β· π) - Subpar is a utility for creating self-contained python executables... Apache-2
@@ -2223,66 +2193,66 @@ This curated list contains 270 awesome open-source projects with a total of 1.1M
```
git clone https://github.com/pypa/setuptools
```
-- [PyPi](https://pypi.org/project/setuptools) (π₯ 1.4B / month Β· π¦ 34K Β· β±οΈ 04.07.2026):
+- [PyPi](https://pypi.org/project/setuptools) (π₯ 1.6B / month Β· π¦ 34K Β· β±οΈ 08.08.2026):
```
pip install setuptools
```
-- [Conda](https://anaconda.org/conda-forge/setuptools) (π₯ 210M Β· β±οΈ 09.07.2026):
+- [Conda](https://anaconda.org/conda-forge/setuptools) (π₯ 220M Β· β±οΈ 09.08.2026):
```
conda install -c conda-forge setuptools
```
wheel (π₯32 Β· β 560) - The official binary distribution format for Python. MIT
+wheel (π₯33 Β· β 570) - The official binary distribution format for Python. MIT
-- [GitHub](https://github.com/pypa/wheel) (π¨βπ» 91 Β· π 180 Β· π¦ 390K):
+- [GitHub](https://github.com/pypa/wheel) (π¨βπ» 92 Β· π 190 Β· π¦ 390K):
```
git clone https://github.com/pypa/wheel
```
-- [PyPi](https://pypi.org/project/wheel) (π₯ 560M / month Β· π¦ 16K Β· β±οΈ 22.04.2026):
+- [PyPi](https://pypi.org/project/wheel) (π₯ 580M / month Β· π¦ 17K Β· β±οΈ 11.08.2026):
```
pip install wheel
```
-- [Conda](https://anaconda.org/conda-forge/wheel) (π₯ 180M Β· β±οΈ 22.04.2026):
+- [Conda](https://anaconda.org/conda-forge/wheel) (π₯ 180M Β· β±οΈ 13.08.2026):
```
conda install -c conda-forge wheel
```
invoke (π₯30 Β· β 4.7K) - Pythonic task management & command execution. BSD-2
+twine (π₯32 Β· β 1.8K Β· π) - Utilities for interacting with PyPI. Apache-2
-- [GitHub](https://github.com/pyinvoke/invoke) (π¨βπ» 63 Β· π 390 Β· π¦ 34K):
+- [GitHub](https://github.com/pypa/twine) (π¨βπ» 130 Β· π 330 Β· π¦ 150K):
```
- git clone https://github.com/pyinvoke/invoke
+ git clone https://github.com/pypa/twine
```
-- [PyPi](https://pypi.org/project/invoke) (π₯ 81M / month Β· π¦ 1.4K Β· β±οΈ 07.04.2026):
+- [PyPi](https://pypi.org/project/twine) (π₯ 34M / month Β· π¦ 42K Β· β±οΈ 27.07.2026):
```
- pip install invoke
+ pip install twine
```
-- [Conda](https://anaconda.org/conda-forge/invoke) (π₯ 2.8M Β· β±οΈ 07.04.2026):
+- [Conda](https://anaconda.org/conda-forge/twine) (π₯ 2M Β· β±οΈ 28.07.2026):
```
- conda install -c conda-forge invoke
+ conda install -c conda-forge twine
```
twine (π₯30 Β· β 1.7K Β· π€) - Utilities for interacting with PyPI. Apache-2
+invoke (π₯30 Β· β 4.7K) - Pythonic task management & command execution. BSD-2
-- [GitHub](https://github.com/pypa/twine) (π¨βπ» 130 Β· π 320 Β· π¦ 140K):
+- [GitHub](https://github.com/pyinvoke/invoke) (π¨βπ» 63 Β· π 390 Β· π¦ 35K):
```
- git clone https://github.com/pypa/twine
+ git clone https://github.com/pyinvoke/invoke
```
-- [PyPi](https://pypi.org/project/twine) (π₯ 35M / month Β· π¦ 23K Β· β±οΈ 04.09.2025):
+- [PyPi](https://pypi.org/project/invoke) (π₯ 85M / month Β· π¦ 1.4K Β· β±οΈ 07.04.2026):
```
- pip install twine
+ pip install invoke
```
-- [Conda](https://anaconda.org/conda-forge/twine) (π₯ 2M Β· β±οΈ 04.09.2025):
+- [Conda](https://anaconda.org/conda-forge/invoke) (π₯ 3M Β· β±οΈ 07.04.2026):
```
- conda install -c conda-forge twine
+ conda install -c conda-forge invoke
```
setuptools_scm (π₯28 Β· β 950) - the blessed package to manage your versions by scm tags. MIT
+setuptools_scm (π₯30 Β· β 950 Β· π) - the blessed package to manage your versions by scm tags. MIT
-- [GitHub]() (π¨βπ» 160 Β· π 240):
+- [GitHub]() (π¨βπ» 160 Β· π 240 Β· π¦ 34K):
```
git clone https://github.com/pypa/setuptools_scm
@@ -2291,71 +2261,71 @@ This curated list contains 270 awesome open-source projects with a total of 1.1M
```
pip install setuptools_scm
```
-- [Conda](https://anaconda.org/conda-forge/setuptools_scm) (π₯ 7.9M Β· β±οΈ 21.07.2026):
+- [Conda](https://anaconda.org/conda-forge/setuptools_scm) (π₯ 8.2M Β· β±οΈ 21.07.2026):
```
conda install -c conda-forge setuptools_scm
```
scons (π₯27 Β· β 2.4K) - SCons - a software construction tool. MIT
+scons (π₯29 Β· β 2.4K) - SCons - a software construction tool. MIT
-- [GitHub](https://github.com/SCons/scons) (π¨βπ» 170 Β· π 340 Β· π¦ 4.3K):
+- [GitHub](https://github.com/SCons/scons) (π¨βπ» 170 Β· π 360 Β· π¦ 4.3K):
```
git clone https://github.com/SCons/scons
```
-- [PyPi](https://pypi.org/project/scons) (π₯ 990K / month Β· π¦ 58 Β· β±οΈ 16.11.2025):
+- [PyPi](https://pypi.org/project/scons) (π₯ 930K / month Β· π¦ 64 Β· β±οΈ 11.08.2026):
```
pip install scons
```
-- [Conda](https://anaconda.org/conda-forge/scons) (π₯ 1.5M Β· β±οΈ 17.11.2025):
+- [Conda](https://anaconda.org/conda-forge/scons) (π₯ 1.5M Β· β±οΈ 11.08.2026):
```
conda install -c conda-forge scons
```
flit (π₯26 Β· β 2.2K Β· π€) - Simplified packaging of Python modules. BSD-3
+flit (π₯29 Β· β 2.3K Β· π) - Simplified packaging of Python modules. BSD-3
-- [GitHub](https://github.com/pypa/flit) (π¨βπ» 83 Β· π 150 Β· π¦ 2.8K):
+- [GitHub](https://github.com/pypa/flit) (π¨βπ» 83 Β· π 160 Β· π¦ 2.8K):
```
git clone https://github.com/pypa/flit
```
-- [PyPi](https://pypi.org/project/flit) (π₯ 18M / month Β· π¦ 930 Β· β±οΈ 25.03.2025):
+- [PyPi](https://pypi.org/project/flit) (π₯ 15M / month Β· π¦ 1.1K Β· β±οΈ 04.08.2026):
```
pip install flit
```
-- [Conda](https://anaconda.org/conda-forge/flit) (π₯ 460K Β· β±οΈ 22.04.2025):
+- [Conda](https://anaconda.org/conda-forge/flit) (π₯ 460K Β· β±οΈ 05.08.2026):
```
conda install -c conda-forge flit
```
doit (π₯26 Β· β 2K) - CLI task management & automation tool. MIT
+doit (π₯25 Β· β 2K) - CLI task management & automation tool. MIT
- [GitHub](https://github.com/pydoit/doit) (π¨βπ» 70 Β· π 190 Β· π¦ 2.3K):
```
git clone https://github.com/pydoit/doit
```
-- [PyPi](https://pypi.org/project/doit) (π₯ 770K / month Β· π¦ 140 Β· β±οΈ 09.02.2026):
+- [PyPi](https://pypi.org/project/doit) (π₯ 780K / month Β· π¦ 140 Β· β±οΈ 09.02.2026):
```
pip install doit
```
-- [Conda](https://anaconda.org/conda-forge/doit) (π₯ 570K Β· β±οΈ 09.02.2026):
+- [Conda](https://anaconda.org/conda-forge/doit) (π₯ 580K Β· β±οΈ 09.02.2026):
```
conda install -c conda-forge doit
```
buildbot (π₯23 Β· β 5.4K Β· π€) - Python-based continuous integration testing framework; your.. βοΈGPL-2.0
-- [GitHub](https://github.com/buildbot/buildbot) (π¨βπ» 900 Β· π 1.6K Β· π¦ 410):
+- [GitHub](https://github.com/buildbot/buildbot) (π¨βπ» 900 Β· π 1.6K Β· π¦ 420):
```
git clone https://github.com/buildbot/buildbot
```
-- [PyPi](https://pypi.org/project/buildbot) (π₯ 23K / month Β· π¦ 20 Β· β±οΈ 12.05.2025):
+- [PyPi](https://pypi.org/project/buildbot) (π₯ 22K / month Β· π¦ 20 Β· β±οΈ 12.05.2025):
```
pip install buildbot
```
-- [Conda](https://anaconda.org/conda-forge/buildbot) (π₯ 190K Β· β±οΈ 13.05.2025):
+- [Conda](https://anaconda.org/conda-forge/buildbot) (π₯ 200K Β· β±οΈ 13.05.2025):
```
conda install -c conda-forge buildbot
```
@@ -2367,27 +2337,15 @@ This curated list contains 270 awesome open-source projects with a total of 1.1M
```
git clone https://github.com/pybuilder/pybuilder
```
-- [PyPi](https://pypi.org/project/pybuilder) (π₯ 48K / month Β· π¦ 6 Β· β±οΈ 02.04.2026):
+- [PyPi](https://pypi.org/project/pybuilder) (π₯ 50K / month Β· π¦ 6 Β· β±οΈ 02.04.2026):
```
pip install pybuilder
```
-- [Conda](https://anaconda.org/conda-forge/pybuilder) (π₯ 400K Β· β±οΈ 02.04.2026):
+- [Conda](https://anaconda.org/conda-forge/pybuilder) (π₯ 410K Β· β±οΈ 02.04.2026):
```
conda install -c conda-forge pybuilder
```
pynt (π₯16 Β· β 160 Β· π€) - A pynt of Python build. MIT
-
-- [GitHub](https://github.com/rags/pynt) (π¨βπ» 10 Β· π 19 Β· π¦ 130):
-
- ```
- git clone https://github.com/rags/pynt
- ```
-- [PyPi](https://pypi.org/project/pynt) (π₯ 7K / month Β· π¦ 1 Β· β±οΈ 24.06.2018):
- ```
- pip install pynt
- ```
-universal-build (π₯12 Β· β 25 Β· π) - Universal build utilities for containerized build pipelines. MIT
- [GitHub](https://github.com/ml-tooling/universal-build) (π¨βπ» 5 Β· π 8):
@@ -2395,15 +2353,16 @@ This curated list contains 270 awesome open-source projects with a total of 1.1M
```
git clone https://github.com/ml-tooling/universal-build
```
-- [PyPi](https://pypi.org/project/universal-build) (π₯ 280 / month Β· π¦ 7 Β· β±οΈ 16.11.2021):
+- [PyPi](https://pypi.org/project/universal-build) (π₯ 110 / month Β· π¦ 7 Β· β±οΈ 16.11.2021):
```
pip install universal-build
```
Show 2 hidden projects...
+Show 3 hidden projects...
- buildout (π₯20 Β· β 610) - Buildout is a deployment automation tool written in and extended.. βοΈZPL-2.1
- paver (π₯19 Β· β 460 Β· π) - Python-based project scripting. BSD-3
+- pynt (π₯16 Β· β 160 Β· π) - A pynt of Python build. MIT
@@ -2413,32 +2372,32 @@ This curated list contains 270 awesome open-source projects with a total of 1.1M
psutil (π₯36 Β· β 11K) - Cross-platform lib for process and system monitoring in Python. BSD-3
-- [GitHub](https://github.com/giampaolo/psutil) (π¨βπ» 250 Β· π 1.5K Β· π¦ 800K):
+- [GitHub](https://github.com/giampaolo/psutil) (π¨βπ» 260 Β· π 1.5K Β· π¦ 800K):
```
git clone https://github.com/giampaolo/psutil
```
-- [PyPi](https://pypi.org/project/psutil) (π₯ 370M / month Β· π¦ 20K Β· β±οΈ 28.01.2026):
+- [PyPi](https://pypi.org/project/psutil) (π₯ 390M / month Β· π¦ 20K Β· β±οΈ 28.01.2026):
```
pip install psutil
```
-- [Conda](https://anaconda.org/conda-forge/psutil) (π₯ 66M Β· β±οΈ 29.01.2026):
+- [Conda](https://anaconda.org/conda-forge/psutil) (π₯ 68M Β· β±οΈ 29.01.2026):
```
conda install -c conda-forge psutil
```
py-spy (π₯30 Β· β 15K) - Sampling profiler for Python programs. MIT
+py-spy (π₯31 Β· β 15K) - Sampling profiler for Python programs. MIT
-- [GitHub](https://github.com/benfred/py-spy) (π¨βπ» 57 Β· π 530 Β· π¦ 8.8K):
+- [GitHub](https://github.com/benfred/py-spy) (π¨βπ» 57 Β· π 540 Β· π¦ 8.9K):
```
git clone https://github.com/benfred/py-spy
```
-- [PyPi](https://pypi.org/project/py-spy) (π₯ 23M / month Β· π¦ 240 Β· β±οΈ 24.04.2026):
+- [PyPi](https://pypi.org/project/py-spy) (π₯ 28M / month Β· π¦ 240 Β· β±οΈ 24.04.2026):
```
pip install py-spy
```
-- [Conda](https://anaconda.org/conda-forge/py-spy) (π₯ 910K Β· β±οΈ 27.04.2026):
+- [Conda](https://anaconda.org/conda-forge/py-spy) (π₯ 960K Β· β±οΈ 27.04.2026):
```
conda install -c conda-forge py-spy
```
@@ -2447,80 +2406,64 @@ This curated list contains 270 awesome open-source projects with a total of 1.1M
cargo install py-spy
```
Scalene (π₯27 Β· β 13K) - Scalene: a high-performance, high-precision CPU, GPU, and memory.. Apache-2
-
-- [GitHub](https://github.com/plasma-umass/scalene) (π¨βπ» 62 Β· π 440 Β· π¦ 1K):
-
- ```
- git clone https://github.com/plasma-umass/scalene
- ```
-- [PyPi](https://pypi.org/project/scalene) (π₯ 340K / month Β· π¦ 75 Β· β±οΈ 12.05.2026):
- ```
- pip install scalene
- ```
-pyinstrument (π₯27 Β· β 7.6K) - Call stack profiler for Python. Shows you why your code is slow!. BSD-3
+pyinstrument (π₯29 Β· β 8K Β· π) - Call stack profiler for Python. Shows you why your code is.. BSD-3
-- [GitHub](https://github.com/joerick/pyinstrument) (π¨βπ» 76 Β· π 260 Β· π¦ 4.5K):
+- [GitHub](https://github.com/joerick/pyinstrument) (π¨βπ» 78 Β· π 300 Β· π¦ 4.5K):
```
git clone https://github.com/joerick/pyinstrument
```
-- [PyPi](https://pypi.org/project/pyinstrument) (π₯ 10M / month Β· π¦ 240 Β· β±οΈ 04.01.2026):
+- [PyPi](https://pypi.org/project/pyinstrument) (π₯ 11M / month Β· π¦ 340 Β· β±οΈ 29.07.2026):
```
pip install pyinstrument
```
-- [Conda](https://anaconda.org/conda-forge/pyinstrument) (π₯ 1.3M Β· β±οΈ 04.01.2026):
+- [Conda](https://anaconda.org/conda-forge/pyinstrument) (π₯ 1.3M Β· β±οΈ 30.07.2026):
```
conda install -c conda-forge pyinstrument
```
Yappi (π₯27 Β· β 1.7K) - Yet Another Python Profiler, but this time multithreading, asyncio and.. MIT
+memray (π₯28 Β· β 15K) - Memray is a memory profiler for Python. Apache-2
-- [GitHub](https://github.com/sumerc/yappi) (π¨βπ» 35 Β· π 82 Β· π¦ 1.7K):
+- [GitHub](https://github.com/bloomberg/memray) (π¨βπ» 77 Β· π 460 Β· π¦ 24):
```
- git clone https://github.com/sumerc/yappi
+ git clone https://github.com/bloomberg/memray
```
-- [PyPi](https://pypi.org/project/yappi) (π₯ 3.9M / month Β· π¦ 89 Β· β±οΈ 17.03.2026):
+- [PyPi](https://pypi.org/project/memray) (π₯ 16M / month Β· π¦ 210 Β· β±οΈ 07.08.2026):
```
- pip install yappi
+ pip install memray
```
-- [Conda](https://anaconda.org/conda-forge/yappi) (π₯ 430K Β· β±οΈ 18.03.2026):
+- [Conda](https://anaconda.org/conda-forge/memray) (π₯ 760K Β· β±οΈ 08.04.2026):
```
- conda install -c conda-forge yappi
+ conda install -c conda-forge memray
```
memray (π₯26 Β· β 15K) - Memray is a memory profiler for Python. Apache-2
+Scalene (π₯26 Β· β 13K) - Scalene: a high-performance, high-precision CPU, GPU, and memory.. Apache-2
-- [GitHub](https://github.com/bloomberg/memray) (π¨βπ» 72 Β· π 440 Β· π¦ 24):
+- [GitHub](https://github.com/plasma-umass/scalene) (π¨βπ» 62 Β· π 440 Β· π¦ 1.1K):
```
- git clone https://github.com/bloomberg/memray
- ```
-- [PyPi](https://pypi.org/project/memray) (π₯ 15M / month Β· π¦ 150 Β· β±οΈ 08.04.2026):
- ```
- pip install memray
+ git clone https://github.com/plasma-umass/scalene
```
-- [Conda](https://anaconda.org/conda-forge/memray) (π₯ 730K Β· β±οΈ 08.04.2026):
+- [PyPi](https://pypi.org/project/scalene) (π₯ 390K / month Β· π¦ 75 Β· β±οΈ 12.05.2026):
```
- conda install -c conda-forge memray
+ pip install scalene
```
memory-profiler (π₯25 Β· β 4.5K Β· π€) - Monitor Memory usage of Python code. BSD-3
+Yappi (π₯26 Β· β 1.7K) - Yet Another Python Profiler, but this time multithreading, asyncio and.. MIT
-- [GitHub](https://github.com/pythonprofilers/memory_profiler) (π¨βπ» 100 Β· π 390):
+- [GitHub](https://github.com/sumerc/yappi) (π¨βπ» 35 Β· π 82 Β· π¦ 1.7K):
```
- git clone https://github.com/pythonprofilers/memory_profiler
+ git clone https://github.com/sumerc/yappi
```
-- [PyPi](https://pypi.org/project/memory_profiler) (π₯ 9.1M / month Β· π¦ 460 Β· β±οΈ 15.11.2022):
+- [PyPi](https://pypi.org/project/yappi) (π₯ 5.1M / month Β· π¦ 89 Β· β±οΈ 17.03.2026):
```
- pip install memory_profiler
+ pip install yappi
```
-- [Conda](https://anaconda.org/conda-forge/memory_profiler) (π₯ 5M Β· β±οΈ 04.12.2025):
+- [Conda](https://anaconda.org/conda-forge/yappi) (π₯ 440K Β· β±οΈ 18.03.2026):
```
- conda install -c conda-forge memory_profiler
+ conda install -c conda-forge yappi
```
memory_profiler (π₯25 Β· β 4.5K Β· π€) - Monitor Memory usage of Python code. BSD-3
@@ -2530,43 +2473,59 @@ This curated list contains 270 awesome open-source projects with a total of 1.1M
```
git clone https://github.com/fabianp/memory_profiler
```
-- [PyPi](https://pypi.org/project/memory_profiler) (π₯ 9.1M / month Β· π¦ 460 Β· β±οΈ 15.11.2022):
+- [PyPi](https://pypi.org/project/memory_profiler) (π₯ 7.1M / month Β· π¦ 460 Β· β±οΈ 15.11.2022):
```
pip install memory_profiler
```
-- [Conda](https://anaconda.org/conda-forge/memory_profiler) (π₯ 5M Β· β±οΈ 04.12.2025):
+- [Conda](https://anaconda.org/conda-forge/memory_profiler) (π₯ 5.2M Β· β±οΈ 04.12.2025):
```
conda install -c conda-forge memory_profiler
```
pympler (π₯25 Β· β 1.2K) - Development tool to measure, monitor and analyze the memory behavior.. Apache-2
+pympler (π₯25 Β· β 1.4K) - Development tool to measure, monitor and analyze the memory behavior.. Apache-2
-- [GitHub](https://github.com/pympler/pympler) (π¨βπ» 31 Β· π 89):
+- [GitHub](https://github.com/pympler/pympler) (π¨βπ» 31 Β· π 93):
```
git clone https://github.com/pympler/pympler
```
-- [PyPi](https://pypi.org/project/pympler) (π₯ 5.6M / month Β· π¦ 260 Β· β±οΈ 28.06.2024):
+- [PyPi](https://pypi.org/project/pympler) (π₯ 6.5M / month Β· π¦ 260 Β· β±οΈ 28.06.2024):
```
pip install pympler
```
-- [Conda](https://anaconda.org/conda-forge/pympler) (π₯ 780K Β· β±οΈ 15.07.2026):
+- [Conda](https://anaconda.org/conda-forge/pympler) (π₯ 800K Β· β±οΈ 15.07.2026):
```
conda install -c conda-forge pympler
```
line_profiler (π₯24 Β· β 3.2K) - Line-by-line profiling for Python. BSD-3
+memory-profiler (π₯23 Β· β 4.5K Β· π€) - Monitor Memory usage of Python code. BSD-3
+
+- [GitHub](https://github.com/pythonprofilers/memory_profiler) (π¨βπ» 100 Β· π 390):
+
+ ```
+ git clone https://github.com/pythonprofilers/memory_profiler
+ ```
+- [PyPi](https://pypi.org/project/memory_profiler) (π¦ 460 Β· β±οΈ 15.11.2022):
+ ```
+ pip install memory_profiler
+ ```
+- [Conda](https://anaconda.org/conda-forge/memory_profiler) (π₯ 5.2M Β· β±οΈ 04.12.2025):
+ ```
+ conda install -c conda-forge memory_profiler
+ ```
+line_profiler (π₯23 Β· β 3.2K) - Line-by-line profiling for Python. BSD-3
- [GitHub](https://github.com/pyutils/line_profiler) (π¨βπ» 55 Β· π 140):
```
git clone https://github.com/pyutils/line_profiler
```
-- [PyPi](https://pypi.org/project/line_profiler) (π₯ 2.8M / month Β· π¦ 400 Β· β±οΈ 23.02.2026):
+- [PyPi](https://pypi.org/project/line_profiler) (π₯ 2.9M / month Β· π¦ 400 Β· β±οΈ 23.02.2026):
```
pip install line_profiler
```
-- [Conda](https://anaconda.org/conda-forge/line_profiler) (π₯ 5.5M Β· β±οΈ 24.02.2026):
+- [Conda](https://anaconda.org/conda-forge/line_profiler) (π₯ 5.6M Β· β±οΈ 24.02.2026):
```
conda install -c conda-forge line_profiler
```
@@ -2576,9 +2535,9 @@ This curated list contains 270 awesome open-source projects with a total of 1.1M
- Glances (π₯27 Β· β 33K) - Glances an Eye on your system. A top/htop alternative for.. βUnlicensed
- Bpytop (π₯23 Β· β 8.2K Β· π) - Linux/OSX/FreeBSD resource monitor. Apache-2
- Diamond (π₯22 Β· β 1.8K Β· π) - Diamond is a python daemon that collects system metrics and publishes.. MIT
-- vprof (π₯20 Β· β 4K Β· π) - Visual profiler for Python. BSD-2
-- Profiling (π₯18 Β· β 3K Β· π) - Was an interactive continuous Python profiler. BSD-3
-- heartrate (π₯17 Β· β 1.5K Β· π) - Simple real time visualisation of the execution of a Python program. MIT
+- vprof (π₯19 Β· β 4K Β· π) - Visual profiler for Python. BSD-2
+- heartrate (π₯18 Β· β 1.5K Β· π) - Simple real time visualisation of the execution of a Python program. MIT
+- Profiling (π₯17 Β· β 3K Β· π) - Was an interactive continuous Python profiler. BSD-3
- pyheat (π₯16 Β· β 730 Β· π) - pprofile + matplotlib = Python program profiled as an awesome heatmap!. MIT
- livepython (π₯11 Β· β 2.6K Β· π) - Visually trace Python code in real-time. MIT
executing (π₯29 Β· β 400) - Get information about what a Python frame is currently doing,.. MIT
-- [GitHub](https://github.com/alexmojaki/executing) (π¨βπ» 12 Β· π 39 Β· π¦ 340K):
+- [GitHub](https://github.com/alexmojaki/executing) (π¨βπ» 12 Β· π 39 Β· π¦ 350K):
```
git clone https://github.com/alexmojaki/executing
```
-- [PyPi](https://pypi.org/project/executing) (π₯ 140M / month Β· π¦ 800 Β· β±οΈ 01.09.2025):
+- [PyPi](https://pypi.org/project/executing) (π₯ 150M / month Β· π¦ 800 Β· β±οΈ 01.09.2025):
```
pip install executing
```
-- [Conda](https://anaconda.org/conda-forge/executing) (π₯ 29M Β· β±οΈ 01.09.2025):
+- [Conda](https://anaconda.org/conda-forge/executing) (π₯ 30M Β· β±οΈ 01.09.2025):
```
conda install -c conda-forge executing
```
@@ -2615,19 +2574,19 @@ This curated list contains 270 awesome open-source projects with a total of 1.1M
```
pip install gast
```
-- [Conda](https://anaconda.org/conda-forge/gast) (π₯ 4.5M Β· β±οΈ 30.11.2025):
+- [Conda](https://anaconda.org/conda-forge/gast) (π₯ 4.8M Β· β±οΈ 30.11.2025):
```
conda install -c conda-forge gast
```
asteval (π₯24 Β· β 220) - Safe, minimalistic evaluator of python expression using ast module. MIT
-- [GitHub]() (π¨βπ» 28 Β· π 49):
+- [GitHub]() (π¨βπ» 28 Β· π 52):
```
git clone https://github.com/newville/asteval
```
-- [PyPi](https://pypi.org/project/asteval) (π₯ 5.8M / month Β· π¦ 210 Β· β±οΈ 11.06.2026):
+- [PyPi](https://pypi.org/project/asteval) (π₯ 6.5M / month Β· π¦ 210 Β· β±οΈ 11.06.2026):
```
pip install asteval
```
@@ -2639,8 +2598,8 @@ This curated list contains 270 awesome open-source projects with a total of 1.1M
Show 3 hidden projects...
- astunparse (π₯26 Β· β 220 Β· π) - An AST unparser for Python. BSD-3
-- astor (π₯23 Β· β 860 Β· π) - Python AST read/write. BSD-3
-- typed_ast (π₯21 Β· β 230 Β· π) - Modified fork of CPythons ast module that parses `# type:`.. Apache-2
+- astor (π₯24 Β· β 860 Β· π) - Python AST read/write. BSD-3
+- typed_ast (π₯23 Β· β 230 Β· π) - Modified fork of CPythons ast module that parses `# type:`.. Apache-2
@@ -2648,18 +2607,18 @@ This curated list contains 270 awesome open-source projects with a total of 1.1M
-pre-commit (π₯34 Β· β 15K) - A framework for managing and maintaining multi-language pre-commit.. MIT
+pre-commit (π₯35 Β· β 16K) - A framework for managing and maintaining multi-language pre-commit.. MIT
-- [GitHub](https://github.com/pre-commit/pre-commit) (π¨βπ» 170 Β· π 990 Β· π¦ 290K):
+- [GitHub](https://github.com/pre-commit/pre-commit) (π¨βπ» 170 Β· π 1K Β· π¦ 290K):
```
git clone https://github.com/pre-commit/pre-commit
```
-- [PyPi](https://pypi.org/project/pre-commit) (π₯ 170M / month Β· π¦ 37K Β· β±οΈ 21.07.2026):
+- [PyPi](https://pypi.org/project/pre-commit) (π₯ 200M / month Β· π¦ 38K Β· β±οΈ 10.08.2026):
```
pip install pre-commit
```
-- [Conda](https://anaconda.org/conda-forge/pre-commit) (π₯ 10M Β· β±οΈ 22.07.2026):
+- [Conda](https://anaconda.org/conda-forge/pre-commit) (π₯ 11M Β· β±οΈ 11.08.2026):
```
conda install -c conda-forge pre-commit
```
diff --git a/history/2026-08-13_changes.md b/history/2026-08-13_changes.md
new file mode 100644
index 0000000..9439c4a
--- /dev/null
+++ b/history/2026-08-13_changes.md
@@ -0,0 +1,20 @@
+## π Trending Up
+
+_Projects that have a higher project-quality score compared to the last update. There might be a variety of reasons, such as increased downloads or code activity._
+
+- twine (π₯32 Β· β 1.8K Β· π) - Utilities for interacting with PyPI. Apache-2
+- packaging (π₯32 Β· β 750 Β· π) - Core utilities for Python packages. βUnlicensed
+- setuptools_scm (π₯30 Β· β 950 Β· π) - the blessed package to manage your versions by scm tags. MIT
+- pyinstrument (π₯29 Β· β 8K Β· π) - Call stack profiler for Python. Shows you why your code is.. BSD-3
+- flit (π₯29 Β· β 2.3K Β· π) - Simplified packaging of Python modules. BSD-3
+
+## π Trending Down
+
+_Projects that have a lower project-quality score compared to the last update. There might be a variety of reasons such as decreased downloads or code activity._
+
+- bandit (π₯30 Β· β 8.1K Β· π) - Bandit is a tool designed to find common security issues in.. Apache-2
+- mypy-protobuf (π₯21 Β· β 710 Β· π) - Generate mypy stub files from protobuf specs. Apache-2
+- nitpick (π₯17 Β· β 410 Β· π€) - Enforce the same settings on multiple projects. MIT BSD-2
+- dodgy (π₯16 Β· β 120 Β· π) - Dodgy: Searches for dodgy looking lines in Python code. MIT
+
diff --git a/history/2026-08-13_projects.csv b/history/2026-08-13_projects.csv
new file mode 100644
index 0000000..19200d2
--- /dev/null
+++ b/history/2026-08-13_projects.csv
@@ -0,0 +1,269 @@
+,name,github_id,category,description,resource,homepage,contributor_count,github_url,license,created_at,updated_at,fork_count,open_issue_count,star_count,projectrank,show,pypi_id,conda_id,labels,dependent_project_count,github_dependent_project_count,pypi_url,pypi_latest_release_published_at,latest_stable_release_published_at,latest_stable_release_number,release_count,pypi_dependent_project_count,pypi_monthly_downloads,monthly_downloads,conda_url,conda_latest_release_published_at,conda_total_downloads,projectrank_placing,dockerhub_id,dockerhub_url,dockerhub_latest_release_published_at,dockerhub_stars,dockerhub_pulls,trending,cargo_id,cargo_url,cargo_latest_release_published_at,cargo_dependent_project_count,npm_id,npm_url,npm_latest_release_published_at,npm_dependent_project_count,npm_monthly_downloads,conda_forge
+0,best-of-web-python - Testing,ml-tooling/best-of-web-python,testing,Testing libraries & tools for python web frameworks.,True,https://github.com/ml-tooling/best-of-web-python,17.0,https://github.com/ml-tooling/best-of-web-python,CC-BY-SA-4.0,2021-01-05 13:09:27.000,2025-10-09 17:36:28.000000,192.0,3.0,2617.0,0,True,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
+1,best-of-mkdocs,pawamoy/best-of-mkdocs,documentation,Collection of MkDocs projects and plugins.,True,{},63.0,,,,,,,,0,True,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
+2,Python.org Packaging,,packaging,An Overview of Packaging for Python.,True,https://packaging.python.org/overview/,,,,,,,,,0,True,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
+3,unittest,,testing,Unittest is a test framework included in the Python standard library.,True,https://docs.python.org/3/library/unittest.html,,,,,,,,,0,True,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
+4,pytest,pytest-dev/pytest,testing,"The pytest framework makes it easy to write small tests, yet scales to support complex functional testing.",,https://github.com/pytest-dev/pytest,1150.0,https://github.com/pytest-dev/pytest,MIT,2015-06-15 20:28:27.000,2026-08-09 08:59:00.000000,3278.0,812.0,14399.0,39,True,pytest,conda-forge/pytest,['pytest'],2051692.0,1859720.0,https://pypi.org/project/pytest,2026-06-19 10:58:31.000,2026-06-19 10:58:31.000,9.1.1,192.0,191972.0,1080084602.0,1080866083.0,https://anaconda.org/conda-forge/pytest,2026-06-22 11:24:21.473,54703681.0,1.0,,,,,,,,,,,,,,,,
+5,black,psf/black,formatters,The uncompromising Python code formatter.,,https://github.com/psf/black,547.0,https://github.com/psf/black,MIT,2018-03-14 19:54:45.000,2026-08-10 21:24:42.000000,2841.0,299.0,41792.0,37,True,black,conda-forge/black,,754197.0,688470.0,https://pypi.org/project/black,2026-05-18 16:53:33.000,2026-05-18 16:53:33.000,26.5.1,74.0,65727.0,182972836.0,183238127.0,https://anaconda.org/conda-forge/black,2026-05-22 14:44:05.181,19366309.0,1.0,,,,,,,,,,,,,,,,
+6,tqdm,tqdm/tqdm,logging,"A Fast, Extensible Progress Bar for Python and CLI.",,https://github.com/tqdm/tqdm,149.0,https://github.com/tqdm/tqdm,MPL-2.0,2015-06-03 13:13:14.000,2026-08-08 01:40:58.309166,1482.0,587.0,31270.0,37,True,tqdm,conda-forge/tqdm,,1281616.0,1223104.0,https://pypi.org/project/tqdm,2026-07-27 11:33:13.000,2026-07-27 11:33:13.000,4.70.0,152.0,58512.0,672965459.0,673709731.0,https://anaconda.org/conda-forge/tqdm,2026-07-27 17:16:56.046,55071502.0,1.0,tqdm/tqdm,https://hub.docker.com/r/tqdm/tqdm,2026-08-08 01:40:58.309166,3.0,8551.0,,,,,,,,,,,
+7,setuptools,pypa/setuptools,build-tools,Official project repository for the Setuptools build system.,,https://github.com/pypa/setuptools,653.0,https://github.com/pypa/setuptools,MIT,2016-03-29 14:02:33.000,2026-08-09 13:46:58.683000,1419.0,674.0,2847.0,37,True,setuptools,conda-forge/setuptools,,903855.0,869716.0,https://pypi.org/project/setuptools,2026-08-08 18:27:56.000,2026-08-08 18:27:56.000,84.0.0,633.0,34139.0,1574792275.0,1577738942.0,https://anaconda.org/conda-forge/setuptools,2026-08-09 13:46:58.683,221000091.0,1.0,,,,,,,,,,,,,,,,
+8,rich,Textualize/rich,logging,Rich is a Python library for rich text and beautiful formatting in the terminal.,,https://github.com/Textualize/rich,289.0,https://github.com/Textualize/rich,MIT,2019-11-10 15:28:09.000,2026-04-12 11:02:00.080000,2156.0,325.0,56361.0,36,True,rich,conda-forge/rich,,603278.0,559510.0,https://pypi.org/project/rich,2026-04-12 08:24:02.000,2026-04-12 08:24:02.000,15.0.0,207.0,43768.0,635485519.0,635815965.0,https://anaconda.org/conda-forge/rich,2026-04-12 11:02:00.080,24122574.0,1.0,,,,,,,,,,,,,,,,
+9,psutil,giampaolo/psutil,profiling,Cross-platform lib for process and system monitoring in Python.,,https://github.com/giampaolo/psutil,255.0,https://github.com/giampaolo/psutil,BSD-3-Clause,2014-05-23 14:01:48.000,2026-08-12 22:54:17.000000,1508.0,264.0,11264.0,36,True,psutil,conda-forge/psutil,,822106.0,802484.0,https://pypi.org/project/psutil,2026-01-28 18:14:57.000,2026-01-28 18:14:57.000,7.2.2,104.0,19622.0,391974052.0,392909058.0,https://anaconda.org/conda-forge/psutil,2026-01-29 09:23:17.173,68255455.0,1.0,,,,,,,,,,,,,,,,
+10,pip,pypa/pip,dependency-managers,The Python package installer.,,https://github.com/pypa/pip,903.0,https://github.com/pypa/pip,MIT,2011-03-06 14:30:46.000,2026-08-05 07:22:12.178000,3331.0,963.0,10248.0,36,True,pip,conda-forge/pip,,261028.0,254784.0,https://pypi.org/project/pip,2026-08-04 22:51:12.000,2026-08-04 22:51:12.000,26.2.1,160.0,6244.0,689851635.0,693083237.0,https://anaconda.org/conda-forge/pip,2026-08-05 07:22:12.178,242370189.0,1.0,,,,,,,,,,,,,,,,
+11,virtualenv,pypa/virtualenv,virtual-envs,Virtual Python Environment builder.,,https://github.com/pypa/virtualenv,312.0,https://github.com/pypa/virtualenv,MIT,2011-03-06 14:33:27.000,2026-08-11 05:58:39.937000,1110.0,2.0,5041.0,36,True,virtualenv,conda-forge/virtualenv,,515367.0,513136.0,https://pypi.org/project/virtualenv,2026-08-10 22:54:31.000,2026-08-10 22:54:31.000,21.7.4,277.0,2231.0,554109911.0,554442853.0,https://anaconda.org/conda-forge/virtualenv,2026-08-11 05:58:39.937,23305978.0,1.0,,,,,,,,,,,,,,,,
+12,ruff,charliermarsh/ruff,linters,"An extremely fast Python linter and code formatter, written in Rust.",,https://docs.astral.sh/ruff,942.0,,MIT,2022-11-30 10:02:13.208,2026-08-08 01:42:03.750000,2306.0,,49100.0,35,True,ruff,conda-forge/ruff,,308597.0,224102.0,https://pypi.org/project/ruff,2026-08-07 13:30:14.000,2026-08-07 13:30:14.000,0.16.2,418.0,84495.0,326284492.0,326467743.0,https://anaconda.org/conda-forge/ruff,2026-08-08 01:42:03.750,8246315.0,1.0,,,,,,,,,,,,,,,,
+13,pipenv,pypa/pipenv,virtual-envs,Python Development Workflow for Humans.,,https://github.com/pypa/pipenv,544.0,https://github.com/pypa/pipenv,MIT,2017-01-20 00:44:02.000,2026-08-04 04:24:32.760000,1878.0,19.0,25047.0,35,True,pipenv,conda-forge/pipenv,,174634.0,174375.0,https://pypi.org/project/pipenv,2026-08-04 00:11:23.000,2026-08-04 00:11:23.000,2026.7.1,420.0,259.0,26182949.0,26187757.0,https://anaconda.org/conda-forge/pipenv,2026-08-04 04:24:32.760,360670.0,2.0,,,,,,,,,,,,,,,,
+14,mypy,python/mypy,type-checkers,Optional static typing for Python.,,https://github.com/python/mypy,862.0,https://github.com/python/mypy,,2012-12-07 13:30:23.000,2026-07-14 02:19:09.405000,3236.0,3166.0,20528.0,35,False,mypy,conda-forge/mypy,,462950.0,390759.0,https://pypi.org/project/mypy,2026-07-13 11:28:38.000,2026-07-13 11:28:38.000,2.3.0,140.0,72191.0,212904914.0,213016271.0,https://anaconda.org/conda-forge/mypy,2026-07-14 02:19:09.405,8240490.0,1.0,,,,,,,,,,,,,,,,
+15,pre-commit,pre-commit/pre-commit,others,A framework for managing and maintaining multi-language pre-commit hooks.,,https://github.com/pre-commit/pre-commit,167.0,https://github.com/pre-commit/pre-commit,MIT,2014-03-13 00:39:38.000,2026-08-11 00:33:10.928000,1000.0,26.0,15500.0,35,True,pre-commit,conda-forge/pre-commit,,326056.0,288132.0,https://pypi.org/project/pre-commit,2026-08-10 22:07:16.000,2026-08-10 22:07:16.000,4.6.2,204.0,37924.0,198141641.0,198300621.0,https://anaconda.org/conda-forge/pre-commit,2026-08-11 00:33:10.928,10810674.0,1.0,,,,,,,,,,,,,,,,
+16,mkdocs-material,squidfunk/mkdocs-material,documentation,Documentation that simply works.,,https://github.com/squidfunk/mkdocs-material,332.0,https://github.com/squidfunk/mkdocs-material,MIT,2016-01-28 22:09:23.000,2026-07-18 12:55:48.349000,4109.0,1.0,27112.0,34,True,mkdocs-material,conda-forge/mkdocs-material,['mkdocs'],105432.0,91760.0,https://pypi.org/project/mkdocs-material,2026-07-17 16:21:30.000,2026-07-17 16:21:30.000,9.7.7,442.0,13672.0,17661254.0,17676218.0,https://anaconda.org/conda-forge/mkdocs-material,2026-07-18 12:55:48.349,1122334.0,1.0,,,,,,,,,,,,,,,,
+17,jedi,davidhalter/jedi,refactoring,"Awesome autocompletion, static analysis and refactoring library for python.",,https://github.com/davidhalter/jedi,180.0,https://github.com/davidhalter/jedi,MIT,2012-02-19 23:12:30.000,2026-06-23 21:59:49.043000,530.0,72.0,6138.0,34,True,jedi,conda-forge/jedi,,604636.0,603035.0,https://pypi.org/project/jedi,2026-05-01 23:38:43.000,2026-05-01 23:38:43.000,0.20.0,36.0,1601.0,141668521.0,142222973.0,https://anaconda.org/conda-forge/jedi,2026-06-23 21:59:49.043,41029503.0,1.0,,,,,,,,,,,,,,,,
+18,playwright-python,microsoft/playwright-python,testing,Python version of the Playwright testing and automation library.,,https://github.com/microsoft/playwright-python,57.0,https://github.com/microsoft/playwright-python,Apache-2.0,2020-07-01 15:28:13.000,2026-07-31 17:00:44.000000,1200.0,1.0,14865.0,33,True,playwright,,,67702.0,60219.0,https://pypi.org/project/playwright,2026-07-31 17:00:44.000,2026-07-31 17:00:44.000,1.62.0,131.0,7483.0,99206142.0,99206142.0,,,,1.0,,,,,,,,,,,,,,,,
+19,pyinstaller,pyinstaller/pyinstaller,packaging,Freeze (package) Python programs into stand-alone executables.,,https://github.com/pyinstaller/pyinstaller,496.0,https://github.com/pyinstaller/pyinstaller,GPL-2.0,2011-11-23 11:05:56.000,2026-08-09 01:04:43.428000,2025.0,289.0,13053.0,33,True,pyinstaller,conda-forge/pyinstaller,,92982.0,90394.0,https://pypi.org/project/pyinstaller,2026-08-08 13:33:46.000,2026-08-08 13:33:46.000,6.22.0,74.0,2588.0,12783771.0,12814510.0,https://anaconda.org/conda-forge/pyinstaller,2026-08-09 01:04:43.428,2059526.0,1.0,,,,,,,,,,,,,,,,
+20,hypothesis,HypothesisWorks/hypothesis,testing,The property-based testing library for Python.,,https://github.com/HypothesisWorks/hypothesis,414.0,https://github.com/HypothesisWorks/hypothesis,MPL-2.0,2013-03-10 13:51:19.000,2026-08-12 22:33:48.000000,667.0,44.0,8869.0,33,True,hypothesis,conda-forge/hypothesis,,52751.0,44769.0,https://pypi.org/project/hypothesis,2026-08-12 22:33:48.000,2026-08-12 22:33:48.000,6.165.5,1559.0,7982.0,50446211.0,50723760.0,https://anaconda.org/conda-forge/hypothesis,2026-08-11 03:49:40.919,20816222.0,1.0,,,,,,,,,,,,,,,,
+21,isort,PyCQA/isort,formatters,A Python utility / library to sort imports.,,https://github.com/PyCQA/isort,351.0,https://github.com/PyCQA/isort,MIT,2013-09-02 22:22:53.000,2026-08-08 13:09:36.000000,671.0,88.0,6948.0,33,True,isort,conda-forge/isort,,614135.0,584851.0,https://pypi.org/project/isort,2026-08-08 13:09:36.000,2026-02-28 10:08:19.000,8.0.1,156.0,29284.0,142513828.0,142649050.0,https://anaconda.org/conda-forge/isort,2026-02-28 11:36:11.788,9871277.0,2.0,,,,,,,,,,,,,,,,
+22,pylint,PyCQA/pylint,linters,python code static checker.,,https://github.com/pylint-dev/pylint,664.0,,GPL-2.0,2020-06-17 14:34:01.091,2026-08-10 02:26:47.160000,1295.0,,5710.0,33,True,pylint,conda-forge/pylint,,507765.0,494194.0,https://pypi.org/project/pylint,2026-08-09 19:13:21.000,2026-08-09 19:13:21.000,4.0.7,213.0,13571.0,65072700.0,65187887.0,https://anaconda.org/conda-forge/pylint,2026-08-10 02:26:47.160,8523849.0,1.0,,,,,,,,,,,,,,,,
+23,tox,tox-dev/tox,testing,Command line driven CI frontend and development task automation tool.,,https://github.com/tox-dev/tox,354.0,https://github.com/tox-dev/tox,MIT,2016-09-17 16:54:22.000,2026-08-11 13:10:44.952000,569.0,1.0,3918.0,33,True,tox,conda-forge/tox,['pytest'],150657.0,136955.0,https://pypi.org/project/tox,2026-08-10 22:51:05.000,2026-08-10 22:51:05.000,4.59.0,298.0,13702.0,35490342.0,35517032.0,https://anaconda.org/conda-forge/tox,2026-08-11 13:10:44.952,2001777.0,1.0,,,,,,,,,,,,,,,,
+24,pytest-asyncio,pytest-dev/pytest-asyncio,testing,Asyncio support for pytest.,,https://github.com/pytest-dev/pytest-asyncio,82.0,https://github.com/pytest-dev/pytest-asyncio,Apache-2.0,2015-04-11 00:18:05.000,2026-08-05 19:15:17.000000,199.0,50.0,1654.0,33,True,pytest-asyncio,conda-forge/pytest-asyncio,['pytest'],261508.0,220265.0,https://pypi.org/project/pytest-asyncio,2026-05-26 09:56:02.000,2026-05-26 09:56:02.000,1.4.0,76.0,41243.0,293160679.0,293214856.0,https://anaconda.org/conda-forge/pytest-asyncio,2026-05-26 13:34:51.646,4063313.0,1.0,,,,,,,,,,,,,,,,
+25,wheel,pypa/wheel,build-tools,The official binary distribution format for Python.,,https://github.com/pypa/wheel,92.0,https://github.com/pypa/wheel,MIT,2017-07-25 20:24:25.000,2026-08-13 09:27:29.701000,187.0,7.0,569.0,33,True,wheel,conda-forge/wheel,,408164.0,391352.0,https://pypi.org/project/wheel,2026-08-11 22:02:26.000,2026-08-11 22:02:26.000,0.48.0,87.0,16812.0,579103280.0,581667161.0,https://anaconda.org/conda-forge/wheel,2026-08-13 09:27:29.701,184599496.0,1.0,,,,,,,,,,,,,,,,
+26,poetry,python-poetry/poetry,dependency-managers,Python packaging and dependency management made easy.,,https://github.com/python-poetry/poetry,667.0,https://github.com/python-poetry/poetry,MIT,2018-02-28 15:23:47.000,2026-08-10 21:37:56.000000,2476.0,562.0,34290.0,32,True,poetry,conda-forge/poetry,,925.0,,https://pypi.org/project/poetry,2026-05-09 15:18:55.000,2026-05-09 15:18:55.000,2.4.1,188.0,925.0,82370691.0,82482717.0,https://anaconda.org/conda-forge/poetry,2026-05-09 16:51:24.968,8289932.0,1.0,,,,,,,,,,,,,,,,
+27,mkdocs,mkdocs/mkdocs,documentation,Project documentation with Markdown.,,https://github.com/mkdocs/mkdocs,262.0,https://github.com/mkdocs/mkdocs,BSD-2-Clause,2014-01-11 21:05:21.000,2025-10-20 13:17:06.000000,2637.0,184.0,22292.0,32,True,mkdocs,conda-forge/mkdocs,['mkdocs'],113217.0,106081.0,https://pypi.org/project/mkdocs,2024-08-30 12:24:05.000,2024-08-30 12:24:05.000,1.6.1,62.0,7136.0,17545283.0,17565108.0,https://anaconda.org/conda-forge/mkdocs,2025-04-22 14:56:22.183,1229166.0,1.0,,,,,,,,,,,,,,,,
+28,robotframework,robotframework/robotframework,testing,Generic automation framework for acceptance testing and RPA.,,https://github.com/robotframework/robotframework,235.0,https://github.com/robotframework/robotframework,Apache-2.0,2014-06-27 11:10:38.000,2026-07-17 16:22:27.000000,2553.0,299.0,11759.0,32,True,robotframework,conda-forge/robotframework,,15400.0,14188.0,https://pypi.org/project/robotframework,2026-07-17 16:22:02.000,2026-03-03 16:28:51.000,7.4.2,153.0,1212.0,4968880.0,4973328.0,https://anaconda.org/conda-forge/robotframework,2026-03-04 14:33:43.144,289166.0,2.0,,,,,,,,,,,,,,,,
+29,flake8,PyCQA/flake8,linters,Flake8 is a wrapper around these tools: PyFlakes; pycodestyle; Ned Batchelders McCabe script.,,https://github.com/PyCQA/flake8,178.0,https://github.com/PyCQA/flake8,MIT,2014-09-13 17:06:24.000,2026-05-19 00:51:26.000000,348.0,23.0,3797.0,32,True,flake8,conda-forge/flake8,,720256.0,693722.0,https://pypi.org/project/flake8,2025-06-20 19:31:34.000,2025-06-20 19:31:34.000,7.3.0,94.0,26534.0,56903526.0,57054455.0,https://anaconda.org/conda-forge/flake8,2025-06-26 20:01:55.726,11319699.0,1.0,,,,,,,,,,,,,,,,
+30,pytest-cov,pytest-dev/pytest-cov,testing,Coverage plugin for pytest.,,https://github.com/pytest-dev/pytest-cov,104.0,https://github.com/pytest-dev/pytest-cov,MIT,2014-04-17 20:01:12.000,2026-04-24 21:33:08.000000,242.0,169.0,2054.0,32,True,pytest-cov,conda-forge/pytest-cov,['pytest'],77890.0,,https://pypi.org/project/pytest-cov,2026-03-21 20:11:14.000,2026-03-21 20:11:14.000,7.1.0,54.0,77890.0,238145371.0,238410431.0,https://anaconda.org/conda-forge/pytest-cov,2026-03-22 00:27:51.180,19879541.0,2.0,,,,,,,,,,,,,,,,
+31,twine,pypa/twine,build-tools,Utilities for interacting with PyPI.,,https://github.com/pypa/twine,134.0,https://github.com/pypa/twine,Apache-2.0,2013-08-13 15:39:39.000,2026-08-05 19:53:40.000000,334.0,53.0,1781.0,32,True,twine,conda-forge/twine,,187346.0,145118.0,https://pypi.org/project/twine,2026-07-27 15:58:59.000,2026-07-27 15:58:59.000,7.0.0,60.0,42228.0,34346384.0,34373673.0,https://anaconda.org/conda-forge/twine,2026-07-28 15:23:16.257,2019425.0,2.0,,,,,,2.0,,,,,,,,,,
+32,packaging,pypa/packaging,packaging,Core utilities for Python packages.,,https://github.com/pypa/packaging,149.0,https://github.com/pypa/packaging,,2014-05-15 22:49:43.000,2026-08-05 00:02:25.436000,314.0,91.0,746.0,32,False,packaging,conda-forge/packaging,,1954972.0,1933590.0,https://pypi.org/project/packaging,2026-08-04 18:15:27.000,,,54.0,21382.0,2253017242.0,2254572657.0,https://anaconda.org/conda-forge/packaging,2026-08-05 00:02:25.436,116656180.0,1.0,,,,,,2.0,,,,,,,,,,
+33,loguru,Delgan/loguru,logging,Python logging made (stupidly) simple.,,https://github.com/Delgan/loguru,77.0,https://github.com/Delgan/loguru,MIT,2017-08-15 17:22:32.000,2026-05-24 13:07:54.000000,797.0,251.0,23948.0,31,True,loguru,conda-forge/loguru,,171727.0,156672.0,https://pypi.org/project/loguru,2024-12-06 11:20:54.000,2024-12-06 11:20:54.000,0.7.3,22.0,15055.0,82245774.0,82309290.0,https://anaconda.org/conda-forge/loguru,2026-01-16 11:15:00.482,4763721.0,1.0,,,,,,,,,,,,,,,,
+34,py-spy,benfred/py-spy,profiling,Sampling profiler for Python programs.,,https://github.com/benfred/py-spy,57.0,https://github.com/benfred/py-spy,MIT,2018-08-01 02:22:15.000,2026-07-20 17:54:15.000000,540.0,236.0,15398.0,31,True,py-spy,conda-forge/py-spy,,9151.0,8910.0,https://pypi.org/project/py-spy,2026-04-24 22:08:45.000,2026-04-24 22:09:42.172,0.4.2,41.0,236.0,28320903.0,28334066.0,https://anaconda.org/conda-forge/py-spy,2026-04-27 18:05:01.608,960952.0,1.0,,,,,,,py-spy,https://crates.io/crates/py-spy,2026-04-24 22:09:42.172,5.0,,,,,,
+35,yapf,google/yapf,formatters,A formatter for Python files.,,https://github.com/google/yapf,156.0,https://github.com/google/yapf,Apache-2.0,2015-03-18 18:22:31.000,2025-10-17 16:01:24.000000,902.0,418.0,13957.0,31,True,yapf,conda-forge/yapf,,109640.0,108384.0,https://pypi.org/project/yapf,2024-11-14 00:11:39.000,2024-11-14 00:11:39.000,0.43.0,75.0,1256.0,9220025.0,9277030.0,https://anaconda.org/conda-forge/yapf,2025-04-22 14:56:24.153,3648363.0,2.0,,,,,,,,,,,,,,,,
+36,pipx,pypa/pipx,dependency-managers,Install and Run Python Applications in Isolated Environments.,,https://github.com/pypa/pipx,207.0,https://github.com/pypa/pipx,MIT,2018-10-06 18:47:46.000,2026-08-04 15:09:02.000000,589.0,,12903.0,31,True,pipx,conda-forge/pipx,,4995.0,4888.0,https://pypi.org/project/pipx,2026-08-04 15:09:02.000,2026-08-04 15:09:02.000,1.16.6,86.0,107.0,7296992.0,7301449.0,https://anaconda.org/conda-forge/pipx,2026-06-05 14:08:56.720,249606.0,2.0,,,,,,,,,,,,,,,,
+37,pip-tools,jazzband/pip-tools,dependency-managers,A set of tools to keep your pinned Python dependencies fresh.,,https://github.com/jazzband/pip-tools,228.0,https://github.com/jazzband/pip-tools,BSD-3-Clause,2012-09-10 08:50:26.000,2026-08-12 00:04:07.000000,671.0,172.0,8009.0,31,True,pip-tools,conda-forge/pip-tools,,41533.0,38382.0,https://pypi.org/project/pip-tools,2026-08-12 00:04:07.000,2026-08-12 00:04:07.000,7.6.1,127.0,3151.0,17245353.0,17250104.0,https://anaconda.org/conda-forge/pip-tools,2026-07-18 18:49:58.011,356396.0,2.0,,,,,,,,,,,,,,,,
+38,sphinx,sphinx-doc/sphinx,documentation,The Sphinx documentation generator.,,https://github.com/sphinx-doc/sphinx,910.0,https://github.com/sphinx-doc/sphinx,,2015-01-02 10:53:28.000,2026-03-08 22:44:48.000000,2394.0,1423.0,7719.0,31,False,sphinx,conda-forge/sphinx,['sphinx'],527987.0,491930.0,https://pypi.org/project/sphinx,2025-12-31 15:09:25.000,2025-12-31 15:09:25.000,9.1.0,241.0,36057.0,86796164.0,87007801.0,https://anaconda.org/conda-forge/sphinx,2026-01-01 12:53:05.325,15872819.0,1.0,,,,,,,,,,,,,,,,
+39,structlog,hynek/structlog,logging,"Simple, powerful, and fast logging for Python.",,https://github.com/hynek/structlog,144.0,https://github.com/hynek/structlog,Apache-2.0,2013-08-13 15:55:58.000,2026-06-06 12:56:29.674000,279.0,31.0,4820.0,31,True,structlog,conda-forge/structlog,,42258.0,37287.0,https://pypi.org/project/structlog,2026-06-06 07:33:38.000,2026-06-06 07:33:38.000,26.1.0,43.0,4971.0,114595402.0,114617207.0,https://anaconda.org/conda-forge/structlog,2026-06-06 12:56:29.674,1460969.0,1.0,,,,,,,,,,,,,,,,
+40,sentry-sdk,getsentry/sentry-python,logging,The official Python SDK for Sentry.io.,,https://github.com/getsentry/sentry-python,346.0,https://github.com/getsentry/sentry-python,MIT,2018-06-18 22:51:10.000,2026-08-13 13:11:57.000000,650.0,429.0,2202.0,31,True,sentry-sdk,conda-forge/sentry-sdk,,1906.0,,https://pypi.org/project/sentry-sdk,2026-08-13 09:06:19.000,2026-08-13 09:06:19.000,2.68.0,345.0,1906.0,180690586.0,180716500.0,https://anaconda.org/conda-forge/sentry-sdk,2026-08-10 22:12:35.435,1917649.0,1.0,,,,,,,,,,,,,,,,
+41,pytest-mock,pytest-dev/pytest-mock,testing,Thin-wrapper around the mock package for easier use with pytest.,,https://github.com/pytest-dev/pytest-mock,84.0,https://github.com/pytest-dev/pytest-mock,MIT,2014-07-17 00:40:32.000,2026-08-08 14:23:04.000000,166.0,12.0,2036.0,31,True,pytest-mock,conda-forge/pytest-mock,['pytest'],149448.0,140035.0,https://pypi.org/project/pytest-mock,2025-09-16 16:37:25.000,2025-09-16 16:37:25.000,3.15.1,66.0,9413.0,105563107.0,105643289.0,https://anaconda.org/conda-forge/pytest-mock,2025-09-17 09:28:14.765,5933478.0,2.0,,,,,,,,,,,,,,,,
+42,pytest-xdist,pytest-dev/pytest-xdist,testing,pytest plugin for distributed testing and loop-on-failures testing modes.,,https://github.com/pytest-dev/pytest-xdist,118.0,https://github.com/pytest-dev/pytest-xdist,MIT,2015-09-01 18:51:45.000,2026-08-03 22:08:32.000000,276.0,316.0,1892.0,31,True,pytest-xdist,conda-forge/pytest-xdist,['pytest'],145093.0,139476.0,https://pypi.org/project/pytest-xdist,2025-07-01 13:30:56.000,2025-07-01 13:30:56.000,3.8.0,71.0,5617.0,176612732.0,176806415.0,https://anaconda.org/conda-forge/pytest-xdist,2025-07-02 10:39:49.174,14138931.0,2.0,,,,,,,,,,,,,,,,
+43,nodeenv,ekalinin/nodeenv,virtual-envs,Virtual environment for Node.js & integrator with virtualenv.,,https://github.com/ekalinin/nodeenv,108.0,https://github.com/ekalinin/nodeenv,BSD-3-Clause,2011-03-29 15:28:56.000,2025-12-27 20:06:33.000000,220.0,50.0,1782.0,31,True,nodeenv,conda-forge/nodeenv,,148828.0,148419.0,https://pypi.org/project/nodeenv,2025-12-20 14:08:52.000,2025-12-20 14:08:52.000,1.10.0,75.0,409.0,218705006.0,218832988.0,https://anaconda.org/conda-forge/nodeenv,2025-12-20 20:08:47.195,9470722.0,2.0,,,,,,,,,,,,,,,,
+44,pyright,Microsoft/pyright,type-checkers,Static Type Checker for Python.,,https://github.com/Microsoft/pyright,154.0,https://github.com/Microsoft/pyright,MIT,2019-03-12 03:38:46.000,2026-08-12 22:55:34.000000,1804.0,320.0,15583.0,30,True,,,,1841.0,1730.0,,,2026-08-12 22:51:57.922,1.1.412,496.0,,,3071031.0,,,,2.0,,,,,,,,,,,pyright,https://www.npmjs.com/package/pyright,2026-08-12 22:51:57.922,111.0,3071031.0,
+45,PDM,pdm-project/pdm,dependency-managers,A modern Python package and dependency manager supporting the latest PEP standards.,,https://github.com/pdm-project/pdm,258.0,https://github.com/pdm-project/pdm,MIT,2019-12-27 03:50:57.000,2026-08-11 11:12:53.000000,480.0,50.0,8672.0,30,True,pdm,conda-forge/pdm,,866.0,629.0,https://pypi.org/project/pdm,2026-08-11 11:12:53.000,2026-08-11 11:12:53.000,2.28.1,251.0,237.0,12200778.0,12233214.0,https://anaconda.org/conda-forge/pdm,2026-06-23 06:06:23.305,1913774.0,2.0,,,,,,,,,,,,,,,,
+46,bandit,PyCQA/bandit,security,Bandit is a tool designed to find common security issues in Python code.,,https://github.com/PyCQA/bandit,197.0,https://github.com/PyCQA/bandit,Apache-2.0,2018-04-26 09:08:12.000,2026-05-25 22:28:37.000000,778.0,248.0,8091.0,30,True,bandit,conda-forge/bandit,,71186.0,67810.0,https://pypi.org/project/bandit,2026-02-25 06:44:13.000,2026-02-25 06:44:13.000,1.9.4,51.0,3376.0,29570434.0,29580609.0,https://anaconda.org/conda-forge/bandit,2026-02-25 10:39:26.216,712262.0,1.0,,,,,,-2.0,,,,,,,,,,
+47,conda,conda/conda,dependency-managers,"A system-level, binary package and environment manager running on all major operating systems and platforms.",,https://github.com/conda/conda,503.0,https://github.com/conda/conda,BSD-3-Clause,2012-10-15 22:08:03.000,2026-08-03 15:41:11.640000,2211.0,674.0,7478.0,30,True,conda,conda-forge/conda,,51988.0,51905.0,https://pypi.org/project/conda,2017-04-22 23:43:59.218,2017-04-22 23:43:59.218,4.3.16,117.0,83.0,5251.0,1064051.0,https://anaconda.org/conda-forge/conda,2026-08-03 15:41:11.640,79410068.0,2.0,,,,,,,,,,,,,,,,
+48,sphinx_rtd_theme,readthedocs/sphinx_rtd_theme,documentation,Sphinx theme from Read the Docs.,,https://github.com/readthedocs/sphinx_rtd_theme,122.0,https://github.com/readthedocs/sphinx_rtd_theme,MIT,2013-10-17 17:10:49.000,2026-07-29 08:40:54.298000,1814.0,266.0,5031.0,30,True,sphinx_rtd_theme,conda-forge/sphinx_rtd_theme,['sphinx'],20329.0,16.0,https://pypi.org/project/sphinx_rtd_theme,2026-01-12 16:03:28.000,2026-01-12 16:03:28.000,3.1.0,64.0,20313.0,14169541.0,14242906.0,https://anaconda.org/conda-forge/sphinx_rtd_theme,2026-07-29 08:40:54.298,5429075.0,2.0,,,,,,,,,,,,,,,,
+49,invoke,pyinvoke/invoke,build-tools,Pythonic task management & command execution.,,https://github.com/pyinvoke/invoke,63.0,https://github.com/pyinvoke/invoke,BSD-2-Clause,2012-02-29 23:59:23.000,2026-04-07 16:34:39.989000,388.0,441.0,4730.0,30,True,invoke,conda-forge/invoke,,35877.0,34523.0,https://pypi.org/project/invoke,2026-04-07 15:17:46.000,2026-04-07 15:17:46.000,3.0.3,71.0,1354.0,85407415.0,85451924.0,https://anaconda.org/conda-forge/invoke,2026-04-07 16:34:39.989,2982113.0,2.0,,,,,,,,,,,,,,,,
+50,tabulate,astanin/python-tabulate,logging,"Pretty-print tabular data in Python, a library and a command-line utility. Repository migrated from..",,https://github.com/astanin/python-tabulate,108.0,https://github.com/astanin/python-tabulate,MIT,2019-09-02 14:34:19.000,2026-03-11 08:45:56.000000,195.0,77.0,2579.0,30,True,tabulate,conda-forge/tabulate,,12252.0,,https://pypi.org/project/tabulate,2026-03-04 18:55:31.000,2026-03-04 18:55:31.000,0.10.0,28.0,12252.0,239390409.0,239599493.0,https://anaconda.org/conda-forge/tabulate,2026-03-05 17:47:04.179,13799570.0,2.0,,,,,,,,,,,,,,,,
+51,pyflakes,PyCQA/pyflakes,linters,A simple program which checks Python source files for errors.,,https://github.com/PyCQA/pyflakes,88.0,https://github.com/PyCQA/pyflakes,MIT,2014-04-07 06:19:46.000,2025-06-21 07:47:51.807000,182.0,61.0,1448.0,30,False,pyflakes,conda-forge/pyflakes,,336904.0,335599.0,https://pypi.org/project/pyflakes,2025-06-20 18:45:26.000,2025-06-20 18:45:26.000,3.4.0,42.0,1305.0,65117276.0,65285566.0,https://anaconda.org/conda-forge/pyflakes,2025-06-21 07:47:51.807,10938858.0,1.0,,,,,,,,,,,,,,,,
+52,setuptools_scm,pypa/setuptools_scm,build-tools,the blessed package to manage your versions by scm tags.,,https://setuptools-scm.readthedocs.io/en/latest/,164.0,,MIT,2020-05-25 12:53:29.627,2026-07-21 17:06:42.928000,242.0,,950.0,30,True,setuptools_scm,conda-forge/setuptools_scm,,36356.0,33668.0,https://pypi.org/project/setuptools_scm,2026-07-21 08:08:03.000,2026-07-21 08:08:03.000,10.2.1,107.0,2688.0,131419525.0,131528930.0,https://anaconda.org/conda-forge/setuptools_scm,2026-07-21 17:06:42.928,8205390.0,2.0,,,,,,2.0,,,,,,,,,,
+53,parso,davidhalter/parso,linters,A Python Parser.,,https://github.com/davidhalter/parso,54.0,https://github.com/davidhalter/parso,MIT,2017-05-08 20:14:30.000,2026-05-02 11:56:21.593000,116.0,11.0,673.0,30,True,parso,conda-forge/parso,,606599.0,605431.0,https://pypi.org/project/parso,2026-05-01 23:12:58.000,2026-05-01 23:12:58.000,0.8.7,30.0,1168.0,141386305.0,141927887.0,https://anaconda.org/conda-forge/parso,2026-05-02 11:56:21.593,39535545.0,1.0,,,,,,,,,,,,,,,,
+54,Nuitka,Nuitka/Nuitka,packaging,"Nuitka is a Python compiler written in Python. Its fully compatible with Python 2.6, 2.7, 3.4-3.14. You feed it your..",,https://github.com/Nuitka/Nuitka,212.0,https://github.com/Nuitka/Nuitka,AGPL-3.0,2013-04-23 15:40:33.000,2026-06-24 07:37:38.433000,781.0,177.0,14933.0,29,True,nuitka,conda-forge/nuitka,,4225.0,3990.0,https://pypi.org/project/nuitka,2026-06-21 10:48:04.000,2026-06-21 10:48:04.000,4.1.3,383.0,235.0,505300.0,553438.0,https://anaconda.org/conda-forge/nuitka,2026-06-24 07:37:38.433,3610415.0,2.0,,,,,,,,,,,,,,,,
+55,pyautogui,asweigart/pyautogui,testing,A cross-platform GUI automation Python module for human beings. Used to programmatically control the mouse & keyboard.,,https://github.com/asweigart/pyautogui,52.0,https://github.com/asweigart/pyautogui,BSD-3-Clause,2014-07-17 23:30:38.000,2026-05-18 21:26:38.373000,1254.0,534.0,10349.0,29,True,pyautogui,conda-forge/pyautogui,,58257.0,57223.0,https://pypi.org/project/pyautogui,2023-05-24 20:13:07.561,2023-05-24 20:13:07.561,0.9.54,51.0,1034.0,2571017.0,2578097.0,https://anaconda.org/conda-forge/pyautogui,2026-05-18 21:26:38.373,495653.0,2.0,,,,,,,,,,,,,,,,
+56,pyinstrument,joerick/pyinstrument,profiling,Call stack profiler for Python. Shows you why your code is slow!.,,https://github.com/joerick/pyinstrument,78.0,https://github.com/joerick/pyinstrument,BSD-3-Clause,2014-03-13 17:53:13.000,2026-07-30 05:12:42.736000,296.0,26.0,7990.0,29,True,pyinstrument,conda-forge/pyinstrument,,4886.0,4548.0,https://pypi.org/project/pyinstrument,2026-07-29 17:17:16.000,2026-07-29 17:17:16.000,5.1.3,56.0,338.0,10876154.0,10894663.0,https://anaconda.org/conda-forge/pyinstrument,2026-07-30 05:12:42.736,1332678.0,2.0,,,,,,2.0,,,,,,,,,,
+57,autopep8,hhatto/autopep8,formatters,A tool that automatically formats Python code to conform to the PEP 8 style guide.,,https://github.com/hhatto/autopep8,64.0,https://github.com/hhatto/autopep8,MIT,2010-12-29 20:08:51.000,2025-04-22 14:56:24.132000,289.0,124.0,4586.0,29,False,autopep8,conda-forge/autopep8,,233448.0,231761.0,https://pypi.org/project/autopep8,2025-01-14 14:46:15.000,2025-01-14 14:46:15.000,2.3.2,82.0,1687.0,10017550.0,10059001.0,https://anaconda.org/conda-forge/autopep8,2025-04-22 14:56:24.132,3067411.0,3.0,,,,,,,,,,,,,,,,
+58,wemake-python-styleguide,wemake-services/wemake-python-styleguide,linters,The strictest and most opinionated python linter ever!.,,https://github.com/wemake-services/wemake-python-styleguide,230.0,https://github.com/wemake-services/wemake-python-styleguide,MIT,2018-03-09 21:04:25.000,2026-07-31 14:28:54.000000,424.0,22.0,2879.0,29,True,wemake-python-styleguide,,,17829.0,17701.0,https://pypi.org/project/wemake-python-styleguide,2026-07-31 14:28:54.000,2026-07-31 14:28:54.000,1.7.1,70.0,128.0,278813.0,278813.0,,,,2.0,,,,,,,,,,,,,,,,
+59,scons,SCons/scons,build-tools,SCons - a software construction tool.,,https://github.com/SCons/scons,174.0,https://github.com/SCons/scons,MIT,2017-09-24 19:23:46.000,2026-08-11 07:10:46.682000,356.0,653.0,2411.0,29,True,scons,conda-forge/scons,,4384.0,4320.0,https://pypi.org/project/scons,2026-08-11 04:29:42.000,2026-08-11 04:29:42.000,4.11.0,43.0,64.0,931500.0,952830.0,https://anaconda.org/conda-forge/scons,2026-08-11 07:10:46.682,1535775.0,2.0,,,,,,,,,,,,,,,,
+60,flit,pypa/flit,build-tools,Simplified packaging of Python modules.,,https://github.com/pypa/flit,83.0,https://github.com/pypa/flit,BSD-3-Clause,2015-03-13 21:22:27.000,2026-08-05 10:53:58.168000,162.0,138.0,2251.0,29,True,flit,conda-forge/flit,,3974.0,2843.0,https://pypi.org/project/flit,2026-08-04 20:15:38.000,2026-08-04 20:15:38.000,4.0.2,55.0,1131.0,15111423.0,15117933.0,https://anaconda.org/conda-forge/flit,2026-08-05 10:53:58.168,462233.0,2.0,,,,,,3.0,,,,,,,,,,
+61,mkdocstrings,mkdocstrings/mkdocstrings,documentation,"Automatic documentation from sources, for MkDocs.",,https://github.com/mkdocstrings/mkdocstrings,55.0,https://github.com/mkdocstrings/mkdocstrings,ISC,2019-12-09 18:09:09.000,2026-07-12 16:34:45.346000,125.0,8.0,2083.0,29,True,mkdocstrings,conda-forge/mkdocstrings,['mkdocs'],31804.0,29696.0,https://pypi.org/project/mkdocstrings,2026-07-11 19:38:04.000,2026-07-11 19:38:04.000,1.0.6,77.0,2108.0,8318111.0,8323797.0,https://anaconda.org/conda-forge/mkdocstrings,2026-07-12 16:34:45.346,398057.0,2.0,,,,,,,,,,,,,,,,
+62,safety,pyupio/safety,security,Safety checks Python dependencies for known security vulnerabilities and suggests the proper remediations for..,,https://github.com/pyupio/safety,56.0,https://github.com/pyupio/safety,MIT,2016-10-19 13:22:56.000,2026-05-30 13:02:50.499000,183.0,62.0,1982.0,29,True,safety,conda-forge/safety,,21785.0,20345.0,https://pypi.org/project/safety,2026-05-29 15:09:31.000,2026-05-29 15:09:31.000,3.8.1,118.0,1440.0,4715921.0,4718741.0,https://anaconda.org/conda-forge/safety,2026-05-30 13:02:50.499,191800.0,2.0,,,,,,,,,,,,,,,,
+63,python-json-logger,madzak/python-json-logger,logging,Json Formatter for the standard python logger.,,https://github.com/madzak/python-json-logger,64.0,https://github.com/madzak/python-json-logger,BSD-2-Clause,2011-12-27 05:12:26.000,2026-06-09 20:37:52.672000,233.0,30.0,1764.0,29,True,python-json-logger,conda-forge/python-json-logger,,1404.0,,https://pypi.org/project/python-json-logger,2026-03-29 04:39:55.000,2026-03-29 04:39:55.000,4.1.0,38.0,1404.0,120532916.0,120783274.0,https://anaconda.org/conda-forge/python-json-logger,2026-06-09 20:37:52.672,17525105.0,2.0,,,,,,,,,,,,,,,,
+64,prettytable,jazzband/prettytable,logging,A simple Python library for easily displaying tabular data in a visually appealing ASCII table format.,,https://github.com/prettytable/prettytable,74.0,,,2020-11-03 13:58:59.240,2026-06-24 17:09:24.467000,191.0,,1662.0,29,False,prettytable,conda-forge/prettytable,,85934.0,82779.0,https://pypi.org/project/prettytable,2026-06-22 16:07:48.000,2026-06-22 16:07:48.000,3.18.0,43.0,3155.0,57063284.0,57146482.0,https://anaconda.org/conda-forge/prettytable,2026-06-24 17:09:24.467,5740664.0,2.0,,,,,,,,,,,,,,,,
+65,colorlog,borntyping/python-colorlog,logging,A colored formatter for the python logging module.,,https://github.com/borntyping/python-colorlog,37.0,https://github.com/borntyping/python-colorlog,MIT,2012-09-05 17:57:21.000,2026-07-23 13:40:39.000000,99.0,,967.0,29,True,colorlog,conda-forge/colorlog,,70760.0,67558.0,https://pypi.org/project/colorlog,2026-07-23 13:40:39.000,2026-07-23 13:40:39.000,6.12.0,72.0,3202.0,64367997.0,64471195.0,https://anaconda.org/conda-forge/colorlog,2026-07-18 06:40:53.666,7533500.0,2.0,,,,,,,,,,,,,,,,
+66,Griffe,mkdocstrings/griffe,documentation,"Signatures for entire Python programs. Extract the structure, the frame, the skeleton of your project, to generate API..",,https://github.com/mkdocstrings/griffe,50.0,https://github.com/mkdocstrings/griffe,ISC,2021-09-09 21:49:44.000,2026-06-21 05:44:41.650000,67.0,33.0,657.0,29,True,griffe,conda-forge/griffe,,18817.0,18204.0,https://pypi.org/project/griffe,2026-06-19 12:05:39.000,2026-06-19 12:05:39.000,2.1.0,153.0,613.0,33335838.0,33355482.0,https://anaconda.org/conda-forge/griffe,2026-06-21 05:44:41.650,1041176.0,2.0,,,,,,,,,,,,,,,,
+67,executing,alexmojaki/executing,ast,"Get information about what a Python frame is currently doing, particularly the AST node being executed.",,https://github.com/alexmojaki/executing,12.0,https://github.com/alexmojaki/executing,MIT,2019-05-25 08:22:26.000,2026-06-30 21:02:35.000000,39.0,22.0,400.0,29,True,executing,conda-forge/executing,,346313.0,345512.0,https://pypi.org/project/executing,2025-09-01 09:48:08.000,2025-09-01 09:48:08.000,2.2.1,36.0,801.0,147264442.0,147689864.0,https://anaconda.org/conda-forge/executing,2025-09-01 12:24:49.483,29779601.0,1.0,,,,,,,,,,,,,,,,
+68,memray,bloomberg/memray,profiling,Memray is a memory profiler for Python.,,https://github.com/bloomberg/memray,77.0,https://github.com/bloomberg/memray,Apache-2.0,2022-04-08 18:04:11.000,2026-08-07 20:14:19.000000,457.0,27.0,15186.0,28,True,memray,conda-forge/memray,,230.0,24.0,https://pypi.org/project/memray,2026-08-07 20:14:19.000,2026-08-07 20:14:19.000,1.20.0,37.0,206.0,15797214.0,15811806.0,https://anaconda.org/conda-forge/memray,2026-04-08 21:39:29.068,758818.0,2.0,,,,,,,,,,,,,,,,
+69,pipreqs,bndr/pipreqs,dependency-managers,pipreqs - Generate pip requirements.txt file based on imports of any project. Looking for maintainers to move this..,,https://github.com/bndr/pipreqs,76.0,https://github.com/bndr/pipreqs,Apache-2.0,2015-04-22 16:38:14.000,2026-06-20 01:42:38.983000,416.0,216.0,7360.0,28,True,pipreqs,conda-forge/pipreqs,,40936.0,40613.0,https://pypi.org/project/pipreqs,2024-02-18 17:49:34.000,2024-02-18 17:49:34.000,0.5.0,43.0,323.0,911530.0,913921.0,https://anaconda.org/conda-forge/pipreqs,2026-06-20 01:42:38.983,124348.0,3.0,,,,,,,,,,,,,,,,
+70,beartype,beartype/beartype,linters,Unbearably fast near-real-time pure-Python runtime-static type-checker.,,https://github.com/beartype/beartype,33.0,https://github.com/beartype/beartype,MIT,2020-04-03 06:06:22.000,2026-08-08 07:26:45.000000,80.0,115.0,3481.0,28,True,beartype,conda-forge/beartype,,14967.0,13715.0,https://pypi.org/project/beartype,2026-08-08 07:26:45.000,2025-12-13 06:50:28.000,0.22.9,65.0,1252.0,99001181.0,99011971.0,https://anaconda.org/conda-forge/beartype,2025-12-14 12:37:53.323,798507.0,2.0,,,,,,,,,,,,,,,,
+71,typeguard,agronholm/typeguard,type-checkers,Run-time type checker for Python.,,https://github.com/agronholm/typeguard,53.0,https://github.com/agronholm/typeguard,,2015-12-27 23:15:37.000,2026-07-26 14:18:54.859000,134.0,25.0,1774.0,28,False,typeguard,conda-forge/typeguard,,50353.0,46529.0,https://pypi.org/project/typeguard,2026-07-26 08:40:21.000,2026-05-14 12:59:39.000,4.5.2,78.0,3824.0,75306534.0,75335069.0,https://anaconda.org/conda-forge/typeguard,2026-07-26 14:18:54.859,2111619.0,3.0,,,,,,,,,,,,,,,,
+72,nox,theacodes/nox,testing,Flexible test automation.,,https://github.com/wntrblm/nox,129.0,,Apache-2.0,2020-06-01 17:26:06.894,2026-08-10 21:53:16.000000,188.0,,1547.0,28,True,nox,conda-forge/nox,['pytest'],10188.0,8350.0,https://pypi.org/project/nox,2026-08-10 21:53:16.000,2026-08-10 21:53:16.000,2026.8.10,35.0,1838.0,6037451.0,6045957.0,https://anaconda.org/conda-forge/nox,2026-07-12 04:20:09.685,629444.0,2.0,,,,,,,,,,,,,,,,
+73,pytest-bdd,pytest-dev/pytest-bdd,testing,BDD library for the pytest runner.,,https://github.com/pytest-dev/pytest-bdd,71.0,https://github.com/pytest-dev/pytest-bdd,MIT,2013-03-29 07:27:43.000,2026-08-05 11:10:26.000000,247.0,89.0,1459.0,28,True,pytest-bdd,conda-forge/pytest-bdd,['pytest'],5131.0,5025.0,https://pypi.org/project/pytest-bdd,2024-12-05 21:45:56.000,2024-12-05 21:45:56.000,8.1.0,106.0,106.0,3460098.0,3462120.0,https://anaconda.org/conda-forge/pytest-bdd,2026-07-03 23:47:55.993,78879.0,2.0,,,,,,,,,,,,,,,,
+74,nose,nose-devs/nose,testing,nose is nicer testing for python.,,https://github.com/nose-devs/nose,95.0,https://github.com/nose-devs/nose,LGPL-2.1+,2011-12-13 19:36:32.000,2025-04-22 14:56:22.777000,391.0,451.0,1363.0,28,False,nose,conda-forge/nose,,174164.0,171469.0,https://pypi.org/project/nose,2015-06-02 09:12:36.000,2015-06-02 09:12:36.000,1.3.7,14.0,2695.0,10101042.0,10134359.0,https://anaconda.org/conda-forge/nose,2025-04-22 14:56:22.777,4098042.0,2.0,,,,,,,,,,,,,,,,
+75,pydocstyle,PyCQA/pydocstyle,linters,docstring style checker.,,https://github.com/PyCQA/pydocstyle,92.0,https://github.com/PyCQA/pydocstyle,MIT,2012-01-31 17:18:23.000,2025-04-22 14:56:24.767000,190.0,121.0,1120.0,28,False,pydocstyle,conda-forge/pydocstyle,,76408.0,74656.0,https://pypi.org/project/pydocstyle,2023-01-17 20:31:11.783,2023-01-17 20:31:11.783,6.3.0,23.0,1752.0,4833017.0,4887278.0,https://anaconda.org/conda-forge/pydocstyle,2025-04-22 14:56:24.767,3906826.0,2.0,,,,,,,,,,,,,,,,
+76,alabaster,bitprophet/alabaster,documentation,"A light, configurable Sphinx theme.",,https://alabaster.readthedocs.io/,42.0,,BSD-3-Clause,2023-01-13 21:36:20.639,2025-04-22 14:56:25.041000,188.0,,766.0,28,False,alabaster,conda-forge/alabaster,['sphinx'],166471.0,165844.0,https://pypi.org/project/alabaster,2024-07-26 18:15:02.000,2024-07-26 18:15:02.000,1.0.0,30.0,627.0,29779482.0,30061565.0,https://anaconda.org/conda-forge/alabaster,2025-04-22 14:56:25.041,12129588.0,2.0,,,,,,,,,,,,,,,,
+77,mccabe,PyCQA/mccabe,code-metrics,McCabe complexity checker for Python.,,https://github.com/PyCQA/mccabe,24.0,https://github.com/PyCQA/mccabe,Saxpath,2013-02-20 22:19:04.000,2025-04-22 14:56:24.539000,63.0,10.0,680.0,28,True,mccabe,conda-forge/mccabe,,525927.0,524993.0,https://pypi.org/project/mccabe,2022-01-24 01:14:49.000,2022-01-24 01:14:49.000,0.7.0,13.0,934.0,92701893.0,92929484.0,https://anaconda.org/conda-forge/mccabe,2025-04-22 14:56:24.539,12517508.0,1.0,,,,,,,,,,,,,,,,
+78,sphinx-autodoc-typehints,tox-dev/sphinx-autodoc-typehints,documentation,Type hints support for the Sphinx autodoc extension.,,https://github.com/tox-dev/sphinx-autodoc-typehints,70.0,https://github.com/tox-dev/sphinx-autodoc-typehints,MIT,2015-09-21 20:41:41.000,2026-08-05 01:49:38.940000,113.0,,587.0,28,True,sphinx-autodoc-typehints,conda-forge/sphinx-autodoc-typehints,['sphinx'],69134.0,61500.0,https://pypi.org/project/sphinx-autodoc-typehints,2026-08-03 22:26:00.000,2026-08-03 22:26:00.000,3.13.2,130.0,7634.0,9033781.0,9049137.0,https://anaconda.org/conda-forge/sphinx-autodoc-typehints,2026-08-05 01:49:38.940,1136362.0,2.0,,,,,,,,,,,,,,,,
+79,Glances,nicolargo/glances,profiling,"Glances an Eye on your system. A top/htop alternative for GNU/Linux, BSD, Mac OS and Windows operating systems.",,https://github.com/nicolargo/glances,256.0,https://github.com/nicolargo/glances,,2011-12-04 08:49:15.000,2026-08-12 14:09:14.823000,1773.0,101.0,33222.0,27,False,glances,conda-forge/glances,,1247.0,1241.0,https://pypi.org/project/glances,2026-08-01 09:02:48.000,2026-08-01 09:02:48.000,4.5.6,138.0,6.0,103958.0,117552.0,https://anaconda.org/conda-forge/glances,2026-08-12 14:09:14.823,910833.0,2.0,,,,,,,,,,,,,,,,
+80,icecream,gruns/icecream,debugging,Never use print() to debug again.,,https://github.com/gruns/icecream,39.0,https://github.com/gruns/icecream,MIT,2018-02-13 18:56:12.000,2026-07-06 18:45:38.000000,224.0,64.0,10056.0,27,True,icecream,conda-forge/icecream,,598.0,,https://pypi.org/project/icecream,2026-04-03 17:42:50.000,2026-04-03 17:42:50.000,2.2.0,26.0,598.0,1938433.0,1940220.0,https://anaconda.org/conda-forge/icecream,2026-04-04 14:02:00.745,114368.0,1.0,,,,,,,,,,,,,,,,
+81,xonsh,xonsh/xonsh,shell,"Python-powered shell. Full-featured, cross-platform and AI-friendly.",,https://github.com/xonsh/xonsh,393.0,https://github.com/xonsh/xonsh,BSD-1-Clause,2015-01-21 22:05:27.000,2026-07-31 07:34:20.000000,733.0,69.0,9582.0,27,False,xonsh,,,1079.0,898.0,https://pypi.org/project/xonsh,2026-07-31 07:34:20.000,2026-07-31 07:34:20.000,0.24.1,164.0,181.0,418068.0,418068.0,,,,1.0,,,,,,,,,,,,,,,,
+82,pycodestyle,PyCQA/pycodestyle,linters,Simple Python style checker in one Python file.,,https://github.com/PyCQA/pycodestyle,137.0,https://github.com/PyCQA/pycodestyle,MIT,2009-10-02 00:43:37.000,2025-12-22 21:54:22.000000,752.0,106.0,5156.0,27,True,pycodestyle,conda-forge/pycodestyle,,2210.0,,https://pypi.org/project/pycodestyle,2025-06-20 18:49:47.000,2025-03-29 17:33:29.000,2.13.0,23.0,2210.0,84763050.0,84936722.0,https://anaconda.org/conda-forge/pycodestyle,2025-06-22 18:14:44.520,11288721.0,2.0,,,,,,,,,,,,,,,,
+83,vulture,jendrikseipp/vulture,refactoring,Find dead Python code.,,https://github.com/jendrikseipp/vulture,55.0,https://github.com/jendrikseipp/vulture,MIT,2017-03-06 08:00:18.000,2026-04-30 05:28:50.000000,197.0,65.0,4736.0,27,True,vulture,conda-forge/vulture,,8353.0,7690.0,https://pypi.org/project/vulture,2026-03-25 14:41:26.000,2023-08-21 14:26:43.000,2.9.1,56.0,663.0,12127389.0,12130811.0,https://anaconda.org/conda-forge/vulture,2026-03-26 01:59:07.768,249815.0,1.0,,,,,,,,,,,,,,,,
+84,freezegun,spulec/freezegun,testing,Let your Python tests travel through time.,,https://github.com/spulec/freezegun,126.0,https://github.com/spulec/freezegun,Apache-2.0,2012-12-11 05:11:00.000,2025-08-19 19:29:42.000000,288.0,146.0,4454.0,27,True,freezegun,conda-forge/freezegun,,1272.0,,https://pypi.org/project/freezegun,2025-08-09 10:39:06.000,2025-08-09 10:39:06.000,1.5.5,68.0,1272.0,61257685.0,61289313.0,https://anaconda.org/conda-forge/freezegun,2025-08-09 15:49:47.831,2245648.0,2.0,,,,,,,,,,,,,,,,
+85,pyelftools,eliben/pyelftools,debugging,Parsing ELF and DWARF in Python.,,https://github.com/eliben/pyelftools,112.0,https://github.com/eliben/pyelftools,Unlicense,2013-06-08 22:55:54.000,2026-07-30 13:12:41.000000,547.0,56.0,2270.0,27,True,pyelftools,conda-forge/pyelftools,,12877.0,12512.0,https://pypi.org/project/pyelftools,2026-05-29 12:56:20.000,,,14.0,365.0,15532395.0,15557277.0,https://anaconda.org/conda-forge/pyelftools,2026-05-29 16:30:09.439,1741782.0,1.0,,,,,,,,,,,,,,,,
+86,rope,python-rope/rope,refactoring,a python refactoring library.,,https://github.com/python-rope/rope,85.0,https://github.com/python-rope/rope,LGPL-3.0,2013-11-30 15:30:20.000,2026-01-04 14:49:29.000000,189.0,138.0,2231.0,27,True,rope,conda-forge/rope,,79541.0,79217.0,https://pypi.org/project/rope,2025-07-12 17:46:05.000,2025-07-12 17:46:05.000,1.14.0,95.0,324.0,1646439.0,1684049.0,https://anaconda.org/conda-forge/rope,2025-07-13 00:41:35.626,2632706.0,1.0,,,,,,,,,,,,,,,,
+87,ipdb,gotcha/ipdb,debugging,Integration of IPython pdb.,,https://github.com/gotcha/ipdb,60.0,https://github.com/gotcha/ipdb,BSD-3-Clause,2011-01-15 17:51:47.000,2025-04-22 14:56:25.687000,147.0,72.0,1843.0,27,False,ipdb,conda-forge/ipdb,,70306.0,69188.0,https://pypi.org/project/ipdb,2023-03-09 15:41:00.602,2023-03-09 15:41:00.602,0.13.13,46.0,1118.0,17920715.0,17934162.0,https://anaconda.org/conda-forge/ipdb,2025-04-22 14:56:25.687,995116.0,1.0,,,,,,,,,,,,,,,,
+88,pytest-sugar,Teemu/pytest-sugar,testing,"a plugin for py.test that changes the default look and feel of py.test (e.g. progressbar, show tests that fail..",,https://github.com/Teemu/pytest-sugar,58.0,https://github.com/Teemu/pytest-sugar,BSD-3-Clause,2013-06-25 21:09:27.000,2025-12-12 14:52:24.000000,81.0,32.0,1509.0,27,True,pytest-sugar,conda-forge/pytest-sugar,['pytest'],32452.0,30951.0,https://pypi.org/project/pytest-sugar,2025-08-23 12:19:34.000,2025-08-23 12:19:34.000,1.1.1,32.0,1501.0,8453503.0,8462596.0,https://anaconda.org/conda-forge/pytest-sugar,2025-08-24 22:40:41.102,645669.0,2.0,,,,,,,,,,,,,,,,
+89,logbook,getlogbook/logbook,logging,A cool logging replacement for Python.,,https://github.com/getlogbook/logbook,82.0,https://github.com/getlogbook/logbook,,2010-07-22 10:13:12.000,2026-08-05 23:55:35.439000,168.0,45.0,1505.0,27,False,logbook,conda-forge/logbook,,7810.0,7517.0,https://pypi.org/project/logbook,2026-08-05 19:26:16.000,2026-08-05 19:26:16.000,1.10.1,53.0,293.0,5341671.0,5347909.0,https://anaconda.org/conda-forge/logbook,2026-08-05 23:55:35.439,461666.0,3.0,,,,,,,,,,,,,,,,
+90,flake8-bugbear,PyCQA/flake8-bugbear,linters,A plugin for Flake8 finding likely bugs and design problems in your program. Contains warnings that dont belong in..,,https://github.com/PyCQA/flake8-bugbear,93.0,https://github.com/PyCQA/flake8-bugbear,MIT,2016-03-15 20:54:43.000,2026-05-29 17:31:00.000000,116.0,62.0,1116.0,27,True,flake8-bugbear,conda-forge/flake8-bugbear,['flake8'],44265.0,42735.0,https://pypi.org/project/flake8-bugbear,2025-11-29 20:51:56.000,2025-11-29 20:51:56.000,25.11.29,75.0,1530.0,4747988.0,4761412.0,https://anaconda.org/conda-forge/flake8-bugbear,2025-12-02 02:02:52.947,926322.0,2.0,,,,,,,,,,,,,,,,
+91,pytest-html,pytest-dev/pytest-html,testing,Plugin for generating HTML reports for pytest results.,,https://github.com/pytest-dev/pytest-html,66.0,https://github.com/pytest-dev/pytest-html,MPL-2.0,2015-04-14 19:22:42.000,2026-03-16 20:08:13.000000,252.0,185.0,769.0,27,True,pytest-html,conda-forge/pytest-html,['pytest'],60394.0,59297.0,https://pypi.org/project/pytest-html,2026-01-19 11:25:25.000,2026-01-19 11:25:25.000,4.2.0,59.0,1097.0,21114168.0,21131752.0,https://anaconda.org/conda-forge/pytest-html,2026-01-21 10:01:29.357,1213328.0,2.0,,,,,,,,,,,,,,,,
+92,python-coloredlogs,xolox/python-coloredlogs,logging,Colored terminal output for Pythons logging module.,,https://github.com/xolox/python-coloredlogs,17.0,https://github.com/xolox/python-coloredlogs,MIT,2013-05-30 18:57:12.000,2025-11-03 20:57:10.317000,45.0,36.0,548.0,27,True,coloredlogs,anaconda/coloredlogs,,89233.0,87304.0,https://pypi.org/project/coloredlogs,2021-06-11 10:24:04.382,2021-06-11 10:24:04.382,15.0.1,63.0,1929.0,40258401.0,40258630.0,https://anaconda.org/anaconda/coloredlogs,2025-11-03 20:57:10.317,24551.0,3.0,,,,,,,,,,,,,,,,
+93,PySnooper,cool-RR/PySnooper,debugging,Never use print for debugging again.,,https://github.com/cool-RR/PySnooper,30.0,https://github.com/cool-RR/PySnooper,MIT,2019-04-18 13:55:43.000,2025-05-31 23:22:45.000000,950.0,29.0,16484.0,26,False,pysnooper,conda-forge/pysnooper,,2203.0,2136.0,https://pypi.org/project/pysnooper,2025-05-31 23:22:45.000,2025-05-31 23:22:45.000,1.2.3,62.0,67.0,488066.0,490241.0,https://anaconda.org/conda-forge/pysnooper,2025-04-22 14:57:05.002,154441.0,2.0,,,,,,,,,,,,,,,,
+94,Scalene,plasma-umass/scalene,profiling,"Scalene: a high-performance, high-precision CPU, GPU, and memory profiler for Python with AI-powered optimization..",,https://github.com/plasma-umass/scalene,62.0,https://github.com/plasma-umass/scalene,Apache-2.0,2019-12-17 20:56:28.000,2026-05-12 18:45:56.000000,435.0,151.0,13412.0,26,True,scalene,,,1131.0,1056.0,https://pypi.org/project/scalene,2026-05-12 18:45:56.000,2026-05-12 18:45:56.000,2.3.0,189.0,75.0,394396.0,394396.0,,,,2.0,,,,,,,,,,,,,,,,
+95,alive-progress,rsalmei/alive-progress,logging,"A new kind of Progress Bar, with real-time throughput, ETA, and very cool animations!.",,https://github.com/rsalmei/alive-progress,11.0,https://github.com/rsalmei/alive-progress,MIT,2019-08-05 05:54:30.000,2026-03-08 05:23:32.352000,214.0,14.0,5947.0,26,True,alive-progress,conda-forge/alive-progress,,5758.0,5169.0,https://pypi.org/project/alive-progress,2025-07-20 02:10:37.000,2025-07-20 02:10:37.000,3.3.0,36.0,589.0,3813013.0,3817591.0,https://anaconda.org/conda-forge/alive-progress,2026-03-08 05:23:32.352,334225.0,3.0,,,,,,,,,,,,,,,,
+96,pyarmor,dashingsoft/pyarmor,security,"A tool used to obfuscate python scripts, bind obfuscated scripts to fixed machine or expire obfuscated scripts.",,https://github.com/dashingsoft/pyarmor,39.0,https://github.com/dashingsoft/pyarmor,SGI-B-2.0,2017-08-26 04:11:53.000,2026-07-23 13:18:37.000000,359.0,13.0,5145.0,26,False,pyarmor,,,2191.0,2051.0,https://pypi.org/project/pyarmor,2026-07-23 13:18:20.000,2026-07-23 13:18:20.000,9.2.6,376.0,140.0,526039.0,526039.0,,,,2.0,,,,,,,,,,,,,,,,
+97,pytype,google/pytype,type-checkers,A static type analyzer for Python code.,,https://github.com/google/pytype,112.0,https://github.com/google/pytype,Apache-2.0,2015-03-18 20:52:08.000,2025-06-23 16:59:58.000000,288.0,204.0,4914.0,26,False,pytype,conda-forge/pytype,,4598.0,4367.0,https://pypi.org/project/pytype,2024-10-11 08:28:27.000,2024-10-11 08:28:27.000,2024.10.11,204.0,231.0,910122.0,919048.0,https://anaconda.org/conda-forge/pytype,2025-04-22 14:57:26.233,660586.0,3.0,,,,,,,,,,,,,,,,
+98,briefcase,beeware/briefcase,packaging,Tools to support converting a Python project into a standalone native application.,,https://github.com/beeware/briefcase,223.0,https://github.com/beeware/briefcase,BSD-3-Clause,2015-07-28 15:20:03.000,2026-07-08 01:41:31.000000,525.0,171.0,3315.0,26,True,briefcase,,,924.0,879.0,https://pypi.org/project/briefcase,2026-07-08 01:41:31.000,2026-07-08 01:41:31.000,0.4.4,66.0,45.0,40676.0,40676.0,,,,2.0,,,,,,,,,,,,,,,,
+99,prospector,PyCQA/prospector,code-metrics,Prospector is a tool to analyse Python code by aggregating the result of other tools.,,http://prospector.readthedocs.io,98.0,,GPL-2.0,2020-11-18 00:26:12.696,2026-07-16 16:30:40.568000,180.0,,2086.0,26,True,prospector,conda-forge/prospector,,5863.0,5554.0,https://pypi.org/project/prospector,2026-07-16 09:09:40.000,2026-07-16 09:09:40.000,1.19.1,147.0,309.0,475776.0,479533.0,https://anaconda.org/conda-forge/prospector,2026-07-16 16:30:40.568,259239.0,2.0,,,,,,,,,,,,,,,,
+100,radon,rubik/radon,code-metrics,Various code metrics for Python code.,,https://github.com/rubik/radon,60.0,https://github.com/rubik/radon,MIT,2012-09-20 18:58:58.000,2025-04-22 14:56:42.827000,126.0,41.0,1873.0,26,False,radon,conda-forge/radon,,8390.0,8173.0,https://pypi.org/project/radon,2023-03-26 06:25:00.948,2023-03-26 06:25:00.948,6.0.1,56.0,217.0,5819831.0,5821693.0,https://anaconda.org/conda-forge/radon,2025-04-22 14:56:42.827,134118.0,2.0,,,,,,,,,,,,,,,,
+101,Yappi,sumerc/yappi,profiling,"Yet Another Python Profiler, but this time multithreading, asyncio and gevent aware.",,https://github.com/sumerc/yappi,35.0,https://github.com/sumerc/yappi,MIT,2009-10-07 20:46:30.000,2026-05-22 17:26:59.000000,82.0,18.0,1713.0,26,True,yappi,conda-forge/yappi,,1822.0,1733.0,https://pypi.org/project/yappi,2026-03-17 22:30:39.000,2026-03-17 22:30:39.000,1.7.6,30.0,89.0,5102825.0,5109069.0,https://anaconda.org/conda-forge/yappi,2026-03-18 02:24:56.258,437122.0,2.0,,,,,,,,,,,,,,,,
+102,pytest-benchmark,ionelmc/pytest-benchmark,testing,pytest fixture for benchmarking code.,,https://github.com/ionelmc/pytest-benchmark,55.0,https://github.com/ionelmc/pytest-benchmark,BSD-2-Clause,2014-10-10 10:55:33.000,2026-06-16 09:42:10.000000,136.0,121.0,1443.0,26,True,pytest-benchmark,conda-forge/pytest-benchmark,['pytest'],1871.0,,https://pypi.org/project/pytest-benchmark,2025-11-09 18:48:39.000,2025-11-09 18:48:39.000,5.2.3,50.0,1871.0,13419763.0,13471704.0,https://anaconda.org/conda-forge/pytest-benchmark,2025-11-09 19:28:27.412,3324271.0,2.0,,,,,,,,,,,,,,,,
+103,asv,airspeed-velocity/asv,testing,Airspeed Velocity: A simple Python benchmarking tool with web-based reporting.,,https://github.com/airspeed-velocity/asv,98.0,https://github.com/airspeed-velocity/asv,BSD-3-Clause,2013-11-07 20:43:31.000,2026-08-11 15:59:10.755000,207.0,170.0,1006.0,26,True,asv,conda-forge/asv,,1985.0,1773.0,https://pypi.org/project/asv,2026-06-27 03:12:26.000,2026-06-27 03:12:26.000,0.6.6,25.0,212.0,543255.0,563897.0,https://anaconda.org/conda-forge/asv,2026-08-11 15:59:10.755,1548189.0,2.0,,,,,,,,,,,,,,,,
+104,nose2,nose-devs/nose2,testing,"The successor to nose, based on unittest2.",,https://github.com/nose-devs/nose2,86.0,https://github.com/nose-devs/nose2,BSD-2-Clause,2011-12-14 15:33:15.000,2026-03-09 17:37:19.000000,134.0,41.0,822.0,26,True,nose2,conda-forge/nose2,,27521.0,27158.0,https://pypi.org/project/nose2,2026-03-02 00:49:50.000,2026-03-02 00:49:50.000,0.16.0,35.0,363.0,796100.0,798613.0,https://anaconda.org/conda-forge/nose2,2025-04-22 14:56:50.674,248832.0,2.0,,,,,,,,,,,,,,,,
+105,pytest-randomly,pytest-dev/pytest-randomly,testing,Pytest plugin to randomly order tests and control random.seed.,,https://github.com/pytest-dev/pytest-randomly,20.0,https://github.com/pytest-dev/pytest-randomly,MIT,2016-04-08 15:48:10.000,2026-07-28 20:07:28.576000,34.0,9.0,703.0,26,True,pytest-randomly,conda-forge/pytest-randomly,,13561.0,12619.0,https://pypi.org/project/pytest-randomly,2026-04-20 13:01:50.000,2026-04-20 13:01:50.000,4.1.0,37.0,942.0,10421823.0,10429063.0,https://anaconda.org/conda-forge/pytest-randomly,2026-07-28 20:07:28.576,419950.0,2.0,,,,,,,,,,,,,,,,
+106,coveralls-python,TheKevJames/coveralls-python,testing,Show coverage stats online via coveralls.io.,,https://github.com/TheKevJames/coveralls-python,67.0,https://github.com/TheKevJames/coveralls-python,MIT,2013-02-06 20:48:39.000,2026-02-28 18:09:14.813000,186.0,8.0,569.0,26,True,coveralls,conda-forge/coveralls,['pytest'],39745.0,37193.0,https://pypi.org/project/coveralls,2026-02-28 15:16:46.000,2026-02-28 15:16:46.000,4.1.0,48.0,2552.0,1124602.0,1147448.0,https://anaconda.org/conda-forge/coveralls,2026-02-28 18:09:14.813,1667796.0,2.0,,,,,,,,,,,,,,,,
+107,hacking,openstack/hacking,linters,OpenStack Hacking Style Checks. Mirror of code maintained at opendev.org.,,https://github.com/openstack/hacking,191.0,https://github.com/openstack/hacking,Apache-2.0,2013-03-26 21:09:28.000,2026-06-11 11:51:40.000000,65.0,,243.0,26,True,hacking,,['flake8'],8084.0,7973.0,https://pypi.org/project/hacking,2026-06-11 11:51:40.000,2026-06-11 11:51:40.000,8.1.0,44.0,111.0,163310.0,163310.0,,,,2.0,,,,,,,,,,,,,,,,
+108,astunparse,simonpercivall/astunparse,ast,An AST unparser for Python.,,https://github.com/simonpercivall/astunparse,11.0,https://github.com/simonpercivall/astunparse,BSD-3-Clause,2014-03-31 15:34:54.000,2025-04-22 14:56:37.697000,53.0,25.0,223.0,26,False,astunparse,conda-forge/astunparse,,170681.0,169998.0,https://pypi.org/project/astunparse,2019-12-22 18:12:11.000,2019-12-22 18:12:11.000,1.6.3,11.0,683.0,13376749.0,13430169.0,https://anaconda.org/conda-forge/astunparse,2025-04-22 14:56:37.697,3579163.0,2.0,,,,,,,,,,,,,,,,
+109,sqlmap,sqlmapproject/sqlmap,security,Automatic SQL injection and database takeover tool.,,https://github.com/sqlmapproject/sqlmap,156.0,https://github.com/sqlmapproject/sqlmap,GPL-3.0,2012-06-26 09:52:15.000,2026-08-04 15:03:31.000000,6327.0,32.0,38099.0,25,True,sqlmap,,,37.0,24.0,https://pypi.org/project/sqlmap,2026-08-04 15:03:16.000,2026-08-04 15:03:16.000,1.10.8,136.0,13.0,62981.0,62981.0,,,,3.0,,,,,,,,,,,,,,,,
+110,mimesis,lk-geimfari/mimesis,testing,Mimesis is a fast Python library for generating fake data in multiple languages.,,https://github.com/lk-geimfari/mimesis,130.0,https://github.com/lk-geimfari/mimesis,MIT,2016-09-09 21:41:22.000,2026-07-16 13:09:34.000000,359.0,20.0,4830.0,25,True,mimesis,conda-forge/mimesis,,102.0,,https://pypi.org/project/mimesis,2026-07-16 13:09:34.000,2026-07-16 13:09:34.000,21.0.0,64.0,102.0,2594921.0,2600304.0,https://anaconda.org/conda-forge/mimesis,2026-01-11 13:15:04.094,392983.0,3.0,,,,,,,,,,,,,,,,
+111,memory_profiler,fabianp/memory_profiler,profiling,Monitor Memory usage of Python code.,,https://github.com/fabianp/memory_profiler,62.0,https://github.com/fabianp/memory_profiler,BSD-3-Clause,2018-06-28 14:01:33.000,2025-12-04 21:58:46.357000,387.0,,4539.0,25,True,memory_profiler,conda-forge/memory_profiler,,464.0,,https://pypi.org/project/memory_profiler,2022-11-15 17:59:01.069,2022-11-15 17:59:01.069,0.61.0,59.0,464.0,7139861.0,7213464.0,https://anaconda.org/conda-forge/memory_profiler,2025-12-04 21:58:46.357,5152248.0,3.0,,,,,,,,,,,,,,,,
+112,factory_boy,FactoryBoy/factory_boy,testing,A test fixtures replacement for Python.,,https://github.com/FactoryBoy/factory_boy,134.0,https://github.com/FactoryBoy/factory_boy,MIT,2011-05-11 08:26:59.000,2025-04-25 02:28:32.370000,401.0,190.0,3639.0,25,False,factory_boy,conda-forge/factory_boy,,647.0,,https://pypi.org/project/factory_boy,2025-02-03 09:49:01.000,2025-02-03 09:49:01.000,3.3.3,46.0,647.0,22829480.0,22835178.0,https://anaconda.org/conda-forge/factory_boy,2025-04-25 02:28:32.370,404589.0,3.0,,,,,,,,,,,,,,,,
+113,pytest-testinfra,pytest-dev/pytest-testinfra,testing,Testinfra test your infrastructures.,,https://github.com/pytest-dev/pytest-testinfra,145.0,https://github.com/pytest-dev/pytest-testinfra,Apache-2.0,2015-03-15 20:49:52.000,2025-09-04 20:15:52.000000,362.0,145.0,2439.0,25,True,pytest-testinfra,conda-forge/pytest-testinfra,['pytest'],2714.0,2694.0,https://pypi.org/project/pytest-testinfra,2025-03-30 09:06:00.000,2025-03-29 16:58:05.000,10.2.1,19.0,20.0,1464346.0,1464995.0,https://anaconda.org/conda-forge/pytest-testinfra,2025-04-22 14:57:44.936,43487.0,3.0,,,,,,,,,,,,,,,,
+114,pdoc,mitmproxy/pdoc,documentation,API Documentation for Python Projects.,,https://github.com/mitmproxy/pdoc,79.0,https://github.com/mitmproxy/pdoc,MIT-0,2013-08-04 21:12:50.000,2025-10-27 16:02:15.000000,205.0,48.0,2406.0,25,False,pdoc,,,5494.0,4777.0,https://pypi.org/project/pdoc,2025-10-27 16:02:15.000,2025-10-27 16:02:15.000,16.0.0,114.0,717.0,2098785.0,2098785.0,,,,2.0,,,,,,,,,,,,,,,,
+115,doit,pydoit/doit,build-tools,CLI task management & automation tool.,,https://github.com/pydoit/doit,70.0,https://github.com/pydoit/doit,MIT,2014-02-14 22:21:23.000,2026-02-12 12:57:06.000000,187.0,92.0,2025.0,25,True,doit,conda-forge/doit,,2424.0,2282.0,https://pypi.org/project/doit,2026-02-09 07:02:10.000,2026-02-09 07:02:10.000,0.37.0,49.0,142.0,775102.0,782942.0,https://anaconda.org/conda-forge/doit,2026-02-09 22:04:00.322,580173.0,3.0,,,,,,,,,,,,,,,,
+116,pympler,pympler/pympler,profiling,"Development tool to measure, monitor and analyze the memory behavior of Python objects in a running Python application.",,https://github.com/pympler/pympler,31.0,https://github.com/pympler/pympler,Apache-2.0,2012-10-04 23:35:16.000,2026-07-15 21:57:15.821000,93.0,70.0,1406.0,25,True,pympler,conda-forge/pympler,,259.0,,https://pypi.org/project/pympler,2024-06-28 19:56:05.000,2021-12-22 16:55:15.000,1.0.1,18.0,259.0,6489060.0,6500532.0,https://anaconda.org/conda-forge/pympler,2026-07-15 21:57:15.821,803052.0,3.0,,,,,,,,,,,,,,,,
+117,progressbar2,WoLpH/python-progressbar,logging,Progressbar 2 - A progress bar for Python 2 and Python 3 - pip install progressbar2.,,https://github.com/WoLpH/python-progressbar,129.0,https://github.com/WoLpH/python-progressbar,BSD-3-Clause,2012-02-20 06:19:21.000,2026-08-12 13:30:46.000000,106.0,2.0,879.0,25,True,progressbar2,conda-forge/progressbar2,,934.0,,https://pypi.org/project/progressbar2,2024-08-28 22:50:10.000,2024-08-28 22:50:10.000,4.5.0,111.0,934.0,19203199.0,19275410.0,https://anaconda.org/conda-forge/progressbar2,2025-04-22 14:56:28.563,5343628.0,3.0,,,,,,,,,,,,,,,,
+118,breathe,michaeljones/breathe,documentation,Sphinx Doxygen renderer.,,https://www.breathe-doc.org/,122.0,,BSD-3-Clause,2020-06-09 14:04:47.701,2025-07-08 20:28:19.000000,211.0,,814.0,25,False,breathe,conda-forge/breathe,,20409.0,20278.0,https://pypi.org/project/breathe,2025-07-08 20:28:19.000,2025-02-22 18:36:01.000,4.36.0,68.0,131.0,1393286.0,1412080.0,https://anaconda.org/conda-forge/breathe,2025-04-22 14:56:28.512,1390812.0,2.0,,,,,,,,,,,,,,,,
+119,pylint-django,PyCQA/pylint-django,linters,A Pylint plugin to help Pylint understand the Django web framework.,,https://github.com/pylint-dev/pylint-django,73.0,,GPL-3.0,2020-11-12 20:29:41.561,2026-07-11 15:01:52.120000,122.0,,622.0,25,True,pylint-django,conda-forge/pylint-django,['pylint'],32730.0,32546.0,https://pypi.org/project/pylint-django,2026-07-11 10:05:29.000,2026-07-11 10:05:29.000,2.8.0,59.0,184.0,2300422.0,2308685.0,https://anaconda.org/conda-forge/pylint-django,2026-07-11 15:01:52.120,570181.0,2.0,,,,,,,,,,,,,,,,
+120,sphinx-autobuild,executablebooks/sphinx-autobuild,documentation,"Rebuild Sphinx documentation on changes, with hot reloading in the browser.",,https://github.com/sphinx-doc/sphinx-autobuild,37.0,,MIT,2020-12-16 17:57:14.331,2025-11-04 15:27:59.755000,94.0,,602.0,25,True,sphinx-autobuild,conda-forge/sphinx-autobuild,['sphinx'],35375.0,33093.0,https://pypi.org/project/sphinx-autobuild,2025-08-25 18:44:54.000,2025-08-25 18:44:54.000,2025.8.25,25.0,2282.0,5592807.0,5601191.0,https://anaconda.org/conda-forge/sphinx-autobuild,2025-11-04 15:27:59.755,570133.0,2.0,,,,,,,,,,,,,,,,
+121,pep8-naming,PyCQA/pep8-naming,linters,Naming Convention checker for Python.,,https://github.com/PyCQA/pep8-naming,37.0,https://github.com/PyCQA/pep8-naming,Saxpath,2013-02-09 18:32:52.000,2025-05-06 21:53:54.000000,265.0,21.0,532.0,25,False,pep8-naming,conda-forge/pep8-naming,,60543.0,59707.0,https://pypi.org/project/pep8-naming,2025-05-05 20:43:11.000,2025-05-05 20:43:11.000,0.15.1,31.0,836.0,2646236.0,2655514.0,https://anaconda.org/conda-forge/pep8-naming,2025-05-06 21:46:36.863,677348.0,2.0,,,,,,,,,,,,,,,,
+122,darglint,terrencepreilly/darglint,linters,A python documentation linter which checks that the docstring description matches the definition.,,https://github.com/terrencepreilly/darglint,22.0,https://github.com/terrencepreilly/darglint,MIT,2017-09-25 14:11:21.000,2025-04-22 14:57:12.196000,41.0,71.0,483.0,25,False,darglint,conda-forge/darglint,,23033.0,22743.0,https://pypi.org/project/darglint,2021-10-18 03:40:35.000,2021-10-18 03:40:35.000,1.8.1,49.0,290.0,541540.0,543284.0,https://anaconda.org/conda-forge/darglint,2025-04-22 14:57:12.196,129127.0,2.0,,,,,,,,,,,,,,,,
+123,flake8-isort,gforcada/flake8-isort,linters,flake8 plugin that integrates isort.,,https://github.com/gforcada/flake8-isort,40.0,https://github.com/gforcada/flake8-isort,GPL-2.0,2015-09-12 19:25:34.000,2025-10-25 14:27:21.036000,198.0,2.0,183.0,25,True,flake8-isort,conda-forge/flake8-isort,['flake8'],29304.0,28675.0,https://pypi.org/project/flake8-isort,2025-10-25 13:31:06.000,2025-10-25 13:31:06.000,7.0.0,45.0,629.0,1580851.0,1582333.0,https://anaconda.org/conda-forge/flake8-isort,2025-10-25 14:27:21.036,108219.0,2.0,,,,,,,,,,,,,,,,
+124,flake8-quotes,zheller/flake8-quotes,linters,Flake8 extension for checking quotes in python.,,https://github.com/zheller/flake8-quotes,33.0,https://github.com/zheller/flake8-quotes,MIT,2014-03-10 00:05:08.000,2025-04-22 14:56:27.787000,39.0,11.0,178.0,25,False,flake8-quotes,conda-forge/flake8-quotes,['flake8'],24458.0,24024.0,https://pypi.org/project/flake8-quotes,2024-02-10 21:58:22.000,2024-02-10 21:58:22.000,3.4.0,42.0,434.0,945034.0,964084.0,https://anaconda.org/conda-forge/flake8-quotes,2025-04-22 14:56:27.787,1143004.0,2.0,,,,,,,,,,,,,,,,
+125,gast,serge-sans-paille/gast,ast,Python AST that abstracts the underlying Python version.,,https://github.com/serge-sans-paille/gast,13.0,https://github.com/serge-sans-paille/gast,BSD-3-Clause,2016-07-18 10:39:07.000,2025-11-30 12:53:57.736000,38.0,,146.0,25,True,gast,conda-forge/gast,,217539.0,217008.0,https://pypi.org/project/gast,2025-11-29 15:30:03.000,2025-11-29 15:30:03.000,0.7.0,24.0,531.0,19104043.0,19170217.0,https://anaconda.org/conda-forge/gast,2025-11-30 12:53:57.736,4764580.0,2.0,,,,,,,,,,,,,,,,
+126,pyre-check,facebook/pyre-check,type-checkers,Performant type-checking for python.,,https://github.com/facebook/pyre-check,308.0,https://github.com/facebook/pyre-check,MIT,2017-11-10 17:31:36.000,2026-08-06 10:26:35.000000,452.0,167.0,7171.0,24,True,pyre-check,,,130.0,24.0,https://pypi.org/project/pyre-check,2026-08-06 10:26:35.000,2025-07-07 15:59:16.000,0.9.25,82.0,106.0,240726.0,240726.0,,,,3.0,,,,,,,,,,,,,,,,
+127,pex,pantsbuild/pex,packaging,The PEX packaging toolchain.,,https://github.com/pex-tool/pex,127.0,,Apache-2.0,,2026-08-13 13:30:25.000000,316.0,,4220.0,24,True,pex,,,65.0,,https://pypi.org/project/pex,2026-08-13 13:30:25.000,2026-08-13 13:30:25.000,2.100.4,494.0,65.0,6226800.0,6226800.0,,,,2.0,,,,,,,,,,,,,,,,
+128,detect-secrets,Yelp/detect-secrets,security,An enterprise friendly way of detecting and preventing secrets in code.,,https://github.com/Yelp/detect-secrets,89.0,https://github.com/Yelp/detect-secrets,Apache-2.0,2017-12-05 00:38:38.000,2025-03-13 15:39:41.000000,514.0,125.0,4193.0,24,False,detect-secrets,,,95.0,,https://pypi.org/project/detect-secrets,2024-05-06 17:46:16.000,2024-05-06 17:46:16.000,1.5.0,38.0,95.0,7580676.0,7580676.0,,,,3.0,,,,,,,,,,,,,,,,
+129,pyupgrade,asottile/pyupgrade,refactoring,A tool (and pre-commit hook) to automatically upgrade syntax for newer versions of the language.,,https://github.com/asottile/pyupgrade,36.0,https://github.com/asottile/pyupgrade,MIT,2017-02-28 17:50:31.000,2025-11-19 02:05:13.152000,204.0,19.0,3956.0,24,True,pyupgrade,conda-forge/pyupgrade,,630.0,,https://pypi.org/project/pyupgrade,2025-11-19 00:39:46.000,2025-11-19 00:39:46.000,3.21.2,177.0,630.0,1630597.0,1643904.0,https://anaconda.org/conda-forge/pyupgrade,2025-11-19 02:05:13.152,998065.0,2.0,,,,,,,,,,,,,,,,
+130,pudb,inducer/pudb,debugging,Full-screen console debugger for Python.,,https://github.com/inducer/pudb,101.0,https://github.com/inducer/pudb,,2011-05-13 23:44:30.000,2025-12-07 00:08:08.048000,237.0,164.0,3180.0,24,False,pudb,conda-forge/pudb,,8696.0,8560.0,https://pypi.org/project/pudb,2025-12-06 20:18:12.000,2025-12-06 20:18:12.000,2025.1.5,87.0,136.0,1421125.0,1431173.0,https://anaconda.org/conda-forge/pudb,2025-12-07 00:08:08.048,602916.0,2.0,,,,,,,,,,,,,,,,
+131,notifiers,liiight/notifiers,logging,The easy way to send notifications.,,https://github.com/liiight/notifiers,27.0,https://github.com/liiight/notifiers,MIT,2017-06-01 10:20:18.000,2025-05-20 18:12:25.759000,106.0,39.0,2704.0,24,False,notifiers,conda-forge/notifiers,,1423.0,1386.0,https://pypi.org/project/notifiers,2025-05-17 15:58:56.000,2025-05-17 15:58:56.000,1.3.6,34.0,37.0,562641.0,563706.0,https://anaconda.org/conda-forge/notifiers,2025-05-20 18:12:25.759,72463.0,3.0,,,,,,,,,,,,,,,,
+132,pytest-testmon,tarpas/pytest-testmon,testing,Selects tests affected by changed files. Executes the right tests first. Continuous test runner when used with pytest-..,,https://github.com/tarpas/pytest-testmon,29.0,https://github.com/tarpas/pytest-testmon,MIT,2015-02-02 14:21:10.000,2025-12-01 07:34:04.000000,78.0,37.0,1000.0,24,True,pytest-testmon,conda-forge/pytest-testmon,['pytest'],1794.0,1735.0,https://pypi.org/project/pytest-testmon,2025-12-01 07:30:23.000,2025-11-07 13:27:44.000,2.1.4,95.0,59.0,4770262.0,4772215.0,https://anaconda.org/conda-forge/pytest-testmon,2025-04-22 14:56:46.735,199305.0,3.0,,,,,,,,,,,,,,,,
+133,astor,berkerpeksag/astor,ast,Python AST read/write.,,https://github.com/berkerpeksag/astor,35.0,https://github.com/berkerpeksag/astor,BSD-3-Clause,2012-09-19 23:02:51.000,2025-04-22 14:56:33.663000,106.0,32.0,858.0,24,False,astor,conda-forge/astor,,618.0,,https://pypi.org/project/astor,2019-12-10 01:50:33.000,2019-12-10 01:50:33.000,0.8.1,14.0,618.0,30752989.0,30898583.0,https://anaconda.org/conda-forge/astor,2025-04-22 14:56:33.663,2911890.0,3.0,,,,,,,,,,,,,,,,
+134,PyHamcrest,hamcrest/PyHamcrest,testing,Hamcrest matchers for Python.,,https://github.com/hamcrest/PyHamcrest,47.0,https://github.com/hamcrest/PyHamcrest,,2010-12-24 02:55:56.000,2025-04-22 14:56:22.885000,115.0,26.0,791.0,24,False,pyhamcrest,conda-forge/pyhamcrest,,43095.0,42780.0,https://pypi.org/project/pyhamcrest,2023-10-22 15:47:25.000,2023-10-22 15:47:25.000,2.1.0,25.0,315.0,5910211.0,5923517.0,https://anaconda.org/conda-forge/pyhamcrest,2025-04-22 14:56:22.885,745156.0,3.0,,,,,,,,,,,,,,,,
+135,flake8-comprehensions,adamchainz/flake8-comprehensions,linters,A flake8 plugin to help you write better list/set/dict comprehensions.,,https://github.com/adamchainz/flake8-comprehensions,16.0,https://github.com/adamchainz/flake8-comprehensions,MIT,2016-04-05 12:15:56.000,2025-09-10 17:55:03.656000,23.0,6.0,469.0,24,True,flake8-comprehensions,conda-forge/flake8-comprehensions,['flake8'],30606.0,29825.0,https://pypi.org/project/flake8-comprehensions,2025-09-09 22:37:17.000,2025-09-09 22:37:17.000,3.17.0,42.0,781.0,1747743.0,1764389.0,https://anaconda.org/conda-forge/flake8-comprehensions,2025-09-10 17:55:03.656,1231868.0,3.0,,,,,,,,,,,,,,,,
+136,wasabi,ines/wasabi,logging,A lightweight console printing and formatting toolkit.,,https://github.com/explosion/wasabi,14.0,,MIT,2020-06-22 09:49:07.518,2025-04-22 14:57:01.909000,25.0,,462.0,24,False,wasabi,conda-forge/wasabi,,70978.0,70767.0,https://pypi.org/project/wasabi,2024-05-31 16:56:16.000,2024-05-31 16:56:16.000,1.1.3,42.0,211.0,21391230.0,21421081.0,https://anaconda.org/conda-forge/wasabi,2025-04-22 14:57:01.909,2208982.0,3.0,,,,,,,,,,,,,,,,
+137,ddt,datadriventests/ddt,testing,Data-Driven Tests for Python Unittest.,,https://github.com/datadriventests/ddt,38.0,https://github.com/datadriventests/ddt,MIT,2012-02-11 22:57:10.000,2025-04-22 14:56:33.025000,112.0,13.0,441.0,24,False,ddt,conda-forge/ddt,,6842.0,6630.0,https://pypi.org/project/ddt,2024-02-26 01:36:32.000,2024-02-26 01:36:32.000,1.7.2,34.0,212.0,1594889.0,1600232.0,https://anaconda.org/conda-forge/ddt,2025-04-22 14:56:33.025,251123.0,3.0,,,,,,,,,,,,,,,,
+138,numpydoc,numpy/numpydoc,documentation,Numpys Sphinx extensions.,,https://github.com/numpy/numpydoc,95.0,https://github.com/numpy/numpydoc,,2013-07-24 16:23:39.000,2026-06-10 22:03:31.000000,175.0,133.0,352.0,24,False,numpydoc,conda-forge/numpydoc,['sphinx'],4059.0,,https://pypi.org/project/numpydoc,2026-06-10 22:03:31.000,2025-12-02 16:39:11.000,1.10.0,36.0,4059.0,2137229.0,2203181.0,https://anaconda.org/conda-forge/numpydoc,2025-12-02 22:48:01.622,4946453.0,3.0,,,,,,,,,,,,,,,,
+139,check-manifest,mgedmin/check-manifest,linters,Tool to check the completeness of MANIFEST.in for Python packages.,,https://github.com/mgedmin/check-manifest,23.0,https://github.com/mgedmin/check-manifest,MIT,2013-03-05 15:27:20.000,2025-10-15 12:22:44.579000,37.0,23.0,292.0,24,True,check-manifest,conda-forge/check-manifest,,17318.0,12290.0,https://pypi.org/project/check-manifest,2025-10-15 11:15:46.000,,,45.0,5028.0,907965.0,911076.0,https://anaconda.org/conda-forge/check-manifest,2025-10-15 12:22:44.579,220924.0,3.0,,,,,,,,,,,,,,,,
+140,asteval,newville/asteval,ast,"Safe, minimalistic evaluator of python expression using ast module.",,https://github.com/lmfit/asteval,28.0,,MIT,2021-02-11 03:06:29.408,2026-06-12 17:31:34.074000,52.0,,220.0,24,True,asteval,conda-forge/asteval,,213.0,,https://pypi.org/project/asteval,2026-06-11 18:40:35.000,2026-06-11 18:40:35.000,1.0.9,44.0,213.0,6455906.0,6472421.0,https://anaconda.org/conda-forge/asteval,2026-06-12 17:31:34.074,1090010.0,3.0,,,,,,,,,,,,,,,,
+141,pyenv,pyenv/pyenv,virtual-envs,Simple Python version management.,,https://github.com/pyenv/pyenv,483.0,https://github.com/pyenv/pyenv,MIT,2012-08-31 06:57:52.000,2025-03-18 16:18:33.000000,3145.0,78.0,41377.0,23,False,pyenv,,,24.0,24.0,https://pypi.org/project/pyenv,2019-01-12 14:49:22.000,2019-01-12 14:49:22.000,0.0.1,4.0,,19325.0,19325.0,,,,2.0,,,,,,,,,,,,,,,,
+142,Bpytop,aristocratos/bpytop,profiling,Linux/OSX/FreeBSD resource monitor.,,https://github.com/aristocratos/bpytop,36.0,https://github.com/aristocratos/bpytop,Apache-2.0,2020-07-01 17:41:25.000,2025-04-22 14:57:45.970000,316.0,58.0,8181.0,23,False,bpytop,conda-forge/bpytop,,246.0,245.0,https://pypi.org/project/bpytop,2021-12-22 19:23:21.000,2021-12-22 19:23:21.000,1.0.68,53.0,1.0,7829.0,8281.0,https://anaconda.org/conda-forge/bpytop,2025-04-22 14:57:45.970,29853.0,3.0,,,,,,,,,,,,,,,,
+143,buildbot,buildbot/buildbot,build-tools,Python-based continuous integration testing framework; your pull requests are more than welcome!.,,https://github.com/buildbot/buildbot,904.0,https://github.com/buildbot/buildbot,GPL-2.0,2010-07-06 17:56:53.000,2025-08-01 00:55:03.000000,1648.0,764.0,5376.0,23,True,buildbot,conda-forge/buildbot,,435.0,415.0,https://pypi.org/project/buildbot,2025-05-12 21:41:22.000,2025-05-12 21:41:22.000,4.3.0,146.0,20.0,22283.0,24887.0,https://anaconda.org/conda-forge/buildbot,2025-05-13 11:35:44.706,195367.0,3.0,,,,,,,,,,,,,,,,
+144,memory-profiler,pythonprofilers/memory_profiler,profiling,Monitor Memory usage of Python code.,,https://github.com/pythonprofilers/memory_profiler,105.0,https://github.com/pythonprofilers/memory_profiler,BSD-3-Clause,2011-10-14 11:56:14.000,2025-12-04 21:58:46.357000,387.0,139.0,4539.0,23,True,memory_profiler,conda-forge/memory_profiler,,464.0,,https://pypi.org/project/memory_profiler,2022-11-15 17:59:01.069,2022-11-15 17:59:01.069,0.61.0,59.0,464.0,,73602.0,https://anaconda.org/conda-forge/memory_profiler,2025-12-04 21:58:46.357,5152188.0,3.0,,,,,,,,,,,,,,,,
+145,line_profiler,pyutils/line_profiler,profiling,Line-by-line profiling for Python.,,https://github.com/pyutils/line_profiler,55.0,https://github.com/pyutils/line_profiler,BSD-3-Clause,2019-12-10 22:26:33.000,2026-04-15 15:33:12.000000,135.0,55.0,3233.0,23,True,line_profiler,conda-forge/line_profiler,,405.0,,https://pypi.org/project/line_profiler,2026-02-23 23:29:45.000,2026-02-23 23:29:45.000,5.0.2,35.0,405.0,2927748.0,3009214.0,https://anaconda.org/conda-forge/line_profiler,2026-02-24 23:29:30.445,5621154.0,3.0,,,,,,,,,,,,,,,,
+146,snoop,alexmojaki/snoop,debugging,"A powerful set of Python debugging tools, based on PySnooper.",,https://github.com/alexmojaki/snoop,23.0,https://github.com/alexmojaki/snoop,MIT,2019-05-13 18:45:35.000,2026-07-18 11:47:45.000000,43.0,26.0,1457.0,23,True,snoop,conda-forge/snoop,,54.0,,https://pypi.org/project/snoop,2026-07-18 11:47:45.000,2026-07-18 11:47:45.000,0.6.1,17.0,54.0,251606.0,251927.0,https://anaconda.org/conda-forge/snoop,2025-04-22 14:58:02.750,18618.0,3.0,,,,,,,,,,,,,,,,
+147,pdbpp,pdbpp/pdbpp,debugging,"pdb++, a drop-in replacement for pdb (the Python debugger).",,https://github.com/pdbpp/pdbpp,41.0,https://github.com/pdbpp/pdbpp,BSD-3-Clause,2017-06-11 13:42:16.000,2026-02-23 17:34:55.834000,74.0,107.0,1430.0,23,True,pdbpp,conda-forge/pdbpp,,638.0,,https://pypi.org/project/pdbpp,2026-02-23 14:23:43.000,2026-02-23 14:23:43.000,0.12.1,33.0,638.0,1471699.0,1478304.0,https://anaconda.org/conda-forge/pdbpp,2026-02-23 17:34:55.834,402947.0,3.0,,,,,,,,,,,,,,,,
+148,pdoc3,pdoc3/pdoc,documentation,Auto-generate API documentation for Python projects.,,https://github.com/pdoc3/pdoc,69.0,https://github.com/pdoc3/pdoc,AGPL-3.0,2019-01-02 02:32:40.000,2025-10-17 12:08:52.752000,144.0,106.0,1179.0,23,True,pdoc3,anaconda/pdoc3,,5737.0,5248.0,https://pypi.org/project/pdoc3,2025-03-20 22:53:51.000,2025-03-20 22:53:51.000,0.11.6,41.0,489.0,279803.0,279839.0,https://anaconda.org/anaconda/pdoc3,2025-10-17 12:08:52.752,2940.0,3.0,,,,,,,,,,,,,,,,
+149,pylama,klen/pylama,linters,Code audit tool for python.,,https://github.com/klen/pylama,48.0,https://github.com/klen/pylama,MIT,2012-08-17 10:10:10.000,2024-06-21 06:45:05.000000,100.0,64.0,1045.0,23,False,pylama,,,7243.0,6914.0,https://pypi.org/project/pylama,2022-08-08 11:29:01.059,2022-08-08 11:29:01.059,8.4.1,116.0,329.0,193541.0,193541.0,,,,3.0,,,,,,,,,,,,,,,,
+150,autoflake,myint/autoflake,refactoring,Removes unused imports and unused variables.,,https://www.github.com/PyCQA/autoflake,42.0,,MIT,2021-05-26 14:50:36.470,2026-02-20 08:48:51.904000,87.0,,958.0,23,True,autoflake,conda-forge/autoflake,,1383.0,,https://pypi.org/project/autoflake,2026-02-20 05:01:42.000,2026-02-20 05:01:42.000,2.3.3,63.0,1383.0,7307600.0,7318503.0,https://anaconda.org/conda-forge/autoflake,2026-02-20 08:48:51.904,686949.0,2.0,,,,,,,,,,,,,,,,
+151,pytest-watch,joeyespo/pytest-watch,testing,Local continuous test runner with pytest and watchdog.,,https://github.com/joeyespo/pytest-watch,16.0,https://github.com/joeyespo/pytest-watch,MIT,2015-01-12 02:08:20.000,2025-10-02 11:05:16.716000,54.0,47.0,729.0,23,True,pytest-watch,conda-forge/pytest-watch,['pytest'],12204.0,11645.0,https://pypi.org/project/pytest-watch,2018-05-20 19:52:16.000,2018-05-20 19:52:16.000,4.2.0,17.0,559.0,970523.0,974227.0,https://anaconda.org/conda-forge/pytest-watch,2025-10-02 11:05:16.716,263034.0,3.0,,,,,,,,,,,,,,,,
+152,interrogate,econchick/interrogate,documentation,Explain yourself! Interrogate a codebase for docstring coverage.,,https://github.com/econchick/interrogate,17.0,https://github.com/econchick/interrogate,MIT,2020-04-24 02:33:25.000,2026-01-05 21:33:55.000000,49.0,37.0,657.0,23,True,interrogate,,,9842.0,9456.0,https://pypi.org/project/interrogate,2024-04-07 22:30:44.000,2024-04-07 22:30:44.000,1.7.0,16.0,386.0,1597663.0,1597663.0,,,,3.0,,,,,,,,,,,,,,,,
+153,pytest-docker,avast/pytest-docker,testing,Docker-based integration tests.,,https://github.com/avast/pytest-docker,30.0,https://github.com/avast/pytest-docker,MIT,2017-03-07 04:51:13.000,2025-11-12 13:42:28.000000,77.0,21.0,477.0,23,True,pytest-docker,,['pytest'],2876.0,2722.0,https://pypi.org/project/pytest-docker,2025-11-12 13:42:18.000,2025-11-12 13:42:18.000,3.2.5,34.0,154.0,2547804.0,2547804.0,,,,3.0,,,,,,,,,,,,,,,,
+154,py2app,ronaldoussoren/py2app,packaging,py2app is a Python setuptools command which will allow you to make standalone Mac OS X application bundles and plugins..,,https://github.com/ronaldoussoren/py2app,31.0,https://github.com/ronaldoussoren/py2app,MIT,2020-01-14 11:27:41.000,2026-02-13 20:49:59.000000,45.0,223.0,422.0,23,True,py2app,,,5629.0,5587.0,https://pypi.org/project/py2app,2026-02-13 20:49:59.000,2026-02-13 20:49:59.000,0.28.10,52.0,42.0,60709.0,60709.0,,,,2.0,,,,,,,,,,,,,,,,
+155,flake8-eradicate,wemake-services/flake8-eradicate,linters,Flake8 plugin to find commented out or dead code.,,https://github.com/wemake-services/flake8-eradicate,17.0,https://github.com/wemake-services/flake8-eradicate,MIT,2018-09-21 06:58:51.000,2025-04-22 14:57:50.454000,12.0,8.0,310.0,23,False,flake8-eradicate,conda-forge/flake8-eradicate,['flake8'],20535.0,20362.0,https://pypi.org/project/flake8-eradicate,2023-05-31 09:59:03.360,2023-05-31 09:59:03.360,1.5.0,16.0,173.0,727413.0,727887.0,https://anaconda.org/conda-forge/flake8-eradicate,2025-04-22 14:57:50.454,30354.0,3.0,,,,,,,,,,,,,,,,
+156,typed_ast,python/typed_ast,ast,Modified fork of CPythons ast module that parses `# type:` comments.,,https://github.com/python/typed_ast,26.0,https://github.com/python/typed_ast,Apache-2.0,2016-02-16 22:40:09.000,2025-04-22 14:56:42.129000,53.0,1.0,233.0,23,False,typed_ast,conda-forge/typed-ast,,645.0,,https://pypi.org/project/typed_ast,2023-07-04 18:38:08.820,2023-07-04 18:38:08.820,1.5.5,35.0,645.0,4073865.0,4174899.0,https://anaconda.org/conda-forge/typed-ast,2025-04-22 14:56:42.129,7072435.0,3.0,,,,,,,,,,,,,,,,
+157,sphinx-markdown-builder,clayrisser/sphinx-markdown-builder,documentation,DISCONTINUED: sphinx builder that outputs markdown files. The active version of this project is now being maintained..,,https://github.com/clayrisser/sphinx-markdown-builder,19.0,https://github.com/clayrisser/sphinx-markdown-builder,MIT,2018-11-11 00:07:58.000,2026-03-11 10:56:56.000000,60.0,,161.0,23,True,sphinx-markdown-builder,,['sphinx'],1852.0,1619.0,https://pypi.org/project/sphinx-markdown-builder,2026-03-11 10:56:56.000,2026-03-11 10:56:56.000,0.6.10,34.0,233.0,562907.0,562907.0,,,,3.0,,,,,,,,,,,,,,,,
+158,better-exceptions,Qix-/better-exceptions,logging,"Pretty and useful exceptions in Python, automatically.",,https://github.com/Qix-/better-exceptions,20.0,https://github.com/Qix-/better-exceptions,MIT,2017-03-12 11:23:04.000,2025-10-22 12:49:05.000000,204.0,34.0,4677.0,22,True,better-exceptions,,,102.0,,https://pypi.org/project/better-exceptions,2021-01-29 16:48:55.000,2021-01-29 16:48:55.000,0.3.3,16.0,102.0,506394.0,506394.0,,,,3.0,,,,,,,,,,,,,,,,
+159,Diamond,python-diamond/Diamond,profiling,Diamond is a python daemon that collects system metrics and publishes them to Graphite (and others). It is capable of..,,https://github.com/python-diamond/Diamond,388.0,https://github.com/python-diamond/Diamond,MIT,2013-10-11 23:32:13.000,2024-06-29 14:21:40.000000,599.0,123.0,1761.0,22,False,diamond,,,224.0,218.0,https://pypi.org/project/diamond,2016-11-25 22:13:29.000,2016-11-25 22:13:29.000,4.0.515,36.0,6.0,5670.0,5670.0,,,,3.0,,,,,,,,,,,,,,,,
+160,cx_Freeze,marcelotduarte/cx_Freeze,packaging,Creates standalone executables from Python scripts with the same performance as the original script. It is cross-..,,https://github.com/marcelotduarte/cx_Freeze,126.0,https://github.com/marcelotduarte/cx_Freeze,,2017-01-22 04:25:52.000,2026-07-29 06:28:32.000000,241.0,48.0,1557.0,22,True,cx_freeze,conda-forge/cx_freeze,,138.0,,https://pypi.org/project/cx_freeze,2026-04-13 06:00:29.000,2026-04-13 06:00:29.000,8.6.4,118.0,138.0,204571.0,223931.0,https://anaconda.org/conda-forge/cx_freeze,2026-04-13 07:15:39.549,1452003.0,3.0,,,,,,,,,,,,,,,,
+161,stackprinter,cknd/stackprinter,logging,Debugging-friendly exceptions for Python.,,https://github.com/cknd/stackprinter,9.0,https://github.com/cknd/stackprinter,MIT,2018-09-05 10:58:47.000,2026-04-20 09:55:00.937000,42.0,14.0,1302.0,22,True,stackprinter,conda-forge/stackprinter,,507.0,453.0,https://pypi.org/project/stackprinter,2026-04-17 07:09:53.000,2026-04-17 07:09:53.000,0.2.13,22.0,54.0,422642.0,422945.0,https://anaconda.org/conda-forge/stackprinter,2026-04-20 09:55:00.937,21218.0,3.0,,,,,,,,,,,,,,,,
+162,py2exe,py2exe/py2exe,packaging,Create standalone Windows programs from Python code.,,https://github.com/py2exe/py2exe,25.0,https://github.com/py2exe/py2exe,MIT,2019-03-11 13:16:35.000,2026-06-21 21:24:36.000000,112.0,18.0,990.0,22,True,py2exe,,,2264.0,2252.0,https://pypi.org/project/py2exe,2026-06-21 21:24:36.000,2021-12-15 13:42:30.109,0.6.6,33.0,12.0,12817.0,12817.0,,,,3.0,,,,,,,,,,,,,,,,
+163,docformatter,myint/docformatter,formatters,Formats docstrings to follow PEP 257.,,https://github.com/PyCQA/docformatter,45.0,,,2020-09-18 07:36:09.761,2026-04-29 19:03:06.638000,87.0,,592.0,22,False,docformatter,conda-forge/docformatter,,4999.0,4591.0,https://pypi.org/project/docformatter,2026-04-28 20:34:50.000,2026-04-28 20:34:50.000,1.7.8,65.0,408.0,1380774.0,1386890.0,https://anaconda.org/conda-forge/docformatter,2026-04-29 19:03:06.638,434302.0,3.0,,,,,,,,,,,,,,,,
+164,sphinx-bootstrap-theme,ryan-roemer/sphinx-bootstrap-theme,documentation,Sphinx Bootstrap Theme.,,https://github.com/ryan-roemer/sphinx-bootstrap-theme,39.0,https://github.com/ryan-roemer/sphinx-bootstrap-theme,MIT,2011-12-07 14:53:00.000,2022-02-28 16:14:56.000000,213.0,57.0,588.0,22,False,sphinx-bootstrap-theme,,['sphinx'],275.0,,https://pypi.org/project/sphinx-bootstrap-theme,2022-02-03 20:27:24.000,2022-02-03 20:27:24.000,0.8.1,58.0,275.0,164429.0,164429.0,,,,3.0,,,,,,,,,,,,,,,,
+165,pytest-lazy-fixture,tvorog/pytest-lazy-fixture,testing,It helps to use fixtures in pytest.mark.parametrize.,,https://github.com/tvorog/pytest-lazy-fixture,9.0,https://github.com/tvorog/pytest-lazy-fixture,MIT,2016-09-29 23:52:48.000,2025-04-22 14:56:34.780000,30.0,23.0,379.0,22,False,pytest-lazy-fixture,conda-forge/pytest-lazy-fixture,['pytest'],3768.0,3473.0,https://pypi.org/project/pytest-lazy-fixture,2020-02-01 18:04:00.000,2020-02-01 18:04:00.000,0.6.3,12.0,295.0,734485.0,741757.0,https://anaconda.org/conda-forge/pytest-lazy-fixture,2025-04-22 14:56:34.780,814548.0,3.0,,,,,,,,,,,,,,,,
+166,pytest-datadir,gabrielcnr/pytest-datadir,testing,pytest plugin for manipulating test data directories and files.,,https://github.com/gabrielcnr/pytest-datadir,16.0,https://github.com/gabrielcnr/pytest-datadir,MIT,2015-07-02 21:41:44.000,2026-05-25 18:54:55.000000,26.0,5.0,275.0,22,True,pytest-datadir,conda-forge/pytest-datadir,['pytest'],2581.0,2308.0,https://pypi.org/project/pytest-datadir,2025-07-30 13:52:11.000,2025-07-30 13:52:11.000,1.8.0,17.0,273.0,1851187.0,1863097.0,https://anaconda.org/conda-forge/pytest-datadir,2025-07-30 22:39:32.200,547865.0,3.0,,,,,,,,,,,,,,,,
+167,pytest-mypy,dbader/pytest-mypy,testing,A Pytest Plugin for Mypy.,,https://github.com/realpython/pytest-mypy,16.0,,,2020-08-27 04:01:58.344,2025-04-22 14:57:21.503000,33.0,,257.0,22,False,pytest-mypy,conda-forge/pytest-mypy,['pytest'],5645.0,4862.0,https://pypi.org/project/pytest-mypy,2025-04-02 19:31:14.000,2025-04-02 19:31:14.000,1.0.1,25.0,783.0,530535.0,532353.0,https://anaconda.org/conda-forge/pytest-mypy,2025-04-22 14:57:21.503,130951.0,3.0,,,,,,,,,,,,,,,,
+168,flake8-black,peterjc/flake8-black,linters,flake8 plugin to run black for checking Python coding style.,,https://github.com/peterjc/flake8-black,11.0,https://github.com/peterjc/flake8-black,MIT,2019-01-10 14:40:26.000,2025-10-06 16:41:25.000000,11.0,4.0,165.0,22,True,flake8-black,conda-forge/flake8-black,['flake8'],9361.0,8819.0,https://pypi.org/project/flake8-black,2025-09-21 18:56:36.000,2025-09-21 18:56:36.000,0.4.0,22.0,542.0,643790.0,650418.0,https://anaconda.org/conda-forge/flake8-black,2025-09-22 00:17:36.193,497123.0,3.0,,,,,,,,,,,,,,,,
+169,flake8-commas,PyCQA/flake8-commas,linters,Flake8 extension for enforcing trailing commas in python.,,https://github.com/PyCQA/flake8-commas,15.0,https://github.com/PyCQA/flake8-commas,MIT,2015-12-16 09:25:13.000,2026-01-05 17:48:01.000000,30.0,3.0,134.0,22,True,flake8-commas,,['flake8'],19372.0,19156.0,https://pypi.org/project/flake8-commas,2024-05-16 20:07:44.000,2024-05-16 20:07:44.000,4.0.0,22.0,216.0,297695.0,297695.0,,,,3.0,,,,,,,,,,,,,,,,
+170,flake8-builtins,gforcada/flake8-builtins,linters,Check for python builtins being used as variables or parameters.,,https://github.com/gforcada/flake8-builtins,21.0,https://github.com/gforcada/flake8-builtins,GPL-2.0,2016-03-02 00:26:51.000,2025-10-27 19:47:11.685000,25.0,3.0,118.0,22,True,flake8-builtins,conda-forge/flake8-builtins,['flake8'],12324.0,11738.0,https://pypi.org/project/flake8-builtins,2025-10-25 13:45:56.000,2025-10-25 13:45:56.000,3.1.0,33.0,586.0,936062.0,951356.0,https://anaconda.org/conda-forge/flake8-builtins,2025-10-27 19:47:11.685,703569.0,3.0,,,,,,,,,,,,,,,,
+171,gdbgui,cs01/gdbgui,debugging,"Browser-based frontend to gdb (gnu debugger). Add breakpoints, view the stack, visualize data structures, and more in..",,https://github.com/cs01/gdbgui,45.0,https://github.com/cs01/gdbgui,GPL-3.0,2016-10-27 03:19:25.000,2025-06-29 22:40:49.000000,522.0,179.0,10347.0,21,False,gdbgui,,,517.0,515.0,https://pypi.org/project/gdbgui,2025-06-29 22:39:12.000,2017-01-25 18:46:20.000,0.7.2,96.0,2.0,6111.0,6111.0,,,,3.0,,,,,,,,,,,,,,,,
+172,MonkeyType,Instagram/MonkeyType,refactoring,A Python library that generates static type annotations by collecting runtime types.,,https://github.com/Instagram/MonkeyType,51.0,https://github.com/Instagram/MonkeyType,BSD-3-Clause,2017-07-11 00:19:00.000,2025-06-19 05:52:11.000000,185.0,61.0,4920.0,21,False,monkeytype,conda-forge/monkeytype,,23.0,,https://pypi.org/project/monkeytype,2023-03-20 14:10:04.829,2023-03-20 14:10:04.829,23.3.0,23.0,23.0,381749.0,383951.0,https://anaconda.org/conda-forge/monkeytype,2025-04-22 14:56:45.647,165168.0,2.0,,,,,,,,,,,,,,,,
+173,PyOxidizer,indygreg/PyOxidizer,packaging,A modern Python application packaging and distribution tool.,,https://github.com/indygreg/PyOxidizer,54.0,https://github.com/indygreg/PyOxidizer,MPL-2.0,2018-12-18 23:32:13.000,2023-07-19 05:29:25.000000,204.0,324.0,4846.0,21,False,pyoxidizer,,,161.0,159.0,https://pypi.org/project/pyoxidizer,2023-01-02 16:18:55.910,2023-01-02 16:18:55.910,0.24.0,11.0,2.0,13080.0,13080.0,,,,3.0,,,,,,,,,,,,,,,,
+174,rebound,shobrook/rebound,logging,Command-line tool that instantly fetches Stack Overflow results when an exception is thrown.,,https://github.com/shobrook/rebound,16.0,https://github.com/shobrook/rebound,GPL-3.0,2018-02-28 04:47:03.000,2026-07-22 18:48:53.000000,380.0,24.0,4074.0,21,True,rebound,conda-forge/rebound,,59.0,,https://pypi.org/project/rebound,2026-07-22 18:48:53.000,2026-07-22 18:48:53.000,5.1.1,236.0,59.0,38812.0,56652.0,https://anaconda.org/conda-forge/rebound,2026-07-10 14:03:18.528,1338060.0,3.0,,,,,,,,,,,,,,,,
+175,shiv,linkedin/shiv,packaging,"shiv is a command line utility for building fully self contained Python zipapps as outlined in PEP 441, but with all..",,https://github.com/linkedin/shiv,45.0,https://github.com/linkedin/shiv,BSD-2-Clause,2018-03-13 18:46:23.000,2026-01-10 12:19:00.000000,109.0,65.0,1918.0,21,True,shiv,,,29.0,,https://pypi.org/project/shiv,2024-11-01 19:47:45.000,2024-11-01 19:47:45.000,1.0.8,65.0,29.0,497036.0,497036.0,,,,3.0,,,,,,,,,,,,,,,,
+176,uiautomator,xiaocong/uiautomator,testing,Python wrapper of Android uiautomator test tool.,,https://github.com/xiaocong/uiautomator,13.0,https://github.com/xiaocong/uiautomator,MIT,2013-08-18 03:38:50.000,2023-02-28 00:25:02.000000,636.0,183.0,1897.0,21,False,uiautomator,,,329.0,317.0,https://pypi.org/project/uiautomator,2020-11-16 03:43:07.000,2020-11-16 03:43:07.000,1.0.2,41.0,12.0,57239.0,57239.0,,,,3.0,,,,,,,,,,,,,,,,
+177,dephell,dephell/dephell,dependency-managers,"Python project management. Manage packages: convert between formats, lock, install, resolve, isolate, test, build..",,https://github.com/dephell/dephell,37.0,https://github.com/dephell/dephell,MIT,2018-08-31 17:39:18.000,2021-01-11 21:31:40.000000,116.0,107.0,1788.0,21,False,dephell,,,871.0,848.0,https://pypi.org/project/dephell,2020-04-28 06:31:03.273,2020-04-28 06:31:03.273,0.8.3,30.0,23.0,2002.0,2002.0,,,,3.0,,,,,,,,,,,,,,,,
+178,wily,tonybaloney/wily,code-metrics,"A Python application for tracking, reporting on timing and complexity in Python code.",,https://github.com/tonybaloney/wily,25.0,https://github.com/tonybaloney/wily,Apache-2.0,2018-10-11 22:12:25.000,2026-04-26 09:12:52.000000,67.0,34.0,1286.0,21,True,wily,,,320.0,306.0,https://pypi.org/project/wily,2026-04-26 04:28:26.000,2023-10-11 03:48:57.000,1.25.0,53.0,14.0,56666.0,56666.0,,,,3.0,,,,,,,,,,,,,,,,
+179,python-devtools,samuelcolvin/python-devtools,logging,Dev tools for python.,,https://github.com/samuelcolvin/python-devtools,14.0,https://github.com/samuelcolvin/python-devtools,MIT,2017-08-20 15:30:06.000,2025-04-22 14:57:50.459000,49.0,28.0,969.0,21,False,python-devtools,conda-forge/python-devtools,,9195.0,9193.0,https://pypi.org/project/python-devtools,2017-08-21 10:32:25.000,2017-08-20 20:54:53.000,0.0.1,9.0,2.0,12956.0,13877.0,https://anaconda.org/conda-forge/python-devtools,2025-04-22 14:57:50.459,58966.0,3.0,,,,,,,,,,,,,,,,
+180,green,CleanCut/green,testing,"Green is a clean, colorful, fast python test runner.",,https://github.com/CleanCut/green,41.0,https://github.com/CleanCut/green,MIT,2014-04-01 20:08:18.000,2026-03-02 18:18:44.792000,75.0,7.0,791.0,21,True,green,conda-forge/green,,1505.0,1379.0,https://pypi.org/project/green,2024-04-18 23:54:19.000,2024-04-18 23:54:19.000,4.0.2,149.0,126.0,14772.0,21337.0,https://anaconda.org/conda-forge/green,2026-03-02 18:18:44.792,479275.0,3.0,,,,,,,,,,,,,,,,
+181,redbaron,pycqa/redbaron,refactoring,Bottom-up approach to refactoring in python.,,https://github.com/pycqa/redbaron,34.0,https://github.com/pycqa/redbaron,LGPL-3.0+,2014-03-23 05:34:39.000,2022-01-29 21:54:37.000000,72.0,90.0,724.0,21,False,redbaron,,,871.0,783.0,https://pypi.org/project/redbaron,2019-03-17 18:59:01.000,2019-03-17 18:59:01.000,0.9.2,15.0,88.0,388397.0,388397.0,,,,2.0,,,,,,,,,,,,,,,,
+182,mypy-protobuf,dropbox/mypy-protobuf,linters,Generate mypy stub files from protobuf specs.,,https://github.com/nipunn1313/mypy-protobuf,40.0,,Apache-2.0,2020-11-18 06:47:20.254,2026-04-28 18:06:47.910000,82.0,,708.0,21,True,mypy-protobuf,conda-forge/mypy-protobuf,,5040.0,4738.0,https://pypi.org/project/mypy-protobuf,2026-04-28 15:56:39.000,2026-04-28 15:56:39.000,5.1.0,46.0,302.0,,2806.0,https://anaconda.org/conda-forge/mypy-protobuf,2026-04-28 18:06:47.910,193656.0,3.0,,,,,,-4.0,,,,,,,,,,
+183,blacken-docs,asottile/blacken-docs,documentation,Run Black on Python code blocks in documentation files.,,https://github.com/asottile/blacken-docs,26.0,,MIT,2020-07-16 13:05:04.123,2025-09-08 21:36:16.747000,45.0,,670.0,21,True,blacken-docs,conda-forge/blacken-docs,,1733.0,1614.0,https://pypi.org/project/blacken-docs,2025-09-08 15:33:17.000,2025-09-08 15:33:17.000,1.20.0,31.0,119.0,139486.0,140382.0,https://anaconda.org/conda-forge/blacken-docs,2025-09-08 21:36:16.747,65438.0,3.0,,,,,,,,,,,,,,,,
+184,Mamba Test Runner,nestorsalceda/mamba,testing,The definitive testing tool for Python. Born under the banner of Behavior Driven Development (BDD).,,https://github.com/nestorsalceda/mamba,23.0,https://github.com/nestorsalceda/mamba,MIT,2013-03-12 18:53:42.000,2023-11-09 15:34:22.000000,65.0,53.0,520.0,21,False,mamba,,,1426.0,1397.0,https://pypi.org/project/mamba,2023-11-09 15:34:22.000,2023-11-09 15:34:22.000,0.11.3,22.0,29.0,16198.0,16198.0,,,,3.0,,,,,,,,,,,,,,,,
+185,mkdocs-with-pdf,orzih/mkdocs-with-pdf,documentation,Generate a single PDF file from MkDocs repository.,,https://github.com/orzih/mkdocs-with-pdf,6.0,https://github.com/orzih/mkdocs-with-pdf,MIT,2020-02-23 16:34:46.000,2024-05-25 03:08:01.000000,80.0,92.0,357.0,21,False,mkdocs-with-pdf,,['mkdocs'],936.0,928.0,https://pypi.org/project/mkdocs-with-pdf,2021-07-03 02:04:39.000,2021-07-03 02:04:39.000,0.9.3,28.0,8.0,324006.0,324006.0,,,,3.0,,,,,,,,,,,,,,,,
+186,flake8-import-order,PyCQA/flake8-import-order,linters,Flake8 plugin that checks import order against various Python Style Guides.,,https://github.com/PyCQA/flake8-import-order,50.0,https://github.com/PyCQA/flake8-import-order,LGPL-3.0,2014-03-16 12:46:09.000,2026-05-26 00:52:05.000000,73.0,14.0,281.0,21,True,flake8-import-order,conda-forge/flake8-import-order,['flake8'],654.0,,https://pypi.org/project/flake8-import-order,2025-06-24 12:47:38.000,2025-06-24 12:47:38.000,0.19.2,38.0,654.0,1567554.0,1580877.0,https://anaconda.org/conda-forge/flake8-import-order,2025-06-26 20:28:26.571,599572.0,3.0,,,,,,,,,,,,,,,,
+187,xdoctest,Erotemic/xdoctest,testing,A rewrite of Pythons builtin doctest module (with pytest plugin integration) with AST instead of RegEx.,,https://github.com/Erotemic/xdoctest,14.0,https://github.com/Erotemic/xdoctest,Apache-2.0,2017-09-24 01:59:02.000,2026-03-27 03:08:44.328000,18.0,25.0,222.0,21,True,xdoctest,conda-forge/xdoctest,,261.0,,https://pypi.org/project/xdoctest,2026-03-27 01:13:23.000,2026-03-27 01:13:23.000,1.3.2,76.0,261.0,1143917.0,1147842.0,https://anaconda.org/conda-forge/xdoctest,2026-03-27 03:08:44.328,282649.0,3.0,,,,,,,,,,,,,,,,conda-forge/xdoctest
+188,eradicate,myint/eradicate,refactoring,Removes commented-out code.,,https://github.com/pycqa/eradicate,17.0,,Saxpath,2021-04-19 20:24:54.437,2025-11-01 17:12:18.956000,26.0,,218.0,21,False,eradicate,conda-forge/eradicate,,17041.0,17010.0,https://pypi.org/project/eradicate,2025-10-27 07:14:29.000,2025-10-27 07:14:29.000,3.0.1,21.0,31.0,936696.0,937069.0,https://anaconda.org/conda-forge/eradicate,2025-11-01 17:12:18.956,23906.0,2.0,,,,,,,,,,,,,,,,
+189,data-science-types,predictive-analytics-lab/data-science-types,linters,Type stubs for Python machine learning libraries.,,https://github.com/predictive-analytics-lab/data-science-types,43.0,,Apache-2.0,2020-12-14 14:03:45.803,2025-04-22 14:57:41.763000,51.0,,202.0,21,False,data-science-types,conda-forge/data-science-types,,2035.0,1941.0,https://pypi.org/project/data-science-types,2021-02-16 16:45:03.000,2021-02-16 16:45:03.000,0.2.23,26.0,94.0,134299.0,134607.0,https://anaconda.org/conda-forge/data-science-types,2025-04-22 14:57:41.763,20994.0,3.0,,,,,,,,,,,,,,,,
+190,pytkdocs,mkdocstrings/pytkdocs,documentation,Load Python objects documentation.,,https://github.com/mkdocstrings/pytkdocs,23.0,https://github.com/mkdocstrings/pytkdocs,ISC,2020-02-04 21:18:34.000,2025-04-22 14:57:38.190000,30.0,6.0,54.0,21,False,pytkdocs,conda-forge/pytkdocs,,1679.0,1657.0,https://pypi.org/project/pytkdocs,2025-03-09 17:32:40.000,2025-03-09 17:32:40.000,0.16.5,30.0,22.0,174068.0,177662.0,https://anaconda.org/conda-forge/pytkdocs,2025-04-22 14:57:38.190,251622.0,3.0,,,,,,,,,,,,,,,,
+191,mamba,mamba-org/mamba,dependency-managers,The Fast Cross-Platform Package Manager.,,https://github.com/mamba-org/mamba,186.0,https://github.com/mamba-org/mamba,BSD-3-Clause,2019-03-05 13:05:10.000,2026-08-12 14:47:39.000000,445.0,460.0,8081.0,20,True,,conda-forge/mamba,,,,,,,,186.0,,,365293.0,https://anaconda.org/conda-forge/mamba,2026-08-07 21:46:05.046,27397001.0,3.0,,,,,,,,,,,,,,,,
+192,coala,coala/coala,linters,"coala provides a unified command-line interface for linting and fixing all your code, regardless of the programming..",,https://github.com/coala/coala,484.0,https://github.com/coala/coala,AGPL-3.0,2014-05-15 11:35:34.000,2024-02-05 04:33:35.000000,1295.0,833.0,3589.0,20,False,coala-bears,,,19.0,13.0,https://pypi.org/project/coala-bears,2023-12-02 01:06:08.134,2017-05-30 10:07:57.000,0.11.1,731.0,6.0,4196.0,4196.0,,,,3.0,,,,,,,,,,,,,,,,
+193,PrettyErrors,onelivesleft/PrettyErrors,logging,Prettify Python exception output to make it legible.,,https://github.com/onelivesleft/PrettyErrors,5.0,https://github.com/onelivesleft/PrettyErrors,MIT,2018-11-15 16:02:27.000,2025-04-22 14:57:40.153000,87.0,13.0,2861.0,20,False,pretty_errors,conda-forge/pretty_errors,,110.0,,https://pypi.org/project/pretty_errors,2021-11-24 14:32:07.000,2021-11-24 14:32:07.000,1.2.25,48.0,110.0,157358.0,157871.0,https://anaconda.org/conda-forge/pretty_errors,2025-04-22 14:57:40.153,35460.0,3.0,,,,,,,,,,,,,,,,
+194,pybuilder,pybuilder/pybuilder,build-tools,Software build automation tool for Python.,,https://github.com/pybuilder/pybuilder,40.0,https://github.com/pybuilder/pybuilder,Apache-2.0,2012-07-23 11:38:06.000,2026-04-02 08:18:27.541000,272.0,102.0,1973.0,20,True,pybuilder,conda-forge/pybuilder,,6.0,,https://pypi.org/project/pybuilder,2026-04-02 06:20:15.000,2026-04-02 06:20:15.000,0.13.20,699.0,6.0,49599.0,56762.0,https://anaconda.org/conda-forge/pybuilder,2026-04-02 08:18:27.541,408302.0,3.0,,,,,,,,,,,,,,,,
+195,Bowler,facebookincubator/Bowler,refactoring,Safe code refactoring for modern Python.,,https://github.com/facebookincubator/Bowler,27.0,https://github.com/facebookincubator/Bowler,MIT,2018-06-07 21:44:17.000,2025-04-22 14:56:57.175000,92.0,48.0,1572.0,20,False,bowler,conda-forge/bowler,,19.0,,https://pypi.org/project/bowler,2020-09-17 01:55:39.000,2020-09-17 01:55:39.000,0.9.0,8.0,19.0,60606.0,60890.0,https://anaconda.org/conda-forge/bowler,2025-04-22 14:56:57.175,26457.0,3.0,,,,,,,,,,,,,,,,
+196,pynsist,takluyver/pynsist,packaging,Build Windows installers for Python applications.,,https://github.com/takluyver/pynsist,31.0,https://github.com/takluyver/pynsist,MIT,2014-03-30 19:11:21.000,2024-04-09 12:58:32.000000,119.0,34.0,893.0,20,False,pynsist,,,273.0,259.0,https://pypi.org/project/pynsist,2022-03-21 11:44:22.000,2020-07-03 08:11:24.000,2.5.1,22.0,14.0,11783.0,11783.0,,,,3.0,,,,,,,,,,,,,,,,
+197,portray,timothycrosley/portray,documentation,Your Project with Great Documentation.,,https://github.com/timothycrosley/portray,20.0,https://github.com/timothycrosley/portray,MIT,2019-08-21 05:14:04.000,2023-09-19 11:00:56.000000,72.0,32.0,864.0,20,False,portray,,,892.0,870.0,https://pypi.org/project/portray,2022-12-19 09:01:00.611,2022-12-19 09:01:00.611,1.8.0,29.0,22.0,48693.0,48693.0,,,,3.0,,,,,,,,,,,,,,,,
+198,mkdocs-awesome-pages-plugin,lukasgeiter/mkdocs-awesome-pages-plugin,documentation,An MkDocs plugin that simplifies configuring page titles and their order.,,https://github.com/lukasgeiter/mkdocs-awesome-pages-plugin/,12.0,,MIT,,2024-12-22 21:13:46.000000,42.0,,623.0,20,False,mkdocs-awesome-pages-plugin,,['mkdocs'],909.0,693.0,https://pypi.org/project/mkdocs-awesome-pages-plugin,2024-12-22 21:13:46.000,2024-12-22 21:13:46.000,2.10.1,27.0,216.0,897307.0,897307.0,,,,3.0,,,,,,,,,,,,,,,,
+199,buildout,buildout/buildout,build-tools,Buildout is a deployment automation tool written in and extended with Python.,,https://github.com/buildout/buildout,102.0,https://github.com/buildout/buildout,ZPL-2.1,2012-03-25 21:47:18.000,2026-04-29 07:54:20.000000,177.0,121.0,614.0,20,False,zc.buildout,conda-forge/zc.buildout,,123.0,,https://pypi.org/project/zc.buildout,2026-04-29 07:54:20.000,2026-04-29 07:54:20.000,5.2.0,155.0,123.0,43219.0,44955.0,https://anaconda.org/conda-forge/zc.buildout,2025-04-22 14:58:01.521,102469.0,3.0,,,,,,,,,,,,,,,,
+200,baron,PyCQA/baron,refactoring,"IDE allow you to refactor code, Baron allows you to write refactoring code.",,https://github.com/PyCQA/baron,33.0,https://github.com/PyCQA/baron,LGPL-3.0,2013-03-21 12:19:00.000,2021-12-09 03:34:37.000000,50.0,57.0,302.0,20,False,baron,,,467.0,462.0,https://pypi.org/project/baron,2021-12-09 03:33:32.000,2021-12-09 03:33:32.000,0.10.1,21.0,5.0,388767.0,388767.0,,,,3.0,,,,,,,,,,,,,,,,
+201,mkdocs-pdf-export-plugin,zhaoterryy/mkdocs-pdf-export-plugin,documentation,An MkDocs plugin to export content pages as PDF files.,,https://github.com/zhaoterryy/mkdocs-pdf-export-plugin,12.0,https://github.com/zhaoterryy/mkdocs-pdf-export-plugin,MIT,2018-02-20 15:06:51.000,2021-10-05 01:33:27.000000,34.0,41.0,215.0,20,False,mkdocs-pdf-export-plugin,,['mkdocs'],1536.0,1530.0,https://pypi.org/project/mkdocs-pdf-export-plugin,2021-10-05 01:33:27.000,2021-10-05 01:33:27.000,0.5.10,24.0,6.0,39351.0,39351.0,,,,3.0,,,,,,,,,,,,,,,,
+202,flake8-bandit,tylerwince/flake8-bandit,linters,Automated security testing using bandit and flake8.,,https://github.com/tylerwince/flake8-bandit,12.0,https://github.com/tylerwince/flake8-bandit,MIT,2017-10-28 23:19:09.000,2023-09-13 06:38:29.000000,23.0,12.0,111.0,20,False,flake8-bandit,,['flake8'],210.0,,https://pypi.org/project/flake8-bandit,2022-08-29 14:28:51.025,2022-08-29 14:28:51.025,4.1.1,13.0,210.0,532783.0,532783.0,,,,3.0,,,,,,,,,,,,,,,,
+203,xenon,rubik/xenon,code-metrics,Monitoring tool based on radon.,,https://github.com/rubik/xenon,13.0,https://github.com/rubik/xenon,MIT,2014-02-14 14:19:20.000,2025-05-10 18:39:17.052000,4.0,1.0,81.0,20,False,xenon,conda-forge/xenon,,1912.0,1865.0,https://pypi.org/project/xenon,2024-10-21 10:27:51.000,2024-10-21 10:27:51.000,0.9.3,24.0,47.0,1521213.0,1523996.0,https://anaconda.org/conda-forge/xenon,2025-05-10 18:39:17.052,41759.0,3.0,,,,,,,,,,,,,,,,
+204,vprof,nvdv/vprof,profiling,Visual profiler for Python.,,https://github.com/nvdv/vprof,17.0,https://github.com/nvdv/vprof,BSD-2-Clause,2015-06-29 03:59:39.000,2022-07-15 07:43:03.000000,153.0,30.0,3958.0,19,False,vprof,,,157.0,146.0,https://pypi.org/project/vprof,2020-02-29 13:31:59.000,2018-06-24 14:16:36.000,0.37.6,24.0,11.0,7355.0,7355.0,,,,3.0,,,,,,,,,,,,,,,,
+205,pycco,pycco-docs/pycco,documentation,Literate-style documentation generator.,,https://github.com/pycco-docs/pycco,36.0,https://github.com/pycco-docs/pycco,MIT,2010-06-29 07:02:31.000,2023-06-12 20:15:00.000000,146.0,35.0,844.0,19,False,pycco,,,352.0,346.0,https://pypi.org/project/pycco,2018-07-25 01:44:55.232,2018-07-25 01:44:55.232,0.6.0,11.0,6.0,3988.0,3988.0,,,,3.0,,,,,,,,,,,,,,,,
+206,Fixit,Instagram/Fixit,linters,Advanced Python linting framework with auto-fixes and hierarchical configuration that makes it easy to write custom..,,https://github.com/Instagram/Fixit,52.0,https://github.com/Instagram/Fixit,,2020-02-20 19:09:01.000,2025-11-12 22:19:10.000000,67.0,44.0,693.0,19,False,fixit,,,130.0,114.0,https://pypi.org/project/fixit,2025-11-12 22:19:10.000,2025-11-12 22:19:10.000,2.2.1,13.0,16.0,492038.0,492038.0,,,,3.0,,,,,,,,,,,,,,,,
+207,pytest-plugins,man-group/pytest-plugins,testing,A grab-bag of nifty pytest plugins.,,https://github.com/man-group/pytest-plugins,67.0,https://github.com/man-group/pytest-plugins,MIT,2015-08-14 07:52:32.000,2026-01-28 17:36:23.000000,89.0,47.0,598.0,19,True,pytest-virtualenv,conda-forge/pytest-shutil,,73.0,,https://pypi.org/project/pytest-virtualenv,2024-11-29 19:33:49.000,2024-11-29 19:33:49.000,1.8.1,14.0,73.0,35595.0,37971.0,https://anaconda.org/conda-forge/pytest-shutil,2025-04-22 14:56:53.611,137835.0,3.0,,,,,,,,,,,,,,,,
+208,assertpy,ActivisionGameScience/assertpy,testing,Simple assertion library for unit testing in python with a fluent API.,,https://github.com/ActivisionGameScience/assertpy,11.0,https://github.com/ActivisionGameScience/assertpy,BSD-3-Clause,2019-11-17 15:47:15.000,2025-04-22 14:56:43.876000,75.0,,520.0,19,False,assertpy,conda-forge/assertpy,,99.0,,https://pypi.org/project/assertpy,2020-07-19 14:39:02.000,,,13.0,99.0,829197.0,829909.0,https://anaconda.org/conda-forge/assertpy,2025-04-22 14:56:43.876,52047.0,3.0,,,,,,,,,,,,,,,,
+209,constructor,conda/constructor,packaging,tool for creating installers from conda packages.,,https://github.com/conda/constructor,81.0,https://github.com/conda/constructor,BSD-3-Clause,2016-02-12 06:52:50.000,2026-07-28 21:42:05.890000,180.0,44.0,497.0,19,True,,constructor,,28.0,28.0,,,2026-07-28 21:20:52.000,3.16.3,58.0,,,214.0,https://anaconda.org/anaconda/constructor,2026-07-28 21:42:05.890,26995.0,3.0,,,,,,,,,,,,,,,,
+210,paver,paver/paver,build-tools,Python-based project scripting.,,https://github.com/paver/paver,46.0,https://github.com/paver/paver,BSD-3-Clause,2010-11-11 09:43:52.000,2025-04-22 14:56:29.275000,86.0,46.0,463.0,19,False,paver,conda-forge/paver,,13.0,,https://pypi.org/project/paver,2017-12-31 01:13:41.000,2017-12-31 01:13:41.000,1.3.4,28.0,13.0,138802.0,139932.0,https://anaconda.org/conda-forge/paver,2025-04-22 14:56:29.275,132229.0,3.0,,,,,,,,,,,,,,,,
+211,lazydocs,ml-tooling/lazydocs,documentation,Generate markdown API documentation from Google-style Python docstring. The lazy alternative to Sphinx.,,https://github.com/ml-tooling/lazydocs,13.0,https://github.com/ml-tooling/lazydocs,MIT,2020-11-10 00:31:46.000,2025-08-28 22:06:24.000000,43.0,4.0,236.0,19,True,lazydocs,,,488.0,423.0,https://pypi.org/project/lazydocs,2021-07-27 08:05:42.000,2021-07-27 08:05:42.000,0.4.8,18.0,65.0,19275.0,19275.0,,,,3.0,,,,,,,,,,,,,,,,
+212,flake8-simplify,MartinThoma/flake8-simplify,linters,A flake8 plugin that helps you to simplify code.,,https://github.com/MartinThoma/flake8-simplify,16.0,https://github.com/MartinThoma/flake8-simplify,MIT,2020-09-19 16:59:41.000,2026-01-06 00:50:50.189000,23.0,55.0,195.0,19,True,flake8-simplify,conda-forge/flake8-simplify,,137.0,,https://pypi.org/project/flake8-simplify,2026-01-01 13:32:20.000,2026-01-01 13:32:20.000,0.30.0,40.0,137.0,400167.0,401296.0,https://anaconda.org/conda-forge/flake8-simplify,2026-01-06 00:50:50.189,76796.0,3.0,,,,,,,,,,,,,,,,
+213,releases,bitprophet/releases,documentation,A powerful Sphinx changelog-generating extension.,,https://github.com/bitprophet/releases,10.0,https://github.com/bitprophet/releases,BSD-2-Clause,2013-09-16 03:56:37.000,2025-07-28 15:33:16.000000,41.0,32.0,176.0,19,False,releases,conda-forge/sphinx-releases,['sphinx'],797.0,756.0,https://pypi.org/project/releases,2023-04-28 19:14:01.551,2023-04-28 19:14:01.551,2.1.1,37.0,41.0,34923.0,35517.0,https://anaconda.org/conda-forge/sphinx-releases,2025-04-22 14:56:50.743,58874.0,3.0,,,,,,,,,,,,,,,,
+214,mkdocs-git-revision-date-plugin,zhaoterryy/mkdocs-git-revision-date-plugin,documentation,MkDocs plugin for setting revision date from git per markdown file.,,https://github.com/zhaoterryy/mkdocs-git-revision-date-plugin,7.0,https://github.com/zhaoterryy/mkdocs-git-revision-date-plugin,MIT,2018-12-03 04:29:33.000,2023-03-28 19:19:30.000000,8.0,6.0,56.0,19,False,mkdocs-git-revision-date-plugin,,['mkdocs'],3083.0,3042.0,https://pypi.org/project/mkdocs-git-revision-date-plugin,2022-03-08 14:42:31.000,2022-03-08 14:42:31.000,0.3.2,9.0,41.0,144237.0,144237.0,,,,3.0,,,,,,,,,,,,,,,,
+215,pyrasite,lmacken/pyrasite,debugging,Inject code into running Python processes.,,https://github.com/lmacken/pyrasite,25.0,https://github.com/lmacken/pyrasite,GPL-3.0,2011-09-10 06:01:20.000,2017-12-21 21:09:24.000000,143.0,28.0,1766.0,18,False,pyrasite,,,75.0,75.0,https://pypi.org/project/pyrasite,2012-05-09 19:11:33.000,,,13.0,,9150.0,9150.0,,,,3.0,,,,,,,,,,,,,,,,
+216,sixpack,sixpack/sixpack,testing,Sixpack is a language-agnostic a/b-testing framework.,,https://github.com/sixpack/sixpack,56.0,https://github.com/sixpack/sixpack,BSD-2-Clause,2012-11-15 00:01:06.000,2022-08-21 18:43:32.000000,184.0,89.0,1762.0,18,False,sixpack,,,14.0,14.0,https://pypi.org/project/sixpack,2017-11-22 14:27:35.000,2017-11-22 14:27:35.000,2.7.0,37.0,,292.0,292.0,,,,3.0,,,,,,,,,,,,,,,,
+217,heartrate,alexmojaki/heartrate,profiling,Simple real time visualisation of the execution of a Python program.,,https://github.com/alexmojaki/heartrate,3.0,https://github.com/alexmojaki/heartrate,MIT,2019-04-24 17:02:28.000,2025-04-22 14:57:56.114000,122.0,5.0,1539.0,18,False,heartrate,conda-forge/heartrate,,76.0,73.0,https://pypi.org/project/heartrate,2021-11-13 14:58:19.000,2021-11-13 14:58:19.000,0.2.2,4.0,3.0,2125.0,2247.0,https://anaconda.org/conda-forge/heartrate,2025-04-22 14:57:56.114,7583.0,3.0,,,,,,,,,,,,,,,,
+218,pyannotate,dropbox/pyannotate,refactoring,Auto-generate PEP-484 annotations.,,https://github.com/dropbox/pyannotate,17.0,https://github.com/dropbox/pyannotate,Apache-2.0,2017-11-13 20:18:08.000,2022-07-03 08:24:17.000000,61.0,36.0,1442.0,18,False,pyannotate,,,34.0,,https://pypi.org/project/pyannotate,2019-09-16 15:37:03.000,2019-09-16 15:37:03.000,1.2.0,9.0,34.0,59559.0,59559.0,,,,3.0,,,,,,,,,,,,,,,,
+219,pyflow,David-OConnor/pyflow,dependency-managers,An installation and dependency system for Python.,,https://github.com/David-OConnor/pyflow,30.0,https://github.com/David-OConnor/pyflow,MIT,2019-07-15 09:40:29.000,2025-12-30 18:35:32.000000,48.0,65.0,1335.0,18,True,pyflow,,,45.0,44.0,https://pypi.org/project/pyflow,2021-07-02 13:17:04.000,2021-07-02 13:17:04.000,0.3.1,11.0,1.0,416.0,416.0,,,,3.0,,,,,,,,,,,,,,,,
+220,python-manhole,ionelmc/python-manhole,debugging,Debugging manhole for python applications.,,https://github.com/ionelmc/python-manhole,11.0,https://github.com/ionelmc/python-manhole,BSD-2-Clause,2013-06-26 21:49:34.000,2025-04-22 14:57:57.761000,25.0,9.0,402.0,18,False,manhole,conda-forge/manhole,,6.0,,https://pypi.org/project/manhole,2024-07-04 16:25:34.000,2024-07-04 16:25:34.000,1.8.1,24.0,6.0,1035552.0,1036748.0,https://anaconda.org/conda-forge/manhole,2025-04-22 14:57:57.761,73003.0,3.0,,,,,,,,,,,,,,,,
+221,add-trailing-comma,asottile/add-trailing-comma,refactoring,A tool (and pre-commit hook) to automatically add trailing commas to calls and literals.,,https://github.com/asottile/add-trailing-comma,11.0,https://github.com/asottile/add-trailing-comma,MIT,2017-07-10 00:55:50.000,2025-10-10 17:59:27.000000,29.0,,368.0,18,True,add-trailing-comma,,,41.0,,https://pypi.org/project/add-trailing-comma,2025-10-10 17:59:24.000,2025-10-10 17:59:24.000,4.0.0,43.0,41.0,88952.0,88952.0,,,,3.0,,,,,,,,,,,,,,,,
+222,unimport,hakancelik96/unimport,refactoring,The ultimate linter and formatter for removing unused import statements in your code.,,https://unimport.hakancelik.dev/,16.0,,MIT,,2026-06-02 15:33:55.000000,21.0,,247.0,18,True,unimport,,,219.0,174.0,https://pypi.org/project/unimport,2026-06-02 15:33:55.000,2026-02-18 10:29:08.000,1.3.1,60.0,45.0,51894.0,51894.0,,,,3.0,,,,,,,,,,,,,,,,
+223,mkdocs-print-site-plugin,timvink/mkdocs-print-site-plugin,documentation,"MkDocs Plugin that adds an additional page that combines all pages, allowing easy exports to PDF and standalone HTML.",,https://github.com/timvink/mkdocs-print-site-plugin,17.0,https://github.com/timvink/mkdocs-print-site-plugin,MIT,2020-08-15 12:02:33.000,2026-04-10 06:13:04.000000,28.0,14.0,185.0,18,True,mkdocs-print-site-plugin,,['mkdocs'],22.0,,https://pypi.org/project/mkdocs-print-site-plugin,2025-08-03 14:15:06.000,2025-05-07 07:31:00.000,2.7.3,50.0,22.0,211874.0,211874.0,,,,3.0,,,,,,,,,,,,,,,,
+224,dlint,dlint-py/dlint,security,Dlint is a tool for encouraging best coding practices and helping ensure Python code is secure.,,https://github.com/dlint-py/dlint,16.0,https://github.com/dlint-py/dlint,BSD-3-Clause,2020-01-08 15:53:36.000,2026-01-07 12:21:46.000000,17.0,23.0,179.0,18,True,dlint,conda-forge/dlint,,107.0,,https://pypi.org/project/dlint,2024-10-31 12:39:01.000,2024-10-31 12:39:01.000,0.16.0,19.0,107.0,85894.0,86153.0,https://anaconda.org/conda-forge/dlint,2025-04-22 14:58:04.693,14773.0,3.0,,,,,,,,,,,,,,,,
+225,pandas-vet,deppen8/pandas-vet,linters,A plugin for Flake8 that checks pandas code.,,https://github.com/deppen8/pandas-vet,14.0,https://github.com/deppen8/pandas-vet,MIT,2019-02-25 05:19:51.000,2025-04-22 14:57:04.228000,19.0,13.0,170.0,18,False,pandas-vet,conda-forge/pandas-vet,['flake8'],523.0,486.0,https://pypi.org/project/pandas-vet,2023-08-11 15:09:04.000,2023-08-11 15:09:04.000,2023.8.2,10.0,37.0,47142.0,47660.0,https://anaconda.org/conda-forge/pandas-vet,2025-04-22 14:57:04.228,28006.0,3.0,,,,,,,,,,,,,,,,
+226,flake8-mypy,ambv/flake8-mypy,linters,A plugin for flake8 integrating Mypy.,,https://github.com/ambv/flake8-mypy,8.0,https://github.com/ambv/flake8-mypy,MIT,2017-02-26 02:27:33.000,2020-06-19 16:51:36.000000,17.0,23.0,102.0,18,False,flake8-mypy,,['flake8'],1832.0,1777.0,https://pypi.org/project/flake8-mypy,2017-08-31 23:17:01.000,2017-08-31 23:17:01.000,17.8.0,6.0,55.0,54838.0,54838.0,,,,3.0,,,,,,,,,,,,,,,,
+227,unify,myint/unify,refactoring,Modifies strings to all use the same quote where possible.,,https://github.com/myint/unify,5.0,https://github.com/myint/unify,MIT,2013-03-24 18:02:19.000,2025-04-22 14:57:56.214000,15.0,12.0,94.0,18,False,unify,conda-forge/unify,,1531.0,1460.0,https://pypi.org/project/unify,2019-08-07 13:46:09.000,2013-06-22 15:34:37.000,0.1.5,10.0,71.0,38591.0,38653.0,https://anaconda.org/conda-forge/unify,2025-04-22 14:57:56.214,3894.0,3.0,,,,,,,,,,,,,,,,
+228,pylint-flask,jschaf/pylint-flask,linters,A Pylint plugin to analyze Flask applications.,,https://github.com/jschaf/pylint-flask,9.0,https://github.com/jschaf/pylint-flask,GPL-2.0,2015-06-27 20:11:12.000,2025-04-22 14:56:27.130000,9.0,9.0,64.0,18,False,pylint-flask,conda-forge/pylint-flask,['pylint'],8298.0,8292.0,https://pypi.org/project/pylint-flask,2019-01-30 19:26:02.000,,,5.0,6.0,209063.0,212532.0,https://anaconda.org/conda-forge/pylint-flask,2025-04-22 14:56:27.130,416288.0,3.0,,,,,,,,,,,,,,,,
+229,Profiling,what-studio/profiling,profiling,Was an interactive continuous Python profiler.,,https://github.com/what-studio/profiling,18.0,https://github.com/what-studio/profiling,BSD-3-Clause,2014-09-03 10:35:57.000,2021-12-15 15:24:47.133000,112.0,17.0,2951.0,17,False,profiling,,,82.0,80.0,https://pypi.org/project/profiling,2021-12-15 15:24:47.133,2017-06-28 06:10:16.000,0.1.3,5.0,2.0,887.0,887.0,,,,3.0,,,,,,,,,,,,,,,,
+230,nitpick,andreoliwa/nitpick,linters,Enforce the same settings on multiple projects.,,https://github.com/andreoliwa/nitpick,18.0,https://github.com/andreoliwa/nitpick,MIT,2018-03-23 14:25:24.000,2025-11-30 12:15:09.000000,24.0,48.0,413.0,17,True,nitpick,,['flake8'],26.0,,https://pypi.org/project/nitpick,2025-11-30 12:11:22.000,2025-11-30 12:11:22.000,0.38.1,38.0,26.0,22526.0,22526.0,,,,3.0,,,,,,-3.0,,,,,,,,,,
+231,pycycle,bndr/pycycle,linters,Tool for pinpointing circular imports in Python. Find cyclic imports in any project.,,https://github.com/bndr/pycycle,2.0,https://github.com/bndr/pycycle,MIT,2017-01-28 17:22:00.000,2022-01-15 20:44:01.000000,22.0,21.0,338.0,17,False,pycycle,,,116.0,113.0,https://pypi.org/project/pycycle,2017-02-13 18:07:58.000,2017-02-13 18:07:58.000,0.0.8,8.0,3.0,21286.0,21286.0,,,,3.0,,,,,,,,,,,,,,,,
+232,flakehell,life4/flakehell,linters,"Flake8 wrapper to make it nice, legacy-friendly, configurable.",,https://github.com/life4/flakehell,16.0,https://github.com/life4/flakehell,MIT,2019-08-06 11:37:21.000,2021-01-11 21:35:41.000000,46.0,4.0,227.0,17,False,flakehell,,['flake8'],18.0,,https://pypi.org/project/flakehell,2021-01-11 18:41:10.489,2021-01-11 18:41:10.489,0.9.0,28.0,18.0,15483.0,15483.0,,,,3.0,,,,,,,,,,,,,,,,
+233,com2ann,ilevkivskyi/com2ann,refactoring,Tool for translation type comments to type annotations in Python.,,https://github.com/ilevkivskyi/com2ann,8.0,https://github.com/ilevkivskyi/com2ann,MIT,2016-09-09 07:17:02.000,2025-06-02 23:03:18.000000,13.0,10.0,155.0,17,False,com2ann,,,105.0,103.0,https://pypi.org/project/com2ann,2021-08-21 09:01:26.000,2021-08-21 09:01:26.000,0.3.0,3.0,2.0,28267.0,28267.0,,,,3.0,,,,,,,,,,,,,,,,
+234,pyt,python-security/pyt,security,A Static Analysis Tool for Detecting Security Vulnerabilities in Python Web Applications.,,https://github.com/python-security/pyt,22.0,https://github.com/python-security/pyt,GPL-2.0,2016-10-26 15:34:48.000,2020-12-25 03:47:37.000000,244.0,27.0,2183.0,16,False,python-taint,,,2.0,,https://pypi.org/project/python-taint,2018-11-01 16:02:04.000,2018-04-09 03:32:38.000,0.2.0,15.0,2.0,1424.0,1424.0,,,,3.0,,,,,,,,,,,,,,,,
+235,Birdseye,alexmojaki/birdseye,debugging,Graphical Python debugger which lets you easily view the values of all evaluated expressions.,,https://github.com/alexmojaki/birdseye,10.0,https://github.com/alexmojaki/birdseye,MIT,2017-07-22 18:49:20.000,2025-09-06 15:27:49.000000,73.0,21.0,1689.0,16,True,birdseye,,,9.0,,https://pypi.org/project/birdseye,2025-09-06 15:27:49.000,2025-09-06 15:27:49.000,0.10.0,42.0,9.0,1557.0,1557.0,,,,3.0,,,,,,,,,,,,,,,,
+236,xar,facebookincubator/xar,packaging,executable archive format.,,https://github.com/facebookincubator/xar,44.0,https://github.com/facebookincubator/xar,BSD-3-Clause,2017-06-29 18:15:26.000,2023-12-28 22:35:49.000000,56.0,8.0,1577.0,16,False,xar,,,,,https://pypi.org/project/xar,2020-12-02 20:41:20.000,2020-12-02 20:41:20.000,20.12.2,3.0,,4579.0,4579.0,,,,3.0,,,,,,,,,,,,,,,,
+237,python-hunter,ionelmc/python-hunter,debugging,Hunter is a flexible code tracing toolkit.,,https://github.com/ionelmc/python-hunter,10.0,https://github.com/ionelmc/python-hunter,BSD-2-Clause,2015-03-16 18:03:16.000,2025-11-03 14:44:40.719000,51.0,49.0,872.0,16,True,hunter,conda-forge/hunter,,17.0,,https://pypi.org/project/hunter,2025-08-22 22:11:39.000,2025-08-22 22:11:39.000,3.9.0,56.0,17.0,,3960.0,https://anaconda.org/conda-forge/hunter,2025-11-03 14:44:40.719,241603.0,3.0,,,,,,-3.0,,,,,,,,,,
+238,pyheat,csurfer/pyheat,profiling,pprofile + matplotlib = Python program profiled as an awesome heatmap!.,,https://github.com/csurfer/pyheat,5.0,https://github.com/csurfer/pyheat,MIT,2017-02-04 22:56:02.000,2021-09-18 20:16:24.000000,40.0,5.0,733.0,16,False,py-heat,,,87.0,81.0,https://pypi.org/project/py-heat,2018-12-06 03:59:34.000,2018-12-06 03:59:34.000,0.0.6,6.0,6.0,287.0,287.0,,,,3.0,,,,,,,,,,,,,,,,
+239,tbvaccine,skorokithakis/tbvaccine,logging,A small utility to pretty-print Python tracebacks.,,https://github.com/skorokithakis/tbvaccine,12.0,https://github.com/skorokithakis/tbvaccine,MIT,2016-08-27 17:31:59.000,2018-12-14 18:07:29.000000,12.0,5.0,301.0,16,False,tbvaccine,,,17.0,17.0,https://pypi.org/project/tbvaccine,2018-12-14 18:07:29.000,2018-12-14 18:07:29.000,0.3.1,12.0,,9793.0,9793.0,,,,3.0,,,,,,,,,,,,,,,,
+240,pynt,rags/pynt,build-tools,A pynt of Python build.,,https://github.com/rags/pynt,10.0,https://github.com/rags/pynt,MIT,2012-11-17 13:12:49.000,2025-07-16 13:54:30.000000,19.0,11.0,155.0,16,False,pynt,,,131.0,130.0,https://pypi.org/project/pynt,2018-06-24 06:23:48.000,2018-06-24 06:23:48.000,0.8.2,7.0,1.0,4177.0,4177.0,,,,3.0,,,,,,,,,,,,,,,,
+241,dodgy,landscapeio/dodgy,security,Dodgy: Searches for dodgy looking lines in Python code.,,https://github.com/landscapeio/dodgy,14.0,,MIT,2016-08-11 14:42:36.022,2025-04-22 14:56:26.263000,18.0,,123.0,16,False,dodgy,conda-forge/dodgy,,3244.0,3193.0,https://pypi.org/project/dodgy,2019-12-31 16:44:58.000,2019-12-31 16:44:58.000,0.2.1,10.0,51.0,,1766.0,https://anaconda.org/conda-forge/dodgy,2025-04-22 14:56:26.263,211935.0,3.0,,,,,,-3.0,,,,,,,,,,
+242,autoimport,lyz-code/autoimport,formatters,Autoimport automatically fixes wrong import statements.,,https://github.com/lyz-code/autoimport,18.0,https://github.com/lyz-code/autoimport,GPL-3.0,2020-10-16 22:43:09.000,2024-10-01 16:15:26.000000,24.0,15.0,96.0,16,False,autoimport,,,14.0,,https://pypi.org/project/autoimport,2024-10-01 16:15:26.000,2024-10-01 16:15:26.000,1.6.1,44.0,14.0,69503.0,69503.0,,,,3.0,,,,,,,,,,,,,,,,
+243,pyformat,myint/pyformat,formatters,Formats Python code to follow a consistent style.,,https://github.com/myint/pyformat,3.0,https://github.com/myint/pyformat,Saxpath,2013-03-24 21:45:30.000,2024-01-01 00:20:53.000000,10.0,7.0,94.0,16,False,pyformat,,,1923.0,1915.0,https://pypi.org/project/pyformat,2024-01-01 00:20:50.000,2014-09-07 13:57:37.000,0.5.7,24.0,8.0,4846.0,4846.0,,,,3.0,,,,,,,,,,,,,,,,
+244,mkdocs-versioning,zayd62/mkdocs-versioning,documentation,A tool that allows for versioning sites built with mkdocs.,,https://github.com/zayd62/mkdocs-versioning,5.0,https://github.com/zayd62/mkdocs-versioning,MIT,2019-07-20 18:09:56.000,2021-08-01 15:51:53.000000,5.0,7.0,40.0,16,False,mkdocs-versioning,,['mkdocs'],182.0,182.0,https://pypi.org/project/mkdocs-versioning,2021-02-11 10:24:35.000,2021-02-11 10:24:35.000,0.4.0,6.0,,11260.0,11260.0,,,,3.0,,,,,,,,,,,,,,,,
+245,xxh,xxh/xxh,shell,"Bring your favorite shell wherever you go through the ssh. Xonsh shell, fish, zsh, osquery and so on.",,https://github.com/xxh/xxh,29.0,https://github.com/xxh/xxh,BSD-2-Clause,2019-11-03 12:04:13.000,2025-09-22 12:12:06.000000,116.0,30.0,5790.0,15,True,xxh-xxh,,,,,https://pypi.org/project/xxh-xxh,2024-04-06 23:52:28.000,2024-04-06 23:52:28.000,0.8.14,55.0,,1093.0,1093.0,,,,3.0,,,,,,,,,,,,,,,,
+246,reloadium,reloadware/reloadium,debugging,Hot Reloading and Profiling for Python.,,https://github.com/reloadware/reloadium,3.0,https://github.com/reloadware/reloadium,Apache-2.0,2022-01-15 03:01:41.000,2024-05-24 16:13:26.000000,63.0,35.0,2999.0,15,False,reloadium,,,,,https://pypi.org/project/reloadium,2024-05-22 15:28:18.000,2024-05-22 15:28:18.000,1.5.1,50.0,,1817.0,1817.0,,,,3.0,,,,,,,,,,,,,,,,
+247,fake2db,emirozer/fake2db,testing,create custom test databases that are populated with fake data.,,https://github.com/emirozer/fake2db,18.0,https://github.com/emirozer/fake2db,GPL-2.0,2014-02-18 19:14:28.000,2021-12-15 15:44:45.608000,120.0,7.0,2148.0,15,False,fake2db,,,33.0,33.0,https://pypi.org/project/fake2db,2021-12-15 15:44:45.608,2021-12-15 15:44:45.608,0.1.0,23.0,,216.0,216.0,,,,3.0,,,,,,,,,,,,,,,,
+248,bellybutton,hchasestevens/bellybutton,linters,Custom Python linting through AST expressions.,,https://github.com/hchasestevens/bellybutton,7.0,https://github.com/hchasestevens/bellybutton,MIT,2018-02-17 06:31:44.000,2023-07-27 15:15:12.000000,14.0,11.0,267.0,15,False,bellybutton,,,51.0,50.0,https://pypi.org/project/bellybutton,2023-07-27 15:15:12.000,2023-07-27 15:15:12.000,0.3.2,12.0,1.0,1062.0,1062.0,,,,3.0,,,,,,,,,,,,,,,,
+249,cohesion,mschwager/cohesion,code-metrics,A tool for measuring Python class cohesion.,,https://github.com/mschwager/cohesion,3.0,https://github.com/mschwager/cohesion,GPL-3.0,2016-08-11 21:09:32.000,2025-04-22 14:58:04.676000,6.0,8.0,253.0,15,False,cohesion,conda-forge/cohesion,,13.0,,https://pypi.org/project/cohesion,2024-12-09 15:14:21.000,2024-12-09 15:14:21.000,1.2.0,11.0,13.0,26007.0,26130.0,https://anaconda.org/conda-forge/cohesion,2025-04-22 14:58:04.676,7031.0,3.0,,,,,,,,,,,,,,,,
+250,pip-run,jaraco/pip-run,dependency-managers,pip-run - dynamic dependency loader for Python.,,https://github.com/jaraco/pip-run,25.0,https://github.com/jaraco/pip-run,,2016-01-25 01:59:13.000,2025-05-30 00:58:13.000000,20.0,10.0,138.0,15,False,pip-run,,,98.0,88.0,https://pypi.org/project/pip-run,2025-05-30 00:58:13.000,2025-05-30 00:58:13.000,16.1.0,72.0,10.0,13196.0,13196.0,,,,3.0,,,,,,,,,,,,,,,,
+251,massedit,elmotec/massedit,refactoring,Programmatically edit text files with Python. Useful for source to source transformations.,,https://github.com/elmotec/massedit,9.0,https://github.com/elmotec/massedit,MIT,2012-03-11 16:18:30.000,2025-09-21 21:50:29.000000,14.0,1.0,116.0,15,True,massedit,,,57.0,54.0,https://pypi.org/project/massedit,2025-09-21 21:30:16.000,2025-09-21 21:30:16.000,0.71.0,17.0,3.0,2123.0,2123.0,,,,3.0,,,,,,,,,,,,,,,,
+252,pyenv-virtualenv,pyenv/pyenv-virtualenv,virtual-envs,a pyenv plugin to manage virtualenv (a.k.a. python-virtualenv).,,https://github.com/pyenv/pyenv-virtualenv,70.0,https://github.com/pyenv/pyenv-virtualenv,MIT,2013-02-18 12:59:17.000,2024-09-18 19:08:52.000000,399.0,99.0,6314.0,14,False,,,,24.0,24.0,,,,,,,,,,,,3.0,,,,,,,,,,,,,,,,
+253,vex,sashahart/vex,virtual-envs,Run a command in the named virtualenv.,,https://github.com/sashahart/vex,3.0,https://github.com/sashahart/vex,MIT,2014-05-09 03:20:02.000,2019-05-10 19:21:38.000000,19.0,1.0,351.0,14,False,vex,,,37.0,34.0,https://pypi.org/project/vex,2019-05-10 19:21:38.000,2019-05-10 19:21:38.000,0.0.19,18.0,3.0,282.0,282.0,,,,3.0,,,,,,,,,,,,,,,,
+254,imhotep,justinabrahms/imhotep,linters,A static-analysis bot for Github.,,https://github.com/justinabrahms/imhotep,17.0,https://github.com/justinabrahms/imhotep,MIT,2012-12-17 01:26:32.000,2022-02-20 06:09:25.000000,36.0,20.0,217.0,14,False,imhotep,,,19.0,15.0,https://pypi.org/project/imhotep,2022-02-20 06:09:19.000,2022-02-20 06:09:19.000,2.0.0,10.0,4.0,37.0,37.0,,,,3.0,,,,,,,,,,,,,,,,
+255,pytest-play,pytest-dev/pytest-play,testing,pytest plugin that let you automate actions and assertions with test metrics reporting executing plain YAML files.,,https://github.com/pytest-dev/pytest-play,3.0,https://github.com/pytest-dev/pytest-play,Apache-2.0,2017-12-14 09:08:26.000,2019-08-20 15:57:27.000000,4.0,5.0,73.0,14,False,pytest-play,,['pytest'],10.0,,https://pypi.org/project/pytest-play,2019-06-12 11:59:29.000,2019-06-12 11:59:29.000,2.3.1,23.0,10.0,1507.0,1507.0,,,,3.0,,,,,,,,,,,,,,,,
+256,pyship,jamesabel/pyship,packaging,pyship - ship Python desktop apps to end users.,,https://github.com/jamesabel/pyship,2.0,https://github.com/jamesabel/pyship,MIT,2020-04-23 04:45:03.000,2026-07-19 22:30:31.000000,3.0,4.0,45.0,14,False,pyship,,,13.0,13.0,https://pypi.org/project/pyship,2026-07-19 22:30:31.000,2026-07-19 22:30:31.000,0.7.5,36.0,,395.0,395.0,,,,3.0,,,,,,,,,,,,,,,,
+257,yala,cemsbr/yala,linters,Yet Another Linter Aggregator.,,https://github.com/cemsbr/yala,4.0,https://github.com/cemsbr/yala,MIT,2017-06-02 22:45:50.000,2023-01-30 07:52:09.000000,5.0,1.0,14.0,14,False,yala,,"['flake8', 'pylint']",68.0,58.0,https://pypi.org/project/yala,2021-11-15 05:05:38.000,2023-01-30 07:35:02.100,3.2.0,29.0,10.0,2371.0,2371.0,,,,3.0,,,,,,,,,,,,,,,,
+258,retype,ambv/retype,refactoring,Re-apply type annotations from .pyi stubs to your codebase.,,https://github.com/ambv/retype,9.0,https://github.com/ambv/retype,MIT,2017-03-11 07:54:58.000,2025-04-22 14:56:45.636000,18.0,1.0,142.0,13,False,retype,conda-forge/retype,,4.0,,https://pypi.org/project/retype,2022-08-14 07:10:00.969,2022-08-14 07:10:00.969,22.8.0,12.0,4.0,3383.0,4315.0,https://anaconda.org/conda-forge/retype,2025-04-22 14:56:45.636,65303.0,3.0,,,,,,,,,,,,,,,,
+259,pep8ify,spulec/pep8ify,refactoring,A library that modifies python source code to conform to pep8.,,https://github.com/spulec/pep8ify,6.0,https://github.com/spulec/pep8ify,Apache-2.0,2012-06-03 03:31:33.000,2019-03-08 03:06:14.000000,12.0,7.0,118.0,13,False,pep8ify,,,66.0,66.0,https://pypi.org/project/pep8ify,2014-10-24 20:36:57.000,2014-10-24 20:36:57.000,0.0.13,13.0,,54.0,54.0,,,,3.0,,,,,,,,,,,,,,,,
+260,pyenv-installer,pyenv/pyenv-installer,virtual-envs,This tool is used to install `pyenv` and friends.,,https://github.com/pyenv/pyenv-installer,43.0,https://github.com/pyenv/pyenv-installer,MIT,2013-06-01 03:48:07.000,2024-04-21 19:06:48.000000,423.0,3.0,3900.0,12,False,,,,,,,,,,,,,,,,,3.0,,,,,,,,,,,,,,,,
+261,linty_fresh,lyft/linty_fresh,linters,Surface lint errors during code review.,,https://github.com/lyft/linty_fresh,18.0,https://github.com/lyft/linty_fresh,Apache-2.0,2015-12-19 02:37:26.000,2023-06-23 23:37:25.000000,27.0,9.0,184.0,12,False,linty-fresh,,"['flake8', 'mypy']",,,https://pypi.org/project/linty-fresh,2018-12-12 19:47:05.000,2018-12-12 19:47:05.000,0.7.0,10.0,,70.0,70.0,,,,3.0,,,,,,,,,,,,,,,,
+262,universal-build,ml-tooling/universal-build,build-tools,Universal build utilities for containerized build pipelines.,,https://github.com/ml-tooling/universal-build,5.0,https://github.com/ml-tooling/universal-build,MIT,2020-10-19 14:57:21.000,2022-11-09 08:14:25.000000,8.0,1.0,25.0,12,True,universal-build,,,7.0,,https://pypi.org/project/universal-build,2021-11-16 23:08:45.000,2021-11-16 23:08:45.000,0.6.18,40.0,7.0,113.0,113.0,,,,3.0,,,,,,,,,,,,,,,,
+263,livepython,agermanidis/livepython,profiling,Visually trace Python code in real-time.,,https://github.com/agermanidis/livepython,3.0,https://github.com/agermanidis/livepython,MIT,2017-10-03 00:19:59.000,2019-01-22 17:39:55.000000,169.0,11.0,2566.0,11,False,,,,,,,,,,,,,,,,,3.0,,,,,,,,,,,,,,,,
+264,dh-virtualenv,spotify/dh-virtualenv,virtual-envs,Python virtualenvs in Debian packages.,,https://github.com/spotify/dh-virtualenv,61.0,https://github.com/spotify/dh-virtualenv,GPL-2.0,2013-10-09 19:03:43.000,2024-04-27 01:41:37.000000,185.0,40.0,1625.0,11,False,,,,,,,,,,,,,,,,,3.0,,,,,,,,,,,,,,,,
+265,freshenv,raiyanyahya/freshenv,virtual-envs,"Provision, share, manage local and cloud developer environments.",,https://github.com/raiyanyahya/freshenv,3.0,https://github.com/raiyanyahya/freshenv,MPL-2.0,2021-12-19 21:38:32.000,2023-02-03 19:03:46.000000,3.0,2.0,154.0,11,False,freshenv,raiyanyahya/freshenv,,2.0,2.0,https://pypi.org/project/freshenv,2022-11-06 21:28:09.190,2022-11-06 21:28:09.190,3.0.2,43.0,,66.0,66.0,https://anaconda.org/raiyanyahya/freshenv,,,3.0,,,,,,,,,,,,,,,,
+266,pipenv-pipes,gtalarico/pipenv-pipes,virtual-envs,A PipEnv Environment Switcher.,,https://github.com/gtalarico/pipenv-pipes,5.0,https://github.com/gtalarico/pipenv-pipes,MIT,2018-05-02 03:56:41.000,2019-06-27 03:42:49.000000,11.0,7.0,126.0,10,False,pipenv-pipes,,,,,https://pypi.org/project/pipenv-pipes,2018-11-08 03:05:43.000,2018-11-08 03:05:43.000,0.7.1,25.0,,81.0,81.0,,,,3.0,,,,,,,,,,,,,,,,
+267,subpar,google/subpar,packaging,Subpar is a utility for creating self-contained python executables. It is designed to work well with Bazel.,,https://github.com/google/subpar,16.0,https://github.com/google/subpar,Apache-2.0,2016-08-03 20:11:35.000,2022-12-27 14:53:53.000000,71.0,44.0,568.0,9,False,,,,,,,,,,,,,,,,,3.0,,,,,,,,,,,,,,,,
diff --git a/latest-changes.md b/latest-changes.md
index 6239aa5..9439c4a 100644
--- a/latest-changes.md
+++ b/latest-changes.md
@@ -2,17 +2,19 @@
_Projects that have a higher project-quality score compared to the last update. There might be a variety of reasons, such as increased downloads or code activity._
-- python-json-logger (π₯29 Β· β 1.8K Β· π) - Json Formatter for the standard python logger. BSD-2
-- massedit (π₯15 Β· β 120 Β· π€) - Programmatically edit text files with Python. Useful for source to.. MIT
-- pyship (π₯14 Β· β 45 Β· π) - pyship - ship Python desktop apps to end users. MIT
+- twine (π₯32 Β· β 1.8K Β· π) - Utilities for interacting with PyPI. Apache-2
+- packaging (π₯32 Β· β 750 Β· π) - Core utilities for Python packages. βUnlicensed
+- setuptools_scm (π₯30 Β· β 950 Β· π) - the blessed package to manage your versions by scm tags. MIT
+- pyinstrument (π₯29 Β· β 8K Β· π) - Call stack profiler for Python. Shows you why your code is.. BSD-3
+- flit (π₯29 Β· β 2.3K Β· π) - Simplified packaging of Python modules. BSD-3
## π Trending Down
_Projects that have a lower project-quality score compared to the last update. There might be a variety of reasons such as decreased downloads or code activity._
-- pytest (π₯39 Β· β 14K Β· π) - The pytest framework makes it easy to write small tests, yet.. MIT MIT
-- ruff (π₯35 Β· β 49K Β· π) - An extremely fast Python linter and code formatter, written in Rust. MIT
-- conda (π₯30 Β· β 7.4K Β· π) - A system-level, binary package and environment manager running on all.. BSD-3
-- sqlmap (π₯25 Β· β 38K Β· π) - Automatic SQL injection and database takeover tool. βοΈGPL-3.0
+- bandit (π₯30 Β· β 8.1K Β· π) - Bandit is a tool designed to find common security issues in.. Apache-2
+- mypy-protobuf (π₯21 Β· β 710 Β· π) - Generate mypy stub files from protobuf specs. Apache-2
+- nitpick (π₯17 Β· β 410 Β· π€) - Enforce the same settings on multiple projects. MIT BSD-2
+- dodgy (π₯16 Β· β 120 Β· π) - Dodgy: Searches for dodgy looking lines in Python code. MIT