| Package | Version |
|---|---|
| pooch | 1.8.2 (v1.8.2) |
| scanpy | 1.11.4 |
| Component | Info |
| Python | 3.13.7 (main, Aug 15 2025, 12:34:02) [GCC 15.2.1 20250813] |
| OS | Linux-6.16.8-zen1-1-zen-x86_64-with-glibc2.42 |
| CPU | 16 logical CPU cores |
| GPU | No GPU found |
| Updated | 2025-09-22 08:42 |
| Dependency | Version |
|---|---|
| toolz | 1.0.0 |
| cloudpickle | 3.1.1 |
| Jinja2 | 3.1.6 |
| sphinxcontrib-applehelp | 2.0.0 |
| pyparsing | 3.2.5 |
| debugpy | 1.8.17 |
| ipython | 9.5.0 |
| sphinxcontrib-htmlhelp | 2.1.0 |
| parso | 0.8.5 |
| legacy-api-wrap | 1.4.1 |
| decorator | 5.2.1 |
| Pygments | 2.19.2 |
| matplotlib | 3.10.6 |
| cycler | 0.12.1 |
| pytz | 2025.2 |
| numpy | 2.3.3 |
| platformdirs | 4.4.0 |
| comm | 0.2.3 |
| jedi | 0.19.2 |
| PyYAML | 6.0.2 |
| python-dateutil | 2.9.0.post0 |
| sphinxcontrib-jsmath | 1.0.1 |
| six | 1.17.0 |
| llvmlite | 0.45.0 |
| numba | 0.62.0 |
| threadpoolctl | 3.6.0 |
| joblib | 1.5.2 |
| scipy | 1.16.2 |
| ipykernel | 6.30.1 |
| dask | 2025.9.1 |
| stack-data | 0.6.3 |
| MarkupSafe | 3.0.2 |
| jupyter_core | 5.8.1 |
| natsort | 8.4.0 |
| texttable | 1.7.0 |
| h5py | 3.14.0 |
| pyzmq | 27.1.0 |
| tblib | 3.1.0 |
| sphinxcontrib-devhelp | 2.0.0 |
| pandas | 2.3.2 |
| traitlets | 5.14.3 |
| packaging | 25.0 |
| anndata | 0.11.3 |
| tornado | 6.5.2 |
| pure_eval | 0.2.3 |
| sphinxcontrib-serializinghtml | 2.0.0 |
| sphinxcontrib-qthelp | 2.0.0 |
| asttokens | 3.0.0 |
| kiwisolver | 1.4.9 |
| tqdm | 4.67.1 |
| executing | 2.2.1 |
| psutil | 7.1.0 |
| pillow | 11.3.0 |
| charset-normalizer | 3.4.3 |
| wcwidth | 0.2.13 |
| igraph | 0.11.9 |
| scikit-learn | 1.7.2 |
| session-info2 | 0.2.2 |
| prompt_toolkit | 3.0.52 |
| leidenalg | 0.10.2 |
| jupyter_client | 8.6.3 |
| Package | Version |\n", + "| ------- | -------------- |\n", + "| pooch | 1.8.2 (v1.8.2) |\n", + "| scanpy | 1.11.4 |\n", + "\n", + "| Dependency | Version |\n", + "| ----------------------------- | ----------- |\n", + "| toolz | 1.0.0 |\n", + "| cloudpickle | 3.1.1 |\n", + "| Jinja2 | 3.1.6 |\n", + "| sphinxcontrib-applehelp | 2.0.0 |\n", + "| pyparsing | 3.2.5 |\n", + "| debugpy | 1.8.17 |\n", + "| ipython | 9.5.0 |\n", + "| sphinxcontrib-htmlhelp | 2.1.0 |\n", + "| parso | 0.8.5 |\n", + "| legacy-api-wrap | 1.4.1 |\n", + "| decorator | 5.2.1 |\n", + "| Pygments | 2.19.2 |\n", + "| matplotlib | 3.10.6 |\n", + "| cycler | 0.12.1 |\n", + "| pytz | 2025.2 |\n", + "| numpy | 2.3.3 |\n", + "| platformdirs | 4.4.0 |\n", + "| comm | 0.2.3 |\n", + "| jedi | 0.19.2 |\n", + "| PyYAML | 6.0.2 |\n", + "| python-dateutil | 2.9.0.post0 |\n", + "| sphinxcontrib-jsmath | 1.0.1 |\n", + "| six | 1.17.0 |\n", + "| llvmlite | 0.45.0 |\n", + "| numba | 0.62.0 |\n", + "| threadpoolctl | 3.6.0 |\n", + "| joblib | 1.5.2 |\n", + "| scipy | 1.16.2 |\n", + "| ipykernel | 6.30.1 |\n", + "| dask | 2025.9.1 |\n", + "| stack-data | 0.6.3 |\n", + "| MarkupSafe | 3.0.2 |\n", + "| jupyter_core | 5.8.1 |\n", + "| natsort | 8.4.0 |\n", + "| texttable | 1.7.0 |\n", + "| h5py | 3.14.0 |\n", + "| pyzmq | 27.1.0 |\n", + "| tblib | 3.1.0 |\n", + "| sphinxcontrib-devhelp | 2.0.0 |\n", + "| pandas | 2.3.2 |\n", + "| traitlets | 5.14.3 |\n", + "| packaging | 25.0 |\n", + "| anndata | 0.11.3 |\n", + "| tornado | 6.5.2 |\n", + "| pure_eval | 0.2.3 |\n", + "| sphinxcontrib-serializinghtml | 2.0.0 |\n", + "| sphinxcontrib-qthelp | 2.0.0 |\n", + "| asttokens | 3.0.0 |\n", + "| kiwisolver | 1.4.9 |\n", + "| tqdm | 4.67.1 |\n", + "| executing | 2.2.1 |\n", + "| psutil | 7.1.0 |\n", + "| pillow | 11.3.0 |\n", + "| charset-normalizer | 3.4.3 |\n", + "| wcwidth | 0.2.13 |\n", + "| igraph | 0.11.9 |\n", + "| scikit-learn | 1.7.2 |\n", + "| session-info2 | 0.2.2 |\n", + "| prompt_toolkit | 3.0.52 |\n", + "| leidenalg | 0.10.2 |\n", + "| jupyter_client | 8.6.3 |\n", + "\n", + "| Component | Info |\n", + "| --------- | ---------------------------------------------------------- |\n", + "| Python | 3.13.7 (main, Aug 15 2025, 12:34:02) [GCC 15.2.1 20250813] |\n", + "| OS | Linux-6.16.8-zen1-1-zen-x86_64-with-glibc2.42 |\n", + "| CPU | 16 logical CPU cores |\n", + "| GPU | No GPU found |\n", + "| Updated | 2025-09-22 08:42 |\n", + "
| Dependency | Version |
|---|---|
| toolz | 1.0.0 |
| cloudpickle | 3.1.1 |
| Jinja2 | 3.1.6 |
| sphinxcontrib-applehelp | 2.0.0 |
| pyparsing | 3.2.5 |
| debugpy | 1.8.17 |
| ipython | 9.5.0 |
| sphinxcontrib-htmlhelp | 2.1.0 |
| parso | 0.8.5 |
| legacy-api-wrap | 1.4.1 |
| decorator | 5.2.1 |
| Pygments | 2.19.2 |
| matplotlib | 3.10.6 |
| cycler | 0.12.1 |
| pytz | 2025.2 |
| numpy | 2.3.3 |
| platformdirs | 4.4.0 |
| comm | 0.2.3 |
| jedi | 0.19.2 |
| PyYAML | 6.0.2 |
| python-dateutil | 2.9.0.post0 |
| sphinxcontrib-jsmath | 1.0.1 |
| six | 1.17.0 |
| llvmlite | 0.45.0 |
| numba | 0.62.0 |
| threadpoolctl | 3.6.0 |
| joblib | 1.5.2 |
| scipy | 1.16.2 |
| ipykernel | 6.30.1 |
| dask | 2025.9.1 |
| stack-data | 0.6.3 |
| MarkupSafe | 3.0.2 |
| jupyter_core | 5.8.1 |
| natsort | 8.4.0 |
| texttable | 1.7.0 |
| h5py | 3.14.0 |
| pyzmq | 27.1.0 |
| tblib | 3.1.0 |
| sphinxcontrib-devhelp | 2.0.0 |
| pandas | 2.3.2 |
| traitlets | 5.14.3 |
| packaging | 25.0 |
| anndata | 0.11.3 |
| tornado | 6.5.2 |
| pure_eval | 0.2.3 |
| sphinxcontrib-serializinghtml | 2.0.0 |
| sphinxcontrib-qthelp | 2.0.0 |
| asttokens | 3.0.0 |
| kiwisolver | 1.4.9 |
| tqdm | 4.67.1 |
| executing | 2.2.1 |
| psutil | 7.1.0 |
| pillow | 11.3.0 |
| charset-normalizer | 3.4.3 |
| wcwidth | 0.2.13 |
| igraph | 0.11.9 |
| scikit-learn | 1.7.2 |
| session-info2 | 0.2.2 |
| prompt_toolkit | 3.0.52 |
| leidenalg | 0.10.2 |
| jupyter_client | 8.6.3 |
| Package | Version |
|---|---|
| pooch | 1.8.2 (v1.8.2) |
| scanpy | 1.11.4 |
| Component | Info |
| Python | 3.13.7 (main, Aug 15 2025, 12:34:02) [GCC 15.2.1 20250813] |
| OS | Linux-6.16.8-zen1-1-zen-x86_64-with-glibc2.42 |
| CPU | 16 logical CPU cores |
| GPU | No GPU found |
| Updated | 2025-09-22 08:42 |
\n", + "-----\n", + "anndata 0.10.6\n", + "marsilea 0.3.5\n", + "matplotlib 3.8.3\n", + "numpy 1.26.4\n", + "pandas 2.2.0\n", + "scanpy 1.10.1\n", + "session_info 1.0.0\n", + "-----\n", + "\n", + "
\n", + "PIL 10.2.0\n", + "anyio NA\n", + "appnope 0.1.3\n", + "arrow 1.3.0\n", + "asttokens NA\n", + "attr 23.2.0\n", + "attrs 23.2.0\n", + "babel 2.14.0\n", + "certifi 2024.02.02\n", + "cffi 1.16.0\n", + "charset_normalizer 3.3.2\n", + "colorama 0.4.6\n", + "comm 0.2.1\n", + "cycler 0.12.1\n", + "cython_runtime NA\n", + "dateutil 2.8.2\n", + "debugpy 1.8.0\n", + "decorator 5.1.1\n", + "defusedxml 0.7.1\n", + "exceptiongroup 1.2.0\n", + "executing 2.0.1\n", + "fastjsonschema NA\n", + "fqdn NA\n", + "h5py 3.10.0\n", + "idna 3.6\n", + "ipykernel 6.29.0\n", + "isoduration NA\n", + "jedi 0.19.1\n", + "jinja2 3.1.3\n", + "joblib 1.3.2\n", + "json5 NA\n", + "jsonpointer 2.4\n", + "jsonschema 4.21.1\n", + "jsonschema_specifications NA\n", + "jupyter_events 0.9.0\n", + "jupyter_server 2.12.5\n", + "jupyterlab_server 2.25.2\n", + "kiwisolver 1.4.5\n", + "legacy_api_wrap NA\n", + "legendkit 0.3.4\n", + "llvmlite 0.42.0\n", + "markupsafe 2.1.5\n", + "matplotlib_inline 0.1.6\n", + "mpl_toolkits NA\n", + "natsort 8.4.0\n", + "nbformat 5.9.2\n", + "numba 0.59.1\n", + "overrides NA\n", + "packaging 23.2\n", + "parso 0.8.3\n", + "patsy 0.5.6\n", + "pexpect 4.9.0\n", + "platformdirs 4.1.0\n", + "prometheus_client NA\n", + "prompt_toolkit 3.0.43\n", + "psutil 5.9.8\n", + "ptyprocess 0.7.0\n", + "pure_eval 0.2.2\n", + "pyarrow 15.0.0\n", + "pydev_ipython NA\n", + "pydevconsole NA\n", + "pydevd 2.9.5\n", + "pydevd_file_utils NA\n", + "pydevd_plugins NA\n", + "pydevd_tracing NA\n", + "pygments 2.17.2\n", + "pyparsing 3.1.1\n", + "pythonjsonlogger NA\n", + "pytz 2023.3.post1\n", + "referencing NA\n", + "requests 2.31.0\n", + "rfc3339_validator 0.1.4\n", + "rfc3986_validator 0.1.1\n", + "rpds NA\n", + "scipy 1.12.0\n", + "seaborn 0.13.2\n", + "send2trash NA\n", + "six 1.16.0\n", + "sklearn 1.4.0\n", + "sniffio 1.3.0\n", + "sphinxcontrib NA\n", + "stack_data 0.6.3\n", + "statsmodels 0.14.1\n", + "threadpoolctl 3.2.0\n", + "tornado 6.4\n", + "traitlets 5.14.1\n", + "typing_extensions NA\n", + "uri_template NA\n", + "urllib3 2.1.0\n", + "wcwidth 0.2.13\n", + "webcolors 1.13\n", + "websocket 1.7.0\n", + "yaml 6.0.1\n", + "zmq 25.1.2\n", + "\n", + "
\n", + "-----\n", + "IPython 8.20.0\n", + "jupyter_client 8.6.0\n", + "jupyter_core 5.7.1\n", + "jupyterlab 4.0.11\n", + "-----\n", + "Python 3.10.0 | packaged by conda-forge | (default, Nov 20 2021, 02:27:15) [Clang 11.1.0 ]\n", + "macOS-14.2.1-arm64-arm-64bit\n", + "-----\n", + "Session information updated at 2024-04-19 15:23\n", + "\n", + "
| Package | Version |
|---|---|
| pandas | 2.3.1 |
| scanpy | 1.12.0.dev103+g623de116 |
| matplotlib | 3.10.3 |
| Component | Info |
| Python | 3.13.5 (main, Jun 21 2025, 09:35:00) [GCC 15.1.1 20250425] |
| OS | Linux-6.15.8-zen1-1-zen-x86_64-with-glibc2.41 |
| CPU | 16 logical CPU cores |
| GPU | No GPU found |
| Updated | 2025-07-30 13:03 |
| Dependency | Version |
|---|---|
| comm | 0.2.3 |
| psutil | 7.0.0 |
| typing_extensions | 4.14.1 |
| anndata | 0.12.1 |
| stack-data | 0.6.3 |
| wcwidth | 0.2.13 |
| debugpy | 1.8.15 |
| cycler | 0.12.1 |
| PyYAML | 6.0.2 |
| legacy-api-wrap | 1.4.1 |
| threadpoolctl | 3.6.0 |
| pyzmq | 27.0.0 |
| ipykernel | 6.30.0 |
| fast-array-utils | 1.2.1 |
| traitlets | 5.14.3 |
| zarr | 3.1.0 |
| numpy | 2.2.6 |
| pytz | 2025.2 |
| sphinxcontrib-applehelp | 2.0.0 |
| tornado | 6.5.1 |
| joblib | 1.5.1 |
| Pygments | 2.19.2 |
| decorator | 5.2.1 |
| h5py | 3.14.0 |
| ipywidgets | 8.1.7 |
| donfig | 0.8.1.post1 |
| crc32c | 2.7.1 |
| numba | 0.61.2 |
| jupyter_client | 8.6.3 |
| sphinxcontrib-htmlhelp | 2.1.0 |
| scipy | 1.15.3 |
| sphinxcontrib-serializinghtml | 2.0.0 |
| executing | 2.2.0 |
| ipython | 9.4.0 |
| pillow | 11.3.0 |
| kiwisolver | 1.4.8 |
| sphinxcontrib-jsmath | 1.0.1 |
| numcodecs | 0.16.1 |
| sphinxcontrib-qthelp | 2.0.0 |
| charset-normalizer | 3.4.2 |
| jedi | 0.19.2 |
| sphinxcontrib-devhelp | 2.0.0 |
| llvmlite | 0.44.0 |
| matplotlib-inline | 0.1.7 |
| asttokens | 3.0.0 |
| pyparsing | 3.2.3 |
| platformdirs | 4.3.8 |
| six | 1.17.0 |
| jupyter_core | 5.8.1 |
| prompt_toolkit | 3.0.51 |
| python-dateutil | 2.9.0.post0 |
| session-info2 | 0.2 |
| packaging | 25.0 |
| parso | 0.8.4 |
| natsort | 8.4.0 |
| scikit-learn | 1.7.1 |
| pure_eval | 0.2.3 |
| Package | Version |\n", + "| ---------- | ----------------------- |\n", + "| pandas | 2.3.1 |\n", + "| scanpy | 1.12.0.dev103+g623de116 |\n", + "| matplotlib | 3.10.3 |\n", + "\n", + "| Dependency | Version |\n", + "| ----------------------------- | ----------- |\n", + "| comm | 0.2.3 |\n", + "| psutil | 7.0.0 |\n", + "| typing_extensions | 4.14.1 |\n", + "| anndata | 0.12.1 |\n", + "| stack-data | 0.6.3 |\n", + "| wcwidth | 0.2.13 |\n", + "| debugpy | 1.8.15 |\n", + "| cycler | 0.12.1 |\n", + "| PyYAML | 6.0.2 |\n", + "| legacy-api-wrap | 1.4.1 |\n", + "| threadpoolctl | 3.6.0 |\n", + "| pyzmq | 27.0.0 |\n", + "| ipykernel | 6.30.0 |\n", + "| fast-array-utils | 1.2.1 |\n", + "| traitlets | 5.14.3 |\n", + "| zarr | 3.1.0 |\n", + "| numpy | 2.2.6 |\n", + "| pytz | 2025.2 |\n", + "| sphinxcontrib-applehelp | 2.0.0 |\n", + "| tornado | 6.5.1 |\n", + "| joblib | 1.5.1 |\n", + "| Pygments | 2.19.2 |\n", + "| decorator | 5.2.1 |\n", + "| h5py | 3.14.0 |\n", + "| ipywidgets | 8.1.7 |\n", + "| donfig | 0.8.1.post1 |\n", + "| crc32c | 2.7.1 |\n", + "| numba | 0.61.2 |\n", + "| jupyter_client | 8.6.3 |\n", + "| sphinxcontrib-htmlhelp | 2.1.0 |\n", + "| scipy | 1.15.3 |\n", + "| sphinxcontrib-serializinghtml | 2.0.0 |\n", + "| executing | 2.2.0 |\n", + "| ipython | 9.4.0 |\n", + "| pillow | 11.3.0 |\n", + "| kiwisolver | 1.4.8 |\n", + "| sphinxcontrib-jsmath | 1.0.1 |\n", + "| numcodecs | 0.16.1 |\n", + "| sphinxcontrib-qthelp | 2.0.0 |\n", + "| charset-normalizer | 3.4.2 |\n", + "| jedi | 0.19.2 |\n", + "| sphinxcontrib-devhelp | 2.0.0 |\n", + "| llvmlite | 0.44.0 |\n", + "| matplotlib-inline | 0.1.7 |\n", + "| asttokens | 3.0.0 |\n", + "| pyparsing | 3.2.3 |\n", + "| platformdirs | 4.3.8 |\n", + "| six | 1.17.0 |\n", + "| jupyter_core | 5.8.1 |\n", + "| prompt_toolkit | 3.0.51 |\n", + "| python-dateutil | 2.9.0.post0 |\n", + "| session-info2 | 0.2 |\n", + "| packaging | 25.0 |\n", + "| parso | 0.8.4 |\n", + "| natsort | 8.4.0 |\n", + "| scikit-learn | 1.7.1 |\n", + "| pure_eval | 0.2.3 |\n", + "\n", + "| Component | Info |\n", + "| --------- | ---------------------------------------------------------- |\n", + "| Python | 3.13.5 (main, Jun 21 2025, 09:35:00) [GCC 15.1.1 20250425] |\n", + "| OS | Linux-6.15.8-zen1-1-zen-x86_64-with-glibc2.41 |\n", + "| CPU | 16 logical CPU cores |\n", + "| GPU | No GPU found |\n", + "| Updated | 2025-07-30 13:03 |\n", + "
| \n", + " | 0 | \n", + "1 | \n", + "2 | \n", + "3 | \n", + "4 | \n", + "5 | \n", + "6 | \n", + "7 | \n", + "
|---|---|---|---|---|---|---|---|---|
| 0 | \n", + "LTB | \n", + "CD74 | \n", + "LYZ | \n", + "NKG7 | \n", + "CCL5 | \n", + "LST1 | \n", + "HLA-DPA1 | \n", + "PF4 | \n", + "
| 1 | \n", + "IL32 | \n", + "CD79A | \n", + "S100A9 | \n", + "GNLY | \n", + "NKG7 | \n", + "FCER1G | \n", + "HLA-DPB1 | \n", + "SDPR | \n", + "
| 2 | \n", + "IL7R | \n", + "HLA-DRA | \n", + "S100A8 | \n", + "GZMB | \n", + "CST7 | \n", + "AIF1 | \n", + "HLA-DRB1 | \n", + "GNG11 | \n", + "
| 3 | \n", + "MALAT1 | \n", + "CD79B | \n", + "TYROBP | \n", + "CTSW | \n", + "GZMA | \n", + "FCGR3A | \n", + "HLA-DRA | \n", + "PPBP | \n", + "
| 4 | \n", + "CD2 | \n", + "HLA-DPB1 | \n", + "FTL | \n", + "PRF1 | \n", + "B2M | \n", + "COTL1 | \n", + "CD74 | \n", + "NRGN | \n", + "
| \n", + " | 0_n | \n", + "0_p | \n", + "1_n | \n", + "1_p | \n", + "2_n | \n", + "2_p | \n", + "3_n | \n", + "3_p | \n", + "4_n | \n", + "4_p | \n", + "5_n | \n", + "5_p | \n", + "6_n | \n", + "6_p | \n", + "7_n | \n", + "7_p | \n", + "
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | \n", + "LTB | \n", + "4.523933e-135 | \n", + "CD74 | \n", + "1.972305e-184 | \n", + "LYZ | \n", + "5.016654e-251 | \n", + "NKG7 | \n", + "4.220384e-90 | \n", + "CCL5 | \n", + "1.857211e-132 | \n", + "LST1 | \n", + "1.472603e-91 | \n", + "HLA-DPA1 | \n", + "9.083160e-19 | \n", + "PF4 | \n", + "4.722886e-10 | \n", + "
| 1 | \n", + "IL32 | \n", + "1.391499e-112 | \n", + "CD79A | \n", + "1.882747e-169 | \n", + "S100A9 | \n", + "1.126831e-248 | \n", + "GNLY | \n", + "9.274173e-87 | \n", + "NKG7 | \n", + "6.167738e-112 | \n", + "FCER1G | \n", + "4.577206e-87 | \n", + "HLA-DPB1 | \n", + "1.012875e-17 | \n", + "SDPR | \n", + "4.733899e-10 | \n", + "
| 2 | \n", + "IL7R | \n", + "2.756677e-110 | \n", + "HLA-DRA | \n", + "2.840744e-168 | \n", + "S100A8 | \n", + "6.457752e-238 | \n", + "GZMB | \n", + "1.164234e-85 | \n", + "CST7 | \n", + "2.245444e-88 | \n", + "AIF1 | \n", + "2.463548e-85 | \n", + "HLA-DRB1 | \n", + "3.140833e-17 | \n", + "GNG11 | \n", + "4.733899e-10 | \n", + "
| 3 | \n", + "MALAT1 | \n", + "4.433395e-88 | \n", + "CD79B | \n", + "1.868216e-154 | \n", + "TYROBP | \n", + "1.259221e-223 | \n", + "CTSW | \n", + "5.115917e-81 | \n", + "GZMA | \n", + "6.896869e-83 | \n", + "FCGR3A | \n", + "2.609486e-84 | \n", + "HLA-DRA | \n", + "6.528837e-17 | \n", + "PPBP | \n", + "4.744938e-10 | \n", + "
| 4 | \n", + "CD2 | \n", + "4.504927e-54 | \n", + "HLA-DPB1 | \n", + "3.333386e-148 | \n", + "FTL | \n", + "1.887168e-213 | \n", + "PRF1 | \n", + "3.618719e-79 | \n", + "B2M | \n", + "3.705110e-82 | \n", + "COTL1 | \n", + "3.772454e-84 | \n", + "CD74 | \n", + "1.090345e-16 | \n", + "NRGN | \n", + "4.800511e-10 | \n", + "
| \n", + " | names | \n", + "scores | \n", + "logfoldchanges | \n", + "pvals | \n", + "pvals_adj | \n", + "
|---|---|---|---|---|---|
| 0 | \n", + "NKG7 | \n", + "35.376785 | \n", + "6.544684 | \n", + "3.885326e-274 | \n", + "9.102153e-270 | \n", + "
| 1 | \n", + "KLRD1 | \n", + "33.815022 | \n", + "5.840619 | \n", + "1.186288e-250 | \n", + "1.389558e-246 | \n", + "
| 2 | \n", + "GNLY | \n", + "33.775005 | \n", + "7.383827 | \n", + "4.592379e-250 | \n", + "3.586189e-246 | \n", + "
| 3 | \n", + "CST7 | \n", + "33.003643 | \n", + "5.238780 | \n", + "7.201598e-239 | \n", + "4.217796e-235 | \n", + "
| 4 | \n", + "PRF1 | \n", + "32.752277 | \n", + "5.397196 | \n", + "2.817787e-235 | \n", + "1.320246e-231 | \n", + "
| \n", + " | count | \n", + "
|---|---|
| celltype | \n", + "\n", + " |
| alpha | \n", + "4214 | \n", + "
| beta | \n", + "3354 | \n", + "
| ductal | \n", + "1804 | \n", + "
| acinar | \n", + "1368 | \n", + "
| not applicable | \n", + "1154 | \n", + "
| delta | \n", + "917 | \n", + "
| gamma | \n", + "571 | \n", + "
| endothelial | \n", + "289 | \n", + "
| activated_stellate | \n", + "284 | \n", + "
| dropped | \n", + "178 | \n", + "
| quiescent_stellate | \n", + "173 | \n", + "
| mesenchymal | \n", + "80 | \n", + "
| macrophage | \n", + "55 | \n", + "
| PSC | \n", + "54 | \n", + "
| unclassified endocrine | \n", + "41 | \n", + "
| co-expression | \n", + "39 | \n", + "
| mast | \n", + "32 | \n", + "
| epsilon | \n", + "28 | \n", + "
| mesenchyme | \n", + "27 | \n", + "
| schwann | \n", + "13 | \n", + "
| t_cell | \n", + "7 | \n", + "
| MHC class II | \n", + "5 | \n", + "
| unclear | \n", + "4 | \n", + "
| unclassified | \n", + "2 | \n", + "
| celltype_orig | \n", + "alpha | \n", + "beta | \n", + "ductal | \n", + "acinar | \n", + "delta | \n", + "gamma | \n", + "endothelial | \n", + "
|---|---|---|---|---|---|---|---|
| celltype | \n", + "\n", + " | \n", + " | \n", + " | \n", + " | \n", + " | \n", + " | \n", + " |
| alpha | \n", + "1814 | \n", + "3 | \n", + "16 | \n", + "1 | \n", + "1 | \n", + "20 | \n", + "0 | \n", + "
| beta | \n", + "53 | \n", + "805 | \n", + "6 | \n", + "1 | \n", + "11 | \n", + "35 | \n", + "0 | \n", + "
| ductal | \n", + "7 | \n", + "5 | \n", + "681 | \n", + "241 | \n", + "0 | \n", + "0 | \n", + "0 | \n", + "
| acinar | \n", + "2 | \n", + "3 | \n", + "3 | \n", + "165 | \n", + "0 | \n", + "3 | \n", + "0 | \n", + "
| delta | \n", + "6 | \n", + "3 | \n", + "2 | \n", + "0 | \n", + "304 | \n", + "71 | \n", + "0 | \n", + "
| gamma | \n", + "1 | \n", + "5 | \n", + "0 | \n", + "1 | \n", + "0 | \n", + "187 | \n", + "0 | \n", + "
| endothelial | \n", + "2 | \n", + "0 | \n", + "0 | \n", + "0 | \n", + "0 | \n", + "0 | \n", + "36 | \n", + "
| celltype_orig | \n", + "PSC | \n", + "acinar | \n", + "alpha | \n", + "beta | \n", + "co-expression | \n", + "delta | \n", + "dropped | \n", + "ductal | \n", + "endothelial | \n", + "epsilon | \n", + "gamma | \n", + "mast | \n", + "mesenchymal | \n", + "mesenchyme | \n", + "not applicable | \n", + "unclassified endocrine | \n", + "
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| celltype | \n", + "\n", + " | \n", + " | \n", + " | \n", + " | \n", + " | \n", + " | \n", + " | \n", + " | \n", + " | \n", + " | \n", + " | \n", + " | \n", + " | \n", + " | \n", + " | \n", + " |
| alpha | \n", + "0 | \n", + "1 | \n", + "1814 | \n", + "3 | \n", + "2 | \n", + "1 | \n", + "40 | \n", + "16 | \n", + "0 | \n", + "3 | \n", + "20 | \n", + "7 | \n", + "0 | \n", + "0 | \n", + "312 | \n", + "10 | \n", + "
| beta | \n", + "1 | \n", + "1 | \n", + "53 | \n", + "805 | \n", + "37 | \n", + "11 | \n", + "41 | \n", + "6 | \n", + "0 | \n", + "0 | \n", + "35 | \n", + "0 | \n", + "0 | \n", + "1 | \n", + "522 | \n", + "24 | \n", + "
| ductal | \n", + "0 | \n", + "241 | \n", + "7 | \n", + "5 | \n", + "0 | \n", + "0 | \n", + "37 | \n", + "681 | \n", + "0 | \n", + "0 | \n", + "0 | \n", + "0 | \n", + "2 | \n", + "0 | \n", + "94 | \n", + "0 | \n", + "
| acinar | \n", + "0 | \n", + "165 | \n", + "2 | \n", + "3 | \n", + "0 | \n", + "0 | \n", + "23 | \n", + "3 | \n", + "0 | \n", + "0 | \n", + "3 | \n", + "0 | \n", + "0 | \n", + "0 | \n", + "90 | \n", + "0 | \n", + "
| delta | \n", + "0 | \n", + "0 | \n", + "6 | \n", + "3 | \n", + "0 | \n", + "304 | \n", + "13 | \n", + "2 | \n", + "0 | \n", + "6 | \n", + "71 | \n", + "0 | \n", + "0 | \n", + "0 | \n", + "95 | \n", + "7 | \n", + "
| gamma | \n", + "0 | \n", + "1 | \n", + "1 | \n", + "5 | \n", + "0 | \n", + "0 | \n", + "2 | \n", + "0 | \n", + "0 | \n", + "1 | \n", + "187 | \n", + "0 | \n", + "0 | \n", + "0 | \n", + "15 | \n", + "0 | \n", + "
| endothelial | \n", + "1 | \n", + "0 | \n", + "2 | \n", + "0 | \n", + "0 | \n", + "0 | \n", + "6 | \n", + "0 | \n", + "36 | \n", + "0 | \n", + "0 | \n", + "0 | \n", + "0 | \n", + "6 | \n", + "7 | \n", + "0 | \n", + "
| activated_stellate | \n", + "48 | \n", + "1 | \n", + "1 | \n", + "3 | \n", + "0 | \n", + "0 | \n", + "11 | \n", + "6 | \n", + "0 | \n", + "0 | \n", + "0 | \n", + "0 | \n", + "78 | \n", + "20 | \n", + "17 | \n", + "0 | \n", + "
| quiescent_stellate | \n", + "4 | \n", + "0 | \n", + "1 | \n", + "1 | \n", + "0 | \n", + "0 | \n", + "5 | \n", + "1 | \n", + "1 | \n", + "0 | \n", + "0 | \n", + "0 | \n", + "0 | \n", + "0 | \n", + "1 | \n", + "0 | \n", + "
| macrophage | \n", + "0 | \n", + "0 | \n", + "1 | \n", + "1 | \n", + "0 | \n", + "0 | \n", + "0 | \n", + "12 | \n", + "0 | \n", + "0 | \n", + "0 | \n", + "0 | \n", + "0 | \n", + "0 | \n", + "1 | \n", + "0 | \n", + "
| Package | Version |
|---|---|
| dask | 2025.1.0 |
| scanpy | 1.11.3 |
| anndata | 0.12.1 |
| h5py | 3.14.0 |
| Component | Info |
| Python | 3.12.6 (main, Sep 9 2024, 22:11:19) [Clang 18.1.8 ] |
| OS | Linux-5.15.0-134-generic-x86_64-with-glibc2.35 |
| CPU | 16 logical CPU cores, x86_64 |
| GPU | ID: 0, Tesla T4, Driver: 550.144.03, Memory: 15360 MiB |
| Updated | 2025-07-29 13:28 |
| Dependency | Version |
|---|---|
| kiwisolver | 1.4.8 |
| defusedxml | 0.7.1 |
| pure_eval | 0.2.3 |
| ipykernel | 6.30.0 |
| asttokens | 3.0.0 |
| wcwidth | 0.2.13 |
| pytz | 2025.2 |
| distributed | 2025.1.0 |
| ipython | 9.4.0 |
| igraph | 0.11.9 |
| pandas | 2.3.1 |
| numpy | 2.2.6 |
| prompt_toolkit | 3.0.51 |
| fsspec | 2025.7.0 |
| debugpy | 1.8.15 |
| cloudpickle | 3.1.1 |
| setuptools | 80.9.0 |
| numba | 0.61.2 |
| typing_extensions | 4.14.1 |
| legacy-api-wrap | 1.4.1 |
| jedi | 0.19.2 |
| scikit-learn | 1.7.1 |
| six | 1.17.0 |
| jupyter_core | 5.8.1 |
| comm | 0.2.3 |
| zict | 3.0.0 |
| pyzmq | 27.0.0 |
| cycler | 0.12.1 |
| platformdirs | 4.3.8 |
| python-dateutil | 2.9.0.post0 |
| tornado | 6.5.1 |
| jupyter_client | 8.6.3 |
| zarr | 3.1.0 |
| llvmlite | 0.44.0 |
| numcodecs | 0.16.1 |
| pillow | 11.3.0 |
| executing | 2.2.0 |
| stack-data | 0.6.3 |
| leidenalg | 0.10.2 |
| crc32c | 2.7.1 |
| texttable | 1.7.0 |
| donfig | 0.8.1.post1 |
| session-info2 | 0.2 |
| natsort | 8.4.0 |
| psutil | 7.0.0 |
| parso | 0.8.4 |
| matplotlib | 3.10.3 |
| pyparsing | 3.2.3 |
| Jinja2 | 3.1.6 |
| Pygments | 2.19.2 |
| locket | 1.0.0 |
| toolz | 1.0.0 |
| charset-normalizer | 3.4.2 |
| sortedcontainers | 2.4.0 |
| decorator | 5.2.1 |
| click | 8.2.1 |
| threadpoolctl | 3.6.0 |
| scipy | 1.15.3 |
| packaging | 25.0 |
| joblib | 1.5.1 |
| ipywidgets | 8.1.7 |
| traitlets | 5.14.3 |
| msgpack | 1.1.1 |
| PyYAML | 6.0.2 |
| MarkupSafe | 3.0.2 |
| tblib | 3.1.0 |
| Package | Version |\n", + "| ------- | -------- |\n", + "| dask | 2025.1.0 |\n", + "| scanpy | 1.11.3 |\n", + "| anndata | 0.12.1 |\n", + "| h5py | 3.14.0 |\n", + "\n", + "| Dependency | Version |\n", + "| ------------------ | ----------- |\n", + "| kiwisolver | 1.4.8 |\n", + "| defusedxml | 0.7.1 |\n", + "| pure_eval | 0.2.3 |\n", + "| ipykernel | 6.30.0 |\n", + "| asttokens | 3.0.0 |\n", + "| wcwidth | 0.2.13 |\n", + "| pytz | 2025.2 |\n", + "| distributed | 2025.1.0 |\n", + "| ipython | 9.4.0 |\n", + "| igraph | 0.11.9 |\n", + "| pandas | 2.3.1 |\n", + "| numpy | 2.2.6 |\n", + "| prompt_toolkit | 3.0.51 |\n", + "| fsspec | 2025.7.0 |\n", + "| debugpy | 1.8.15 |\n", + "| cloudpickle | 3.1.1 |\n", + "| setuptools | 80.9.0 |\n", + "| numba | 0.61.2 |\n", + "| typing_extensions | 4.14.1 |\n", + "| legacy-api-wrap | 1.4.1 |\n", + "| jedi | 0.19.2 |\n", + "| scikit-learn | 1.7.1 |\n", + "| six | 1.17.0 |\n", + "| jupyter_core | 5.8.1 |\n", + "| comm | 0.2.3 |\n", + "| zict | 3.0.0 |\n", + "| pyzmq | 27.0.0 |\n", + "| cycler | 0.12.1 |\n", + "| platformdirs | 4.3.8 |\n", + "| python-dateutil | 2.9.0.post0 |\n", + "| tornado | 6.5.1 |\n", + "| jupyter_client | 8.6.3 |\n", + "| zarr | 3.1.0 |\n", + "| llvmlite | 0.44.0 |\n", + "| numcodecs | 0.16.1 |\n", + "| pillow | 11.3.0 |\n", + "| executing | 2.2.0 |\n", + "| stack-data | 0.6.3 |\n", + "| leidenalg | 0.10.2 |\n", + "| crc32c | 2.7.1 |\n", + "| texttable | 1.7.0 |\n", + "| donfig | 0.8.1.post1 |\n", + "| session-info2 | 0.2 |\n", + "| natsort | 8.4.0 |\n", + "| psutil | 7.0.0 |\n", + "| parso | 0.8.4 |\n", + "| matplotlib | 3.10.3 |\n", + "| pyparsing | 3.2.3 |\n", + "| Jinja2 | 3.1.6 |\n", + "| Pygments | 2.19.2 |\n", + "| locket | 1.0.0 |\n", + "| toolz | 1.0.0 |\n", + "| charset-normalizer | 3.4.2 |\n", + "| sortedcontainers | 2.4.0 |\n", + "| decorator | 5.2.1 |\n", + "| click | 8.2.1 |\n", + "| threadpoolctl | 3.6.0 |\n", + "| scipy | 1.15.3 |\n", + "| packaging | 25.0 |\n", + "| joblib | 1.5.1 |\n", + "| ipywidgets | 8.1.7 |\n", + "| traitlets | 5.14.3 |\n", + "| msgpack | 1.1.1 |\n", + "| PyYAML | 6.0.2 |\n", + "| MarkupSafe | 3.0.2 |\n", + "| tblib | 3.1.0 |\n", + "\n", + "| Component | Info |\n", + "| --------- | ------------------------------------------------------ |\n", + "| Python | 3.12.6 (main, Sep 9 2024, 22:11:19) [Clang 18.1.8 ] |\n", + "| OS | Linux-5.15.0-134-generic-x86_64-with-glibc2.35 |\n", + "| CPU | 16 logical CPU cores, x86_64 |\n", + "| GPU | ID: 0, Tesla T4, Driver: 550.144.03, Memory: 15360 MiB |\n", + "| Updated | 2025-07-29 13:28 |\n", + "
Client-dd1a682c-6c7f-11f0-979d-95f6366ae0fa
\n", + "| Connection method: Cluster object | \n", + "Cluster type: distributed.LocalCluster | \n", + " \n", + "
| \n", + " Dashboard: http://127.0.0.1:43531/status\n", + " | \n", + "\n", + " |
2504ead7
\n", + "| \n", + " Dashboard: http://127.0.0.1:43531/status\n", + " | \n", + "\n", + " Workers: 3\n", + " | \n", + "
| \n", + " Total threads: 18\n", + " | \n", + "\n", + " Total memory: 62.79 GiB\n", + " | \n", + "
| Status: running | \n", + "Using processes: True | \n", + "
Scheduler-2c72d7c3-d2f2-4c49-b175-d01048567e07
\n", + "| \n", + " Comm: tcp://127.0.0.1:36637\n", + " | \n", + "\n", + " Workers: 3\n", + " | \n", + "
| \n", + " Dashboard: http://127.0.0.1:43531/status\n", + " | \n", + "\n", + " Total threads: 18\n", + " | \n", + "
| \n", + " Started: Just now\n", + " | \n", + "\n", + " Total memory: 62.79 GiB\n", + " | \n", + "
| \n", + " Comm: tcp://127.0.0.1:42427\n", + " | \n", + "\n", + " Total threads: 6\n", + " | \n", + "
| \n", + " Dashboard: http://127.0.0.1:37035/status\n", + " | \n", + "\n", + " Memory: 20.93 GiB\n", + " | \n", + "
| \n", + " Nanny: tcp://127.0.0.1:43817\n", + " | \n", + "\n", + " |
| \n", + " Local directory: /mnt/volume/tmp/dask-scratch-space/worker-3kn90gqx\n", + " | \n", + "
| \n", + " Comm: tcp://127.0.0.1:38739\n", + " | \n", + "\n", + " Total threads: 6\n", + " | \n", + "
| \n", + " Dashboard: http://127.0.0.1:37541/status\n", + " | \n", + "\n", + " Memory: 20.93 GiB\n", + " | \n", + "
| \n", + " Nanny: tcp://127.0.0.1:37117\n", + " | \n", + "\n", + " |
| \n", + " Local directory: /mnt/volume/tmp/dask-scratch-space/worker-lmafs1m9\n", + " | \n", + "
| \n", + " Comm: tcp://127.0.0.1:44999\n", + " | \n", + "\n", + " Total threads: 6\n", + " | \n", + "
| \n", + " Dashboard: http://127.0.0.1:46165/status\n", + " | \n", + "\n", + " Memory: 20.93 GiB\n", + " | \n", + "
| \n", + " Nanny: tcp://127.0.0.1:36781\n", + " | \n", + "\n", + " |
| \n", + " Local directory: /mnt/volume/tmp/dask-scratch-space/worker-221nzh2z\n", + " | \n", + "
| Package | Version |
|---|---|
| matplotlib | 3.10.3 |
| Component | Info |
| Python | 3.13.2 | packaged by conda-forge | (main, Feb 17 2025, 14:10:22) [GCC 13.3.0] |
| OS | Linux-6.11.0-118026-tuxedo-x86_64-with-glibc2.39 |
| CPU | 16 logical CPU cores, x86_64 |
| GPU | No GPU found |
| Updated | 2025-06-06 16:28 |
| Dependency | Version |
|---|---|
| awkward_cpp | 45 |
| llvmlite | 0.44.0 |
| sphinxcontrib-htmlhelp | 2.1.0 |
| Jinja2 | 3.1.6 |
| executing | 2.2.0 |
| fsspec | 2025.3.2 |
| sphinx-jinja2-compat | 0.3.0 |
| charset-normalizer | 3.4.1 |
| sphinxcontrib-applehelp | 2.0.0 |
| packaging | 25.0 |
| comm | 0.2.2 |
| debugpy | 1.8.13 |
| parso | 0.8.4 |
| kiwisolver | 1.4.8 |
| numba | 0.61.2 |
| stack-data | 0.6.3 |
| traitlets | 5.14.3 |
| MarkupSafe | 3.0.2 |
| pytz | 2025.2 |
| numpy | 2.2.6 |
| crc32c | 2.7.1 |
| pandas | 2.3.0 |
| jupyter_client | 8.6.3 |
| natsort | 8.4.0 |
| tqdm | 4.67.1 |
| coverage | 7.8.0 |
| session-info2 | 0.1.2 |
| zarr | 3.0.8 |
| tblib | 3.1.0 |
| Pygments | 2.19.1 |
| joblib | 1.5.1 |
| sphinxcontrib-qthelp | 2.0.0 |
| wcwidth | 0.2.13 |
| donfig | 0.8.1.post1 |
| prompt_toolkit | 3.0.50 |
| ipykernel | 6.29.5 |
| sphinxcontrib-serializinghtml | 2.0.0 |
| scipy | 1.15.3 |
| ipython | 9.1.0 |
| threadpoolctl | 3.6.0 |
| PyYAML | 6.0.2 |
| platformdirs | 4.3.7 |
| cloudpickle | 3.1.1 |
| h5py | 3.14.0 |
| pyzmq | 26.4.0 |
| six | 1.17.0 |
| legacy-api-wrap | 1.4.1 |
| pyparsing | 3.2.3 |
| numcodecs | 0.16.1 |
| awkward | 2.8.1 |
| setuptools | 78.1.0 |
| scikit-learn | 1.7.0 |
| decorator | 5.2.1 |
| pure_eval | 0.2.3 |
| python-dateutil | 2.9.0.post0 |
| psutil | 7.0.0 |
| jedi | 0.19.2 |
| matplotlib-inline | 0.1.7 |
| jupyter_core | 5.7.2 |
| sphinxcontrib-devhelp | 2.0.0 |
| msgpack | 1.1.0 |
| fast-array-utils | 1.2.1 |
| dask | 2025.1.0 |
| typing_extensions | 4.14.0 |
| asttokens | 3.0.0 |
| toolz | 1.0.0 |
| sphinxcontrib-jsmath | 1.0.1 |
| tornado | 6.4.2 |
| cycler | 0.12.1 |
| torch | 2.6.0 (2.6.0+cu124) |
| pillow | 11.2.1 |
| pyarrow | 19.0.1 |
| Package | Version |\n", + "| ---------- | ------- |\n", + "| matplotlib | 3.10.3 |\n", + "\n", + "| Dependency | Version |\n", + "| ----------------------------- | ------------------- |\n", + "| awkward_cpp | 45 |\n", + "| llvmlite | 0.44.0 |\n", + "| sphinxcontrib-htmlhelp | 2.1.0 |\n", + "| Jinja2 | 3.1.6 |\n", + "| executing | 2.2.0 |\n", + "| fsspec | 2025.3.2 |\n", + "| sphinx-jinja2-compat | 0.3.0 |\n", + "| charset-normalizer | 3.4.1 |\n", + "| sphinxcontrib-applehelp | 2.0.0 |\n", + "| packaging | 25.0 |\n", + "| comm | 0.2.2 |\n", + "| debugpy | 1.8.13 |\n", + "| parso | 0.8.4 |\n", + "| kiwisolver | 1.4.8 |\n", + "| numba | 0.61.2 |\n", + "| stack-data | 0.6.3 |\n", + "| traitlets | 5.14.3 |\n", + "| MarkupSafe | 3.0.2 |\n", + "| pytz | 2025.2 |\n", + "| numpy | 2.2.6 |\n", + "| crc32c | 2.7.1 |\n", + "| pandas | 2.3.0 |\n", + "| jupyter_client | 8.6.3 |\n", + "| natsort | 8.4.0 |\n", + "| tqdm | 4.67.1 |\n", + "| coverage | 7.8.0 |\n", + "| session-info2 | 0.1.2 |\n", + "| zarr | 3.0.8 |\n", + "| tblib | 3.1.0 |\n", + "| Pygments | 2.19.1 |\n", + "| joblib | 1.5.1 |\n", + "| sphinxcontrib-qthelp | 2.0.0 |\n", + "| wcwidth | 0.2.13 |\n", + "| donfig | 0.8.1.post1 |\n", + "| prompt_toolkit | 3.0.50 |\n", + "| ipykernel | 6.29.5 |\n", + "| sphinxcontrib-serializinghtml | 2.0.0 |\n", + "| scipy | 1.15.3 |\n", + "| ipython | 9.1.0 |\n", + "| threadpoolctl | 3.6.0 |\n", + "| PyYAML | 6.0.2 |\n", + "| platformdirs | 4.3.7 |\n", + "| cloudpickle | 3.1.1 |\n", + "| h5py | 3.14.0 |\n", + "| pyzmq | 26.4.0 |\n", + "| six | 1.17.0 |\n", + "| legacy-api-wrap | 1.4.1 |\n", + "| pyparsing | 3.2.3 |\n", + "| numcodecs | 0.16.1 |\n", + "| awkward | 2.8.1 |\n", + "| setuptools | 78.1.0 |\n", + "| scikit-learn | 1.7.0 |\n", + "| decorator | 5.2.1 |\n", + "| pure_eval | 0.2.3 |\n", + "| python-dateutil | 2.9.0.post0 |\n", + "| psutil | 7.0.0 |\n", + "| jedi | 0.19.2 |\n", + "| matplotlib-inline | 0.1.7 |\n", + "| jupyter_core | 5.7.2 |\n", + "| sphinxcontrib-devhelp | 2.0.0 |\n", + "| msgpack | 1.1.0 |\n", + "| fast-array-utils | 1.2.1 |\n", + "| dask | 2025.1.0 |\n", + "| typing_extensions | 4.14.0 |\n", + "| asttokens | 3.0.0 |\n", + "| toolz | 1.0.0 |\n", + "| sphinxcontrib-jsmath | 1.0.1 |\n", + "| tornado | 6.4.2 |\n", + "| cycler | 0.12.1 |\n", + "| torch | 2.6.0 (2.6.0+cu124) |\n", + "| pillow | 11.2.1 |\n", + "| pyarrow | 19.0.1 |\n", + "\n", + "| Component | Info |\n", + "| --------- | ----------------------------------------------------------------------------- |\n", + "| Python | 3.13.2 | packaged by conda-forge | (main, Feb 17 2025, 14:10:22) [GCC 13.3.0] |\n", + "| OS | Linux-6.11.0-118026-tuxedo-x86_64-with-glibc2.39 |\n", + "| CPU | 16 logical CPU cores, x86_64 |\n", + "| GPU | No GPU found |\n", + "| Updated | 2025-06-06 16:28 |\n", + "