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Adding LSTM algorithm from scratch in neural network algorithm sections - #12082

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cclauss merged 34 commits into

TheAlgorithms:masterfrom

LEVIII007:lstm

Sep 24, 2026

Commits on Oct 14, 2024
- added lstm algorithm in neural network section.
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- commented the testing lines of code
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- modified code to meet contribution.md file guidelines
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Commits on Oct 15, 2024
- Merge branch 'TheAlgorithms:master' into lstm
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- [pre-commit.ci] auto fixes from pre-commit.com hooks
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- Add LSTM algorithm implementation in neural network section
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- shorten the individual lines
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- [pre-commit.ci] auto fixes from pre-commit.com hooks
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- shorten the lines
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- Refactor LSTM input data initialization
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- Refactor LSTM network implementation and improve code readability
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- changed code a bit for meet ruff standards
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- [pre-commit.ci] auto fixes from pre-commit.com hooks
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- Refactor LSTM class to improve code readability and maintainability
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- Refactor tqdm import in LSTM class
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- Refactor tqdm import in LSTM class
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- added doc tests
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- [pre-commit.ci] auto fixes from pre-commit.com hooks
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- descriptive names + improved doctests
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- Refactor LSTM class: Increase training epochs to 100
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- Refactor LSTM class: Improve test method and add comments
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- [pre-commit.ci] auto fixes from pre-commit.com hooks
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- added doct tests for each function
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Commits on Oct 16, 2024
Commits on Sep 24, 2026
- Refactor LSTM implementation and clean up code
  cclauss
  authored
  993caf6
- [pre-commit.ci] auto fixes from pre-commit.com hooks
  pre-commit-ci[bot]
  committed
  3a32a99
- Rename stm_model to lstm_model in lstm.py
  cclauss
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  78a9cec
- Fix parameter name in sigmoid and tanh methods
  cclauss
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  632c1e5
- Merge branch 'master' into lstm
  cclauss
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  025a656
- updating DIRECTORY.md
  cclauss
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  afec27a

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Commits on Oct 14, 2024

Commits on Oct 15, 2024

Commits on Oct 16, 2024

Commits on Sep 24, 2026