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tanh activation function is added #8684

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TMGA-WAY
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Describe your change:

The tanh activation function is added
mathematically (e^x - e^(-x))/(e^x + e^(-x)) redesigned to (2/(1+e^(-2x))-1

  • Add an algorithm?
  • Fix a bug or typo in an existing algorithm?
  • Documentation change?

Checklist:

  • I have read CONTRIBUTING.md.
  • [ x] This pull request is all my own work -- I have not plagiarized.
  • I know that pull requests will not be merged if they fail the automated tests.
  • This PR only changes one algorithm file. To ease review, please open separate PRs for separate algorithms.
  • All new Python files are placed inside an existing directory.
  • All filenames are in all lowercase characters with no spaces or dashes.
  • All functions and variable names follow Python naming conventions.
  • All function parameters and return values are annotated with Python type hints.
  • All functions have doctests that pass the automated testing.
  • All new algorithms include at least one URL that points to Wikipedia or another similar explanation.
  • If this pull request resolves one or more open issues then the commit message contains Fixes: #{$ISSUE_NO}.

@algorithms-keeper algorithms-keeper bot added awaiting reviews This PR is ready to be reviewed tests are failing Do not merge until tests pass labels Apr 23, 2023
@rohan472000
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@mitra-babu , kindly wait for PR #8680 to get merged as I have rectified the error causing for your ruff failure.

@rohan472000
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@mitra-babu ,my PR #8680 has merged which addressed issue of failing ruff , now run again github actions, it should work fine.

@TMGA-WAY TMGA-WAY requested a review from CaedenPH April 24, 2023 08:34
@TMGA-WAY TMGA-WAY closed this Apr 24, 2023
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3 participants