The tanh activation function is added#8689
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cclauss merged 13 commits intoTheAlgorithms:masterfrom Apr 25, 2023
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rohan472000
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| @@ -0,0 +1,44 @@ | |||
| """ | |||
| This script demonstrates the implementation of the tangent hyperbolic | |||
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One minor suggestion I have is to add a brief description of what the function does at the beginning of the docstring. For example:
"""
Implements the tangent hyperbolic or tanh function.
The function takes a vector of K real numbers as input and then applies
the tanh function to each element of the vector. The output values are
mostly in the range (-1, 1).
...
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thank you for suggestion✌✌.
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@cclauss kindly review, if need any change then please suggest. |
cclauss
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cclauss
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cclauss
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* tanh function been added * tanh function been added * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * tanh function is added * tanh function is added * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * tanh function added * tanh function added * tanh function is added * Apply suggestions from code review --------- Co-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com> Co-authored-by: Christian Clauss <cclauss@me.com>
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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
Checklist:
Fixes: #{$ISSUE_NO}.