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Created mlp_activation_comparison.py #12918
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Added a new script (mlp_activation_comparison.py) that demonstrates the effect of different activation functions ('relu', 'tanh', 'logistic') on a simple dataset using scikit-learn's MLPClassifier. This helps visualize and understand how activation choices influence model performance.
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Please provide return type hint for the function: compare_activations. If the function does not return a value, please provide the type hint as: def function() -> None:
As there is no test file in this pull request nor any test function or class in the file machine_learning/mlp_activation_comparison.py, please provide doctest for the function compare_activations
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Variable and function names should follow the snake_case naming convention. Please update the following name accordingly: X_train
Variable and function names should follow the snake_case naming convention. Please update the following name accordingly: X_test
Added a new script:
mlp_activation_comparison.pyThis script demonstrates the effect of different activation functions (
relu,tanh,logistic) on a simple dataset using scikit-learn's MLPClassifier.It helps visualize and understand how activation choices influence model performance.
Describe your change:
Checklist:
Fixes #ISSUE-NUMBER).