https://github.com/unvercan/activation-function-comparison-pytorch

Comparison of common activation functions on MNIST dataset using PyTorch.
https://github.com/unvercan/activation-function-comparison-pytorch

activation-functions dataset deep-learning image-classification machine-learning matplotlib mnist neural-network numpy python pytorch relu sigmoid tanh

Last synced: 8 months ago
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Comparison of common activation functions on MNIST dataset using PyTorch.

• Host: GitHub
• URL: https://github.com/unvercan/activation-function-comparison-pytorch
• Owner: unvercan
• License: mit
• Created: 2019-10-28T19:51:16.000Z (over 6 years ago)
• Default Branch: main
• Last Pushed: 2022-02-09T09:41:21.000Z (almost 4 years ago)
• Last Synced: 2025-06-13T19:03:57.694Z (8 months ago)
• Topics: activation-functions, dataset, deep-learning, image-classification, machine-learning, matplotlib, mnist, neural-network, numpy, python, pytorch, relu, sigmoid, tanh
• Language: Python
• Homepage:
• Size: 2.24 MB
• Stars: 0
• Watchers: 2
• Forks: 0
• Open Issues: 0
• Metadata Files:
  • Readme: README.md
  • License: LICENSE

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README

          
# activation-functions-comparison-pytorch

Comparison of common activation functions on MNIST dataset using PyTorch.

## Activation functions:

- Relu

- Sigmoid

- Tanh

## Best result: Relu