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relu-function

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mr-ravin / aptx_activation

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This repository offers a Python Package for the PyTorch implementation of the APTx activation function, as introduced in the paper "APTx: Better Activation Function than MISH, SWISH, and ReLU's Variants used in Deep Learning".

machine-learning research deep-learning pytorch swish relu aptx pytorch-implementation pypi-package deep-learning-research activation-function mish relu-activation aptx-activation aptx-activation-function aptx-function relu-function swish-function mish-function
  • Updated Sep 26, 2025
  • Python

jigyasaG18 / MNIST-Digit-Classification-with-Neural-Network

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This repository implements handwritten digit recognition using a deep neural network trained on the MNIST dataset. It covers data preprocessing, model building, training, and evaluation for high accuracy classification. Additionally, it includes a system for predicting digits from new images. The project demonstrates effective use of deep learning.

python deep-neural-networks deep-learning tensorflow numpy keras python3 seaborn deep-learning-algorithms mnist-classification mnist-dataset image-classification matplotlib cv2 mnist-image-dataset adam-optimizer mnist-handwriting-recognition relu sigmoidactivation relu-function
  • Updated Feb 3, 2026
  • Jupyter Notebook

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