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Training a neural network to recognize handwritten digits (MNIST), using PyTorch

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Introduction to PyTorch: Build a Neural Network to Recognize Handwritten Digits (MNIST)

Training a neural network to recognize handwritten digits (MNIST), using PyTorch. This repository includes all source code for the tutorial on DigitalOcean with the same title, including:

  • MNIST training and evaluation code using a simple, custom neural network
  • MNIST training and evaluation code using torchvision's ResNet18 architecture
  • source code for associated Google Colab notebooks: Custom Arch notebook + ResNet18 notebook

created by Alvin Wan, December 2020

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Training a neural network to recognize handwritten digits (MNIST), using PyTorch

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