https://github.com/tylerpetri/pytorch-cnn

Pytorch Convolutional Neural Network predictor
https://github.com/tylerpetri/pytorch-cnn

convolutional-neural-networks machine-learning predictive-modeling pytorch

Last synced: about 1 month ago
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Pytorch Convolutional Neural Network predictor

• Host: GitHub
• URL: https://github.com/tylerpetri/pytorch-cnn
• Owner: TylerPetri
• Created: 2024-08-22T16:19:54.000Z (3 months ago)
• Default Branch: main
• Last Pushed: 2024-08-22T18:49:54.000Z (3 months ago)
• Last Synced: 2024-10-10T08:01:07.237Z (about 1 month ago)
• Topics: convolutional-neural-networks, machine-learning, predictive-modeling, pytorch
• Language: Jupyter Notebook
• Homepage:
• Size: 563 KB
• Stars: 0
• Watchers: 1
• Forks: 0
• Open Issues: 0
• Metadata Files:
  • Readme: README.md

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README

        
# Pytorch Convolutional Neural Network predicting

Dataset from `torchvision.datasets.CIFAR10`

Using `optim.SGD` as optimizer:

* at learning rate of 0.001, 30 epochs, resulted in Accuracy of 68.11%