CNNs_with_PyTorch

A repository that represents my learning journey of deep CNNs with PyTorch.

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Name		Name	Last commit message	Last commit date
Latest commit History 2 Commits
.gitignore		.gitignore
01_Working with Tensors.ipynb		01_Working with Tensors.ipynb
02_Tensor Flatten Operations for CNNs.ipynb		02_Tensor Flatten Operations for CNNs.ipynb
03_Loading FashionMNIST dataset.ipynb		03_Loading FashionMNIST dataset.ipynb
04_How to define, train, test and evaluate a CNN.ipynb		04_How to define, train, test and evaluate a CNN.ipynb
05_TensorBoard.ipynb		05_TensorBoard.ipynb
06_Sequential Module for easy NNs.ipynb		06_Sequential Module for easy NNs.ipynb
07_CNN Training, Testing and Pruning on FashionMNIST.ipynb		07_CNN Training, Testing and Pruning on FashionMNIST.ipynb
CIFAR10 - Filter and Feature Map Visualization.ipynb		CIFAR10 - Filter and Feature Map Visualization.ipynb
CIFAR10 - Train, Val, Test.ipynb		CIFAR10 - Train, Val, Test.ipynb
CIFAR10 - Transfer Learning for VGG16.ipynb		CIFAR10 - Transfer Learning for VGG16.ipynb
README.md		README.md
RunBuilder and RunManager.ipynb		RunBuilder and RunManager.ipynb
run_classes.py		run_classes.py