awesome-pytorch
Awesome PyTorch
https://github.com/rickiepark/awesome-pytorch
Last synced: 19 days ago
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Blog & Article
Books
- Deep Learning with PyTorch
- Programming PyTorch for Deep Learning - based environment, then walks you through the creation of neural architectures that facilitate operations on images, sound, text,and more through deep dives into each element.
- Deep Learning with PyTorch
Discussion
Paper Implementations
- A PyTorch Implementation of DenseNet
- attention-is-all-you-need-pytorch
- Attention Transfer
- BEGAN in PyTorch
- CycleGAN and pix2pix
- Deformable Convolution
- DiscoGAN(1) - pytorch): Learning to Discover Cross-Domain Relations with Generative Adversarial Networks, 1703.05192
- diracnets - Connections, 1706.00388
- dragan-pytorch
- Evolution Strategies
- Grad-CAM - CAM: Visual Explanations from Deep Networks via Gradient-based Localization, 1610.02391
- neural-combinatorial-rl-pytorch
- Neural Message Passing
- ODIN: Out-of-Distribution Detector for Neural Networks - of-Distribution Examples in Neural Networks, 1706.02690
- pytorch-fcn
- PyScatWave
- pytorch-pruning
- relational-networks
- VAE with a VampPrior
- Visual Question Answering in Pytorch
- Wasserstein GAN
- Weight Normalized GAN
- YOLOv2 in PyTorch
- pytorch-mobilenet
- PyTorch-Style-Transfer - style Generative Network for Real-time Transfer, 1703.06953 and Image Style Transfer Using Convolutional Neural Networks, pdf
- Recurrent Variational Autoencoder
- TreeLSTM - Structured Long Short-Term Memory Networks, 1503.00075
Tutorials & Examples
- Pytorch-Project-Template
- Deep Learning for NLP with PyTorch
- Practical PyTorch
- Pytorch Examples - contained examples
- PyTorch Mini Tutorials
- Pytorch Official Examples
- Pytorch Official Tutorials
- pytorch-playground
- Pytorch Tutorial
- t-SNE experiments in pytorch - SNE model implemented in pytorch
- image-classification-mobile - 1K
- Welcome tutorials
- Federated Learning with PyTorch