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awesome-pytorch

Awesome PyTorch
https://github.com/rickiepark/awesome-pytorch

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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](https://arxiv.org/abs/1703.05192)
- diracnets - Connections, [1706.00388](https://arxiv.org/abs/1706.00388)
- dragan-pytorch
- Evolution Strategies
- Grad-CAM - CAM: Visual Explanations from Deep Networks via Gradient-based Localization, [1610.02391](https://arxiv.org/abs/1610.02391)
- Grammar Variational Autoencoder
- neural-combinatorial-rl-pytorch
- Neural Message Passing
- ODIN: Out-of-Distribution Detector for Neural Networks - of-Distribution Examples in Neural Networks, [1706.02690](https://arxiv.org/abs/1706.02690)
- pytorch-fcn
- PyTorch-Style-Transfer - style Generative Network for Real-time Transfer, [1703.06953](https://arxiv.org/pdf/1703.06953.pdf) and Image Style Transfer Using Convolutional Neural Networks, [pdf](http://www.cv-foundation.org/openaccess/content_cvpr_2016/papers/Gatys_Image_Style_Transfer_CVPR_2016_paper.pdf)
- PyScatWave
- pytorch-pruning
- relational-networks
- Recurrent Variational Autoencoder
- VAE with a VampPrior
- Visual Question Answering in Pytorch
- Wasserstein GAN
- Weight Normalized GAN
- YOLOv2 in PyTorch
- pytorch-mobilenet
- TreeLSTM - Structured Long Short-Term Memory Networks, [1503.00075](https://arxiv.org/abs/1503.00075)
- Grammar Variational Autoencoder
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
- PyTorch Tutorials
- Welcome tutorials
- Federated Learning with PyTorch
Useful PyTorch Tools
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
- Deep Learning with PyTorch
Discussion
- PyTorch vs TensorFlow

Programming Languages

Python 33 Jupyter Notebook 6 Lua 1

Categories

Paper Implementations 29 Tutorials & Examples 14 Blog & Article 6 Books 4 Useful PyTorch Tools 4 Discussion 1

Sub Categories

Keywords

pytorch 23 deep-learning 21 machine-learning 6 darknet 4 nlp 4 mxnet 4 densenet 3 onnx 3 pytorch-tutorial 3 python 3 resnet 3 deep-neural-networks 3 gluon 3 computer-vision 3 image-classification 2 neural-network 2 seq2seq 2 generative-adversarial-network 2 semantic-segmentation 2 attention 2 pytorch-converter 2 nasnet 2 dualpath-network 2 dual-path-networks 2 densenet-pytorch 2 converter 2 natural-language-processing 2 tensorflow 2 keras 2 convolutional-networks 1 fcn 1 reinforcement-learning 1 fcn8s 1 neural-combinatorial-optimization 1 xai 1 visualizations 1 style-transfer 1 scattering-transform 1 vision-transformers 1 score-cam 1 object-detection 1 real-time 1 attention-is-all-you-need 1 knowledge-distillation 1 computer-graphics 1 cyclegan 1 gan 1 gans 1 image-generation 1 image-manipulation 1