awesome-pytorch
Awesome PyTorch
https://github.com/rickiepark/awesome-pytorch
Last synced: about 24 hours ago
JSON representation
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Useful PyTorch Tools
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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)
- 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)
- Recurrent Variational Autoencoder
- Grammar Variational Autoencoder
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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
- Federated Learning with PyTorch
- Welcome tutorials
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Blog & Article
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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
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Discussion
Programming Languages
Categories
Sub Categories
Keywords
pytorch
24
deep-learning
22
machine-learning
6
densenet
4
onnx
4
resnet
4
nlp
4
mxnet
4
darknet
4
converter
3
keras
3
tensorflow
3
computer-vision
3
python
3
deep-neural-networks
3
pytorch-tutorial
3
gluon
3
pytorch-converter
2
attention
2
machinelearning
2
semantic-segmentation
2
neural-network
2
natural-language-processing
2
image-classification
2
dual-path-networks
2
seq2seq
2
imagenet
2
nasnet
2
dualpath-network
2
densenet-pytorch
2
generative-adversarial-network
2
deep-learning-algorithms
1
tensorflow2
1
pix2pix
1
image-manipulation
1
image-generation
1
gans
1
class-activation-maps
1
explainable-ai
1
explainable-ml
1
grad-cam
1
interpretability
1
interpretable-ai
1
interpretable-deep-learning
1
segmentation
1
object-detection
1
score-cam
1
visualization
1
darts
1
model-converter
1