awesome-pytorch
Awesome PyTorch
https://github.com/eric-erki/awesome-pytorch
Last synced: 2 days ago
JSON representation
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Paper Implementations
- pytorch-mobilenet
- TreeLSTM - Structured Long Short-Term Memory Networks, [1503.00075](https://arxiv.org/abs/1503.00075)
- 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)
- 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
- PyScatWave
- pytorch-pruning
- relational-networks
- VAE with a VampPrior
- Visual Question Answering in Pytorch
- Wasserstein GAN
- Weight Normalized GAN
- YOLOv2 in PyTorch
- 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 Tutorials
- Welcome tutorials
- 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
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Blog & Article
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Discussion
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Useful PyTorch Tools
Programming Languages
Categories
Sub Categories
Keywords
pytorch
22
deep-learning
20
machine-learning
5
densenet
3
resnet
3
darknet
3
nlp
3
pytorch-tutorial
3
computer-vision
3
onnx
3
tensorflow
3
mxnet
3
keras
3
machinelearning
2
python
2
imagenet
2
image-classification
2
gluon
2
neural-network
2
seq2seq
2
natural-language-processing
2
generative-adversarial-network
2
converter
2
attention
2
semantic-segmentation
2
cyclegan
1
reinforcement-learning
1
computer-graphics
1
convolutional-networks
1
knowledge-distillation
1
fcn
1
fcn8s
1
scattering-transform
1
pruning
1
relational-networks
1
skipthoughts
1
generative-model
1
representation-learning
1
variational-autoencoders
1
attention-is-all-you-need
1
clevr
1
coco
1
deep-learning-algorithms
1
class-activation-maps
1
explainable-ai
1
pix2pix
1
explainable-ml
1
grad-cam
1
image-manipulation
1
image-generation
1