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The Top 928 Pytorch Paper Open Source Projects

Awesome Pytorch List ⭐ 12,977
A comprehensive list of pytorch related content on github,such as different models,implementations,helper libraries,tutorials etc.
most recent commit 2 months ago
Nlp Tutorial ⭐ 9,097
Natural Language Processing Tutorial for Deep Learning Researchers
most recent commit a year ago
Tts ⭐ 5,500
🤖 💬 Deep learning for Text to Speech (Discussion forum: https://discourse.mozilla.org/c/tts)
most recent commit 6 months ago
External Attention Pytorch ⭐ 5,462
🍀 Pytorch implementation of various Attention Mechanisms, MLP, Re-parameter, Convolution, which is helpful to further understand papers.⭐⭐⭐
most recent commit 21 days ago
Jukebox ⭐ 4,560
Code for the paper "Jukebox: A Generative Model for Music"
most recent commit 10 months ago
Awesome Domain Adaptation ⭐ 3,665
A collection of AWESOME things about domian adaptation
most recent commit 2 months ago
Alae ⭐ 2,850
[CVPR2020] Adversarial Latent Autoencoders
most recent commit a year ago
Segloss ⭐ 2,850
A collection of loss functions for medical image segmentation
most recent commit 8 days ago
Deepnlp Models Pytorch ⭐ 2,372
Pytorch implementations of various Deep NLP models in cs-224n(Stanford Univ)
most recent commit 3 years ago
Pytorch Optimizer ⭐ 2,365
torch-optimizer -- collection of optimizers for Pytorch
dependent packages 23total releases 21most recent commit 3 months agopypi torch-optimizer} Downloads
Informer2020 ⭐ 2,274
The GitHub repository for the paper "Informer" accepted by AAAI 2021.
most recent commit 3 months ago
Awesome Network Embedding ⭐ 2,218
A curated list of network embedding techniques.
most recent commit 2 years ago
Awesome Image Classification ⭐ 2,138
A curated list of deep learning image classification papers and codes
most recent commit 2 months ago
Deep Learning For Tracking And Detection ⭐ 2,033
Collection of papers, datasets, code and other resources for object tracking and detection using deep learning
most recent commit a month ago
Tabnet ⭐ 1,751
PyTorch implementation of TabNet paper : https://arxiv.org/pdf/1908.07442.pdf
dependent packages 7total releases 17most recent commit 2 days agopypi pytorch-tabnet} Downloads
Deblurgan ⭐ 1,657
Image Deblurring using Generative Adversarial Networks
most recent commit 3 years ago
Transformers Tutorials ⭐ 1,650
This repository contains demos I made with the Transformers library by HuggingFace.
most recent commit 7 hours ago
Pycontrast ⭐ 1,596
PyTorch implementation of Contrastive Learning methods
most recent commit 4 months ago
Awesome Pytorch List Cnversion ⭐ 1,426
Awesome-pytorch-list 翻译工作进行中......
most recent commit a year ago
Capsule Networks ⭐ 1,419
A PyTorch implementation of the NIPS 2017 paper "Dynamic Routing Between Capsules".
most recent commit 4 years ago
Big_transfer ⭐ 1,301
Official repository for the "Big Transfer (BiT): General Visual Representation Learning" paper.
most recent commit 5 months ago
Byol Pytorch ⭐ 1,223
Usable Implementation of "Bootstrap Your Own Latent" self-supervised learning, from Deepmind, in Pytorch
dependent packages 1total releases 24most recent commit 3 months agopypi byol-pytorch} Downloads
Deeplearning_tutorials ⭐ 1,216
The deeplearning algorithms implemented by tensorflow
most recent commit 3 years ago
Torchseg ⭐ 1,106
Fast, modular reference implementation and easy training of Semantic Segmentation algorithms in PyTorch.
most recent commit 2 years ago
Faldetector ⭐ 1,091
Code for the paper: Detecting Photoshopped Faces by Scripting Photoshop
most recent commit a year ago
Rcan ⭐ 1,082
PyTorch code for our ECCV 2018 paper "Image Super-Resolution Using Very Deep Residual Channel Attention Networks"
most recent commit 4 months ago
Unet Family ⭐ 1,029
Paper and implementation of UNet-related model.
most recent commit 2 years ago
Fast Transformers ⭐ 930
Pytorch library for fast transformer implementations
dependent packages 2total releases 8most recent commit a year agopypi pytorch-fast-transformers} Downloads
3d Pointcloud ⭐ 901
Papers and Datasets about Point Cloud.
most recent commit 4 days ago
Td3 ⭐ 810
Author's PyTorch implementation of TD3 for OpenAI gym tasks
most recent commit a year ago
Awesome Person Re Identification ⭐ 810
Awesome Person Re-identification
most recent commit 5 months ago
Mobilenetv3 ⭐ 778
mobilenetv3 with pytorch，provide pre-train model
most recent commit 3 years ago
Prototypical Networks For Few Shot Learning Pytorch ⭐ 769
Implementation of Prototypical Networks for Few Shot Learning (https://arxiv.org/abs/1703.05175) in Pytorch
most recent commit 3 months ago
Srflow ⭐ 702
Official SRFlow training code: Super-Resolution using Normalizing Flow in PyTorch
most recent commit 4 months ago
Nlp Paper ⭐ 651
自然语言处理领域下的相关论文（附阅读笔记），复现模型以及数据处理等（代码含TensorFlow和Py
total releases 2most recent commit 6 days ago
Voicefilter ⭐ 640
Unofficial PyTorch implementation of Google AI's VoiceFilter system
most recent commit 2 years ago
Pytorch_resnet_cifar10 ⭐ 614
Proper implementation of ResNet-s for CIFAR10/100 in pytorch that matches description of the original paper.
most recent commit a year ago
Bottom Up Attention Vqa ⭐ 606
An efficient PyTorch implementation of the winning entry of the 2017 VQA Challenge.
most recent commit 3 years ago
All About The Gan ⭐ 602
All About the GANs(Generative Adversarial Networks) - Summarized lists for GAN
most recent commit 4 years ago
Fast_abs_rl ⭐ 575
Code for ACL 2018 paper: "Fast Abstractive Summarization with Reinforce-Selected Sentence Rewriting. Chen and Bansal"
most recent commit 2 years ago
Deep Image Matting Pytorch ⭐ 558
Deep Image Matting implementation in PyTorch
most recent commit 2 years ago
Class Balanced Loss Pytorch ⭐ 538
Pytorch implementation of the paper "Class-Balanced Loss Based on Effective Number of Samples"
most recent commit 10 months ago
Prototypical Networks ⭐ 524
Code for the NIPS 2017 Paper "Prototypical Networks for Few-shot Learning"
most recent commit 4 years ago
Octaveconv_pytorch ⭐ 520
Pytorch implementation of newly added convolution
most recent commit 3 years ago
Pytorch Mobilenet V3 ⭐ 481
MobileNetV3 in pytorch and ImageNet pretrained models
most recent commit 3 years ago
Gpt 2 Pytorch ⭐ 478
Simple Text-Generator with OpenAI gpt-2 Pytorch Implementation
most recent commit 3 years ago
Simsiam ⭐ 475
A pytorch implementation for paper 'Exploring Simple Siamese Representation Learning'
most recent commit a year ago
Mtan ⭐ 470
The implementation of "End-to-End Multi-Task Learning with Attention" [CVPR 2019].
most recent commit 5 months ago
Contextualloss ⭐ 422
The Contextual Loss
most recent commit a year ago
Laneatt ⭐ 418
Code for the paper entitled "Keep your Eyes on the Lane: Real-time Attention-guided Lane Detection" (CVPR 2021)
most recent commit 3 months ago
Cdqa ⭐ 418
⛔ [NOT MAINTAINED] An End-To-End Closed Domain Question Answering System.
total releases 38most recent commit 2 years ago
Csinva.github.io ⭐ 416
Slides, paper notes, class notes, blog posts, and research on ML 📉, statistics 📊, and AI 🤖.
most recent commit 21 hours ago
Capsnet Pytorch ⭐ 409
PyTorch implementation of NIPS 2017 paper Dynamic Routing Between Capsules
most recent commit 3 years ago
Vsepp ⭐ 396
PyTorch Code for the paper "VSE++: Improving Visual-Semantic Embeddings with Hard Negatives"
most recent commit 7 months ago
Pytorch Maml ⭐ 391
PyTorch implementation of MAML: https://arxiv.org/abs/1703.03400
most recent commit 4 years ago
Dbpn Pytorch ⭐ 388
The project is an official implement of our CVPR2018 paper "Deep Back-Projection Networks for Super-Resolution" (Winner of NTIRE2018 and PIRM2018)
most recent commit 2 years ago
Faceshifter ⭐ 384
Unofficial PyTorch Implementation for FaceShifter (https://arxiv.org/abs/1912.13457)
most recent commit 7 months ago
Rtdl ⭐ 377
Research on Tabular Deep Learning (Python package & papers)
most recent commit 2 days ago
Eanet ⭐ 374
EANet: Enhancing Alignment for Cross-Domain Person Re-identification
most recent commit 2 years ago
Tdan Vsr Cvpr 2020 ⭐ 356
TDAN: Temporally-Deformable Alignment Network for Video Super-Resolution, CVPR 2020
most recent commit 4 months ago
Pct ⭐ 352
Jittor implementation of PCT:Point Cloud Transformer
most recent commit a year ago
Graph Transformer ⭐ 348
Universal Graph Transformer Self-Attention Networks (TheWebConf WWW 2022) (Pytorch and Tensorflow)
most recent commit 4 months ago
Aicity Reid 2020 ⭐ 338
🚗 The 1st Place Submission to AICity Challenge 2020 re-id track (Baidu-UTS submission)
most recent commit 10 months ago
Panoptic Deeplab ⭐ 333
This is Pytorch re-implementation of our CVPR 2020 paper "Panoptic-DeepLab: A Simple, Strong, and Fast Baseline for Bottom-Up Panoptic Segmentation" (https://arxiv.org/abs/1911.10194)
most recent commit a year ago
Fba_matting ⭐ 329
Official repository for the paper F, B, Alpha Matting
most recent commit 9 months ago
Efficient Segmentation Networks ⭐ 323
Lightweight models for real-time semantic segmentationon PyTorch (include SQNet, LinkNet, SegNet, UNet, ENet, ERFNet, EDANet, ESPNet, ESPNetv2, LEDNet, ESNet, FSSNet, CGNet, DABNet, Fast-SCNN, ContextNet, FPENet, etc.)
most recent commit 2 years ago
Optnet ⭐ 321
OptNet: Differentiable Optimization as a Layer in Neural Networks
most recent commit 2 years ago
R2plus1d Pytorch ⭐ 316
PyTorch implementation of the R2Plus1D convolution based ResNet architecture described in the paper "A Closer Look at Spatiotemporal Convolutions for Action Recognition"
most recent commit 2 years ago
Diffwave ⭐ 315
DiffWave is a fast, high-quality neural vocoder and waveform synthesizer.
most recent commit 2 months ago
Deephash Pytorch ⭐ 313
Implementation of Some Deep Hash Algorithms, Including DPSH、DSH、DHN、HashNet、DSDH、DTSH、DFH、GreedyHash、CSQ.
most recent commit a month ago
Deepfake Detection ⭐ 311
Towards deepfake detection that actually works
most recent commit 4 months ago
Gan_review ⭐ 304
A Survey and Taxonomy of the Recent GANs Development，computer vision & time series
most recent commit a year ago
Softmax Splatting ⭐ 296
an implementation of softmax splatting for differentiable forward warping using PyTorch
most recent commit 3 months ago
Deepsim ⭐ 288
Official PyTorch implementation of the paper: "DeepSIM: Image Shape Manipulation from a Single Augmented Training Sample" (ICCV 2021 Oral)
most recent commit 7 months ago
Pose Residual Network Pytorch ⭐ 282
Code for the Pose Residual Network introduced in 'MultiPoseNet: Fast Multi-Person Pose Estimation using Pose Residual Network' paper https://arxiv.org/abs/1807.04067
most recent commit a year ago
Generative Query Network Pytorch ⭐ 274
Generative Query Network (GQN) in PyTorch as described in "Neural Scene Representation and Rendering"
most recent commit 3 years ago
Bisenet ⭐ 266
BiSeNet based on pytorch
most recent commit 2 years ago
Cogan ⭐ 266
most recent commit 4 years ago
Glow Pytorch ⭐ 258
Simple, extendable, easy to understand Glow implementation in PyTorch
most recent commit a year ago
Pytorch Value Iteration Networks ⭐ 256
Pytorch implementation of Value Iteration Networks (NIPS 2016 best paper)
most recent commit 2 years ago
Nfnets Pytorch ⭐ 252
NFNets and Adaptive Gradient Clipping for SGD implemented in PyTorch. Find explanation at tourdeml.github.io/blog/
total releases 13most recent commit a year ago
Shufflenet ⭐ 251
ShuffleNet in PyTorch. Based on https://arxiv.org/abs/1707.01083
most recent commit 5 years ago
Awesome_deep_learning_interpretability ⭐ 250
深度学习近年来关于神经网络模型解释性的相关高引用/顶会论文(附带代码)
most recent commit 2 years ago
Electra_pytorch ⭐ 246
Pretrain and finetune ELECTRA with fastai and huggingface. (Results of the paper replicated !)
most recent commit 4 months ago
Pytorch Generative ⭐ 246
Easy generative modeling in PyTorch.
most recent commit a month ago
Pytorch Cartoongan ⭐ 243
Pytorch implementation of CartoonGAN (CVPR 2018)
most recent commit 4 years ago
Enet Real Time Semantic Segmentation ⭐ 241
ENet - A Neural Net Architecture for real time Semantic Segmentation
most recent commit a year ago
Rlgraph ⭐ 241
RLgraph: Modular computation graphs for deep reinforcement learning
most recent commit 3 years ago
The Gan World ⭐ 237
Everything about Generative Adversarial Networks
most recent commit 3 years ago
Simple Effective Text Matching Pytorch ⭐ 232
A pytorch implementation of the ACL2019 paper "Simple and Effective Text Matching with Richer Alignment Features".
most recent commit 9 months ago
Fast Mpn Cov ⭐ 223
@CVPR2018: Efficient unrolling iterative matrix square-root normalized ConvNets, implemented by PyTorch (and code of B-CNN,Compact bilinear pooling etc.) for training from scratch & finetuning.
most recent commit a year ago
Genre Shapehd ⭐ 220
Code and Data Release for GenRe (NeurIPS 2018) and ShapeHD (ECCV 2018)
most recent commit 2 years ago
Awesome Denoise ⭐ 218
All latest image/burst/video Denoising papers with code & citation published in top conference and journal.
most recent commit 2 months ago
Pytorch Lesson Zh ⭐ 214
pytorch 包教不包会
most recent commit 3 years ago
Metric Learning Divide And Conquer ⭐ 213
Source code for the paper "Divide and Conquer the Embedding Space for Metric Learning", CVPR 2019
most recent commit 3 years ago
Incremental_learning.pytorch ⭐ 210
A collection of incremental learning paper implementations including PODNet (ECCV20) and Ghost (CVPR-W21).
most recent commit 10 months ago
Affnet ⭐ 209
Code and weights for local feature affine shape estimation paper "Repeatability Is Not Enough: Learning Discriminative Affine Regions via Discriminability"
most recent commit a month ago
Matchingnetworks ⭐ 209
This repo provides pytorch code which replicates the results of the Matching Networks for One Shot Learning paper on the Omniglot and MiniImageNet dataset
most recent commit 5 years ago
Fewshotlearning ⭐ 199
Pytorch implementation of the paper "Optimization as a Model for Few-Shot Learning"
most recent commit 5 years ago
Cain ⭐ 198
Source code for AAAI 2020 paper "Channel Attention Is All You Need for Video Frame Interpolation"
most recent commit 9 months ago
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