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Awesome Pytorch List ⭐ 14,715

A comprehensive list of pytorch related content on github,such as different models,implementations,helper libraries,tutorials etc.

Nlp Tutorial ⭐ 13,226

Natural Language Processing Tutorial for Deep Learning Researchers

External Attention Pytorch ⭐ 10,361

🍀 Pytorch implementation of various Attention Mechanisms, MLP, Re-parameter, Convolution, which is helpful to further understand papers.⭐⭐⭐

🤖 💬 Deep learning for Text to Speech (Discussion forum: https://discourse.mozilla.org/c/tts)

Jukebox ⭐ 6,597

Code for the paper "Jukebox: A Generative Model for Music"

Informer2020 ⭐ 4,553

The GitHub repository for the paper "Informer" accepted by AAAI 2021.

Pytorch Optimizer ⭐ 2,882

torch-optimizer -- collection of optimizers for Pytorch

[CVPR2020] Adversarial Latent Autoencoders

Tabnet ⭐ 2,386

PyTorch implementation of TabNet paper : https://arxiv.org/pdf/1908.07442.pdf

Deepnlp Models Pytorch ⭐ 2,372

Pytorch implementations of various Deep NLP models in cs-224n(Stanford Univ)

Deep Learning For Tracking And Detection ⭐ 2,270

Collection of papers, datasets, code and other resources for object tracking and detection using deep learning

Awesome Network Embedding ⭐ 2,218

A curated list of network embedding techniques.

Awesome Image Classification ⭐ 2,138

A curated list of deep learning image classification papers and codes

3d Pointcloud ⭐ 1,940

Papers and Datasets about Point Cloud.

Pycontrast ⭐ 1,834

PyTorch implementation of Contrastive Learning methods

Deblurgan ⭐ 1,657

Image Deblurring using Generative Adversarial Networks

Byol Pytorch ⭐ 1,630

Usable Implementation of "Bootstrap Your Own Latent" self-supervised learning, from Deepmind, in Pytorch

Awesome Pytorch List Cnversion ⭐ 1,426

Awesome-pytorch-list 翻译工作进行中......

Big_transfer ⭐ 1,421

Official repository for the "Big Transfer (BiT): General Visual Representation Learning" paper.

Capsule Networks ⭐ 1,419

A PyTorch implementation of the NIPS 2017 paper "Dynamic Routing Between Capsules".

Author's PyTorch implementation of TD3 for OpenAI gym tasks

Mobilenetv3 ⭐ 1,382

mobilenetv3 with pytorch，provide pre-train model

Fast Transformers ⭐ 1,369

Pytorch library for fast transformer implementations

PyTorch code for our ECCV 2018 paper "Image Super-Resolution Using Very Deep Residual Channel Attention Networks"

Deeplearning_tutorials ⭐ 1,216

The deeplearning algorithms implemented by tensorflow

Torchseg ⭐ 1,106

Fast, modular reference implementation and easy training of Semantic Segmentation algorithms in PyTorch.

Nlp Paper ⭐ 1,070

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

Awesome Person Re Identification ⭐ 1,050

Awesome Person Re-identification

Unet Family ⭐ 1,029

Paper and implementation of UNet-related model.

Prototypical Networks For Few Shot Learning Pytorch ⭐ 769

Implementation of Prototypical Networks for Few Shot Learning (https://arxiv.org/abs/1703.05175) in Pytorch

Official SRFlow training code: Super-Resolution using Normalizing Flow in PyTorch

Class Balanced Loss Pytorch ⭐ 740

Pytorch implementation of the paper "Class-Balanced Loss Based on Effective Number of Samples"

Awesome_deep_learning_interpretability ⭐ 699

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)

Voicefilter ⭐ 640

Unofficial PyTorch implementation of Google AI's VoiceFilter system

Diffwave ⭐ 628

DiffWave is a fast, high-quality neural vocoder and waveform synthesizer.

Pytorch_resnet_cifar10 ⭐ 614

Proper implementation of ResNet-s for CIFAR10/100 in pytorch that matches description of the original paper.

Bottom Up Attention Vqa ⭐ 606

An efficient PyTorch implementation of the winning entry of the 2017 VQA Challenge.

All About The Gan ⭐ 602

All About the GANs(Generative Adversarial Networks) - Summarized lists for GAN

Watermark Removal Pytorch ⭐ 566

🔥 CNN for Watermark Removal using Deep Image Prior with Pytorch 🔥.

Promptkg ⭐ 561

PromptKG Family: a Gallery of Prompt Learning & KG-related research works, toolkits, and paper-list.

Pytorch Randaugment ⭐ 557

Unofficial PyTorch Reimplementation of RandAugment.

Prototypical Networks ⭐ 524

Code for the NIPS 2017 Paper "Prototypical Networks for Few-shot Learning"

Octaveconv_pytorch ⭐ 520

Pytorch implementation of newly added convolution

Csinva.github.io ⭐ 515

Slides, paper notes, class notes, blog posts, and research on ML 📉, statistics 📊, and AI 🤖.

Pytorch Mobilenet V3 ⭐ 481

MobileNetV3 in pytorch and ImageNet pretrained models

Gpt 2 Pytorch ⭐ 478

Simple Text-Generator with OpenAI gpt-2 Pytorch Implementation

Simsiam ⭐ 475

A pytorch implementation for paper 'Exploring Simple Siamese Representation Learning'

The implementation of "End-to-End Multi-Task Learning with Attention" [CVPR 2019].

Fullsubnet ⭐ 443

PyTorch implementation of "FullSubNet: A Full-Band and Sub-Band Fusion Model for Real-Time Single-Channel Speech Enhancement."

Contextualloss ⭐ 422

The Contextual Loss

⛔ [NOT MAINTAINED] An End-To-End Closed Domain Question Answering System.

Laneatt ⭐ 418

Code for the paper entitled "Keep your Eyes on the Lane: Real-time Attention-guided Lane Detection" (CVPR 2021)

Softmax Splatting ⭐ 410

an implementation of softmax splatting for differentiable forward warping using PyTorch

Capsnet Pytorch ⭐ 409

PyTorch implementation of NIPS 2017 paper Dynamic Routing Between Capsules

Graph Transformer ⭐ 408

Universal Graph Transformer Self-Attention Networks (TheWebConf WWW 2022) (Pytorch and Tensorflow)

Openai Clip ⭐ 404

Simple implementation of OpenAI CLIP model in PyTorch.

PyTorch Code for the paper "VSE++: Improving Visual-Semantic Embeddings with Hard Negatives"

Papers In 100 Lines Of Code ⭐ 395

Implementation of papers in 100 lines of code.

Pytorch Maml ⭐ 391

PyTorch implementation of MAML: https://arxiv.org/abs/1703.03400

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)

Faceshifter ⭐ 384

Unofficial PyTorch Implementation for FaceShifter (https://arxiv.org/abs/1912.13457)

EANet: Enhancing Alignment for Cross-Domain Person Re-identification

Pytorch Generative ⭐ 355

Easy generative modeling in PyTorch.

Predrnn Pytorch ⭐ 354

Official implementation for NIPS'17 paper: PredRNN: Recurrent Neural Networks for Predictive Learning Using Spatiotemporal LSTMs.

Jittor implementation of PCT:Point Cloud Transformer

Awesome Denoise ⭐ 350

One-paper-one-short-contribution-summary of all latest image/burst/video Denoising papers with code & citation published in top conference and journal.

Deephash Pytorch ⭐ 348

Implementation of Some Deep Hash Algorithms, Including DPSH、DSH、DHN、HashNet、DSDH、DTSH、DFH、GreedyHash、CSQ.

Aicity Reid 2020 ⭐ 338

🚗 The 1st Place Submission to AICity Challenge 2020 re-id track (Baidu-UTS submission)

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)

Linformer Pytorch ⭐ 323

My take on a practical implementation of Linformer for Pytorch.

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.)

OptNet: Differentiable Optimization as a Layer in Neural Networks

Glow Pytorch ⭐ 317

Simple, extendable, easy to understand Glow implementation in PyTorch

Nfnets Pytorch ⭐ 316

NFNets and Adaptive Gradient Clipping for SGD implemented in PyTorch. Find explanation at tourdeml.github.io/blog/

Gan_review ⭐ 304

A Survey and Taxonomy of the Recent GANs Development，computer vision & time series

The PyTorch version of STGCN.

Deepsim ⭐ 288

Official PyTorch implementation of the paper: "DeepSIM: Image Shape Manipulation from a Single Augmented Training Sample" (ICCV 2021 Oral)

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

Generative Query Network Pytorch ⭐ 274

Generative Query Network (GQN) in PyTorch as described in "Neural Scene Representation and Rendering"

Greedy_infomax ⭐ 272

Code for the paper: Putting An End to End-to-End: Gradient-Isolated Learning of Representations

Simple Effective Text Matching Pytorch ⭐ 271

A pytorch implementation of the ACL2019 paper "Simple and Effective Text Matching with Richer Alignment Features".

Bisenet ⭐ 266

BiSeNet based on pytorch

Pytorch Value Iteration Networks ⭐ 256

Pytorch implementation of Value Iteration Networks (NIPS 2016 best paper)

Shufflenet ⭐ 251

ShuffleNet in PyTorch. Based on https://arxiv.org/abs/1707.01083

Electra_pytorch ⭐ 246

Pretrain and finetune ELECTRA with fastai and huggingface. (Results of the paper replicated !)

Pytorch Cartoongan ⭐ 243

Pytorch implementation of CartoonGAN (CVPR 2018)

Rlgraph ⭐ 241

RLgraph: Modular computation graphs for deep reinforcement learning

Enet Real Time Semantic Segmentation ⭐ 241

ENet - A Neural Net Architecture for real time Semantic Segmentation

Wavegrad ⭐ 239

A fast, high-quality neural vocoder.

Deepcca ⭐ 238

An implementation of Deep Canonical Correlation Analysis (DCCA or Deep CCA) with pytorch.

The Gan World ⭐ 237

Everything about Generative Adversarial Networks

Sasrec.pytorch ⭐ 236

PyTorch(1.6+) implementation of https://github.com/kang205/SASRec

Pytorch Classification Uncertainty ⭐ 235

This repo contains a PyTorch implementation of the paper: "Evidential Deep Learning to Quantify Classification Uncertainty"

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.

Music Dance Video Synthesis ⭐ 221

[ACM MM 20 Oral] PyTorch implementation of Self-supervised Dance Video Synthesis Conditioned on Music

Genre Shapehd ⭐ 220

Code and Data Release for GenRe (NeurIPS 2018) and ShapeHD (ECCV 2018)

Pytorch Lesson Zh ⭐ 214

pytorch 包教不包会

Pro Gnn ⭐ 213

Implementation of the KDD 2020 paper "Graph Structure Learning for Robust Graph Neural Networks"

Metric Learning Divide And Conquer ⭐ 213

Source code for the paper "Divide and Conquer the Embedding Space for Metric Learning", CVPR 2019

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