Awesome-pytorch-list

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

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pytorch : Tensors and Dynamic neural networks in Python with strong GPU acceleration
Captum 4,830 11 days ago : Model interpretability and understanding for PyTorch
pytorch text 3,501 4 days ago : Torch text related contents
pytorch-seq2seq 1,493 over 1 year ago : A framework for sequence-to-sequence (seq2seq) models implemented in PyTorch
anuvada 19 over 6 years ago : Interpretable Models for NLP using PyTorch
audio 2,493 4 days ago : simple audio I/O for pytorch
loop 871 over 5 years ago : A method to generate speech across multiple speakers
fairseq-py : Facebook AI Research Sequence-to-Sequence Toolkit written in Python
speech 746 about 1 year ago : PyTorch ASR Implementation
OpenNMT-py 6,721 3 months ago : Open-Source Neural Machine Translation in PyTorch
neuralcoref 2,849 over 1 year ago : State-of-the-art coreference resolution based on neural nets and spaCy huggingface.co/coref
sentiment-discovery 1,061 over 4 years ago : Unsupervised Language Modeling at scale for robust sentiment classification
MUSE 3,182 about 2 years ago : A library for Multilingual Unsupervised or Supervised word Embeddings
nmtpytorch 392 almost 2 years ago : Neural Machine Translation Framework in PyTorch
pytorch-wavenet 969 about 4 years ago : An implementation of WaveNet with fast generation
Tacotron-pytorch 205 almost 6 years ago : Tacotron: Towards End-to-End Speech Synthesis
AllenNLP 11,741 almost 2 years ago : An open-source NLP research library, built on PyTorch
PyTorch-NLP 2,210 over 1 year ago : Text utilities and datasets for PyTorch pytorchnlp.readthedocs.io
quick-nlp 283 over 6 years ago : Pytorch NLP library based on FastAI
TTS 9,255 11 months ago : Deep learning for Text2Speech
LASER 3,583 5 months ago : Language-Agnostic SEntence Representations
pyannote-audio 6,011 9 days ago : Neural building blocks for speaker diarization: speech activity detection, speaker change detection, speaker embedding
gensen 311 about 4 years ago : Learning General Purpose Distributed Sentence Representations via Large Scale Multi-task Learning
translate 823 over 1 year ago : Translate - a PyTorch Language Library
espnet 8,321 11 days ago : End-to-End Speech Processing Toolkit espnet.github.io/espnet
pythia 5,483 4 months ago : A software suite for Visual Question Answering
UnsupervisedMT 1,507 about 3 years ago : Phrase-Based & Neural Unsupervised Machine Translation
jiant 1,637 about 1 year ago : The jiant sentence representation learning toolkit
BERT-PyTorch 6,173 about 1 year ago : Pytorch implementation of Google AI's 2018 BERT, with simple annotation
InferSent 2,278 about 3 years ago : Sentence embeddings (InferSent) and training code for NLI
uis-rnn 1,556 10 days ago :This is the library for the Unbounded Interleaved-State Recurrent Neural Network (UIS-RNN) algorithm, corresponding to the paper Fully Supervised Speaker Diarization. arxiv.org/abs/1810.04719
flair 13,852 7 days ago : A very simple framework for state-of-the-art Natural Language Processing (NLP)
pytext 6,340 almost 2 years ago : A natural language modeling framework based on PyTorch fb.me/pytextdocs
voicefilter 1,076 2 months ago : Unofficial PyTorch implementation of Google AI's VoiceFilter system
BERT-NER 1,202 over 3 years ago : Pytorch-Named-Entity-Recognition-with-BERT
transfer-nlp 291 2 months ago : NLP library designed for flexible research and development
texar-pytorch 745 over 2 years ago : Toolkit for Machine Learning and Text Generation, in PyTorch texar.io
pytorch-kaldi 2,361 over 2 years ago : pytorch-kaldi is a project for developing state-of-the-art DNN/RNN hybrid speech recognition systems. The DNN part is managed by pytorch, while feature extraction, label computation, and decoding are performed with the kaldi toolkit
NeMo 11,579 11 days ago : Neural Modules: a toolkit for conversational AI nvidia.github.io/NeMo
pytorch-struct 1,107 over 2 years ago : A library of vectorized implementations of core structured prediction algorithms (HMM, Dep Trees, CKY, ..,)
espresso 941 about 1 month ago : Espresso: A Fast End-to-End Neural Speech Recognition Toolkit
transformers 132,640 8 days ago : huggingface Transformers: State-of-the-art Natural Language Processing for TensorFlow 2.0 and PyTorch. huggingface.co/transformers
reformer-pytorch 2,101 over 1 year ago : Reformer, the efficient Transformer, in Pytorch
torch-metrics 110 over 3 years ago : Metrics for model evaluation in pytorch
speechbrain 8,616 10 days ago : SpeechBrain is an open-source and all-in-one speech toolkit based on PyTorch
Backprop 242 over 3 years ago : Backprop makes it simple to use, finetune, and deploy state-of-the-art ML models
pytorch vision 16,050 4 days ago : Datasets, Transforms and Models specific to Computer Vision
pt-styletransfer 35 over 7 years ago : Neural style transfer as a class in PyTorch
OpenFacePytorch 182 over 4 years ago : PyTorch module to use OpenFace's nn4.small2.v1.t7 model
img_classification_pk_pytorch 366 over 5 years ago : Quickly comparing your image classification models with the state-of-the-art models (such as DenseNet, ResNet, ...)
SparseConvNet 2,030 9 months ago : Submanifold sparse convolutional networks
Convolution_LSTM_pytorch 796 about 4 years ago : A multi-layer convolution LSTM module
face-alignment 7,021 about 1 month ago : 2D and 3D Face alignment library build using pytorch adrianbulat.com
pytorch-semantic-segmentation 1,722 almost 5 years ago : PyTorch for Semantic Segmentation
RoIAlign.pytorch 555 over 2 years ago : This is a PyTorch version of RoIAlign. This implementation is based on crop_and_resize and supports both forward and backward on CPU and GPU
pytorch-cnn-finetune 721 about 2 months ago : Fine-tune pretrained Convolutional Neural Networks with PyTorch
detectorch 558 almost 6 years ago : Detectorch - detectron for PyTorch
Augmentor 5,059 7 months ago : Image augmentation library in Python for machine learning
s2cnn 948 almost 3 years ago : This library contains a PyTorch implementation of the SO(3) equivariant CNNs for spherical signals (e.g. omnidirectional cameras, signals on the globe)
TorchCV 2,245 almost 4 years ago : A PyTorch-Based Framework for Deep Learning in Computer Vision
maskrcnn-benchmark 9,287 over 1 year ago : Fast, modular reference implementation of Instance Segmentation and Object Detection algorithms in PyTorch
image-classification-mobile 2,955 29 days ago : Collection of classification models pretrained on the ImageNet-1K
medicaltorch 844 5 months ago : A medical imaging framework for Pytorch
albumentations 14,091 5 days ago : Fast image augmentation library
kornia 9,839 11 days ago : Differentiable computer vision library
pytorch-text-recognition 179 about 5 years ago : Text recognition combo - CRAFT + CRNN
facenet-pytorch 4,455 2 months ago : Pretrained Pytorch face detection and recognition models ported from davidsandberg/facenet
detectron2 30,140 26 days ago : Detectron2 is FAIR's next-generation research platform for object detection and segmentation
vedaseg 410 almost 3 years ago : A semantic segmentation framework by pyotrch
ClassyVision 1,589 3 months ago : An end-to-end PyTorch framework for image and video classification
detecto 612 2 months ago :Computer vision in Python with less than 10 lines of code
pytorch3d 8,709 3 days ago : PyTorch3D is FAIR's library of reusable components for deep learning with 3D data pytorch3d.org
MMDetection 29,227 about 2 months ago : MMDetection is an open source object detection toolbox, a part of the
neural-dream 132 about 3 years ago : A PyTorch implementation of the DeepDream algorithm. Creates dream-like hallucinogenic visuals
FlashTorch 727 about 1 year ago : Visualization toolkit for neural networks in PyTorch!
Lucent 603 4 months ago : Tensorflow and OpenAI Clarity's Lucid adapted for PyTorch
MMDetection3D 5,198 3 months ago : MMDetection3D is OpenMMLab's next-generation platform for general 3D object detection, a part of the
MMSegmentation 8,015 about 2 months ago : MMSegmentation is a semantic segmentation toolbox and benchmark, a part of the
MMEditing 6,879 2 months ago : MMEditing is a image and video editing toolbox, a part of the
MMAction2 4,194 about 2 months ago : MMAction2 is OpenMMLab's next generation action understanding toolbox and benchmark, a part of the
MMPose 5,650 about 2 months ago : MMPose is a pose estimation toolbox and benchmark, a part of the
lightly 2,933 10 days ago Lightly is a computer vision framework for self-supervised learning
RoMa : a lightweight and efficient library to deal with 3D rotations
ptstat 109 over 7 years ago : Probabilistic Programming and Statistical Inference in PyTorch
pyro 8,507 8 days ago : Deep universal probabilistic programming with Python and PyTorch
probtorch 885 5 months ago : Probabilistic Torch is library for deep generative models that extends PyTorch
paysage 119 almost 2 years ago : Unsupervised learning and generative models in python/pytorch
pyvarinf 358 almost 5 years ago : Python package facilitating the use of Bayesian Deep Learning methods with Variational Inference for PyTorch
pyprob 27 over 4 years ago : A PyTorch-based library for probabilistic programming and inference compilation
mia 137 almost 2 years ago : A library for running membership inference attacks against ML models
pro_gan_pytorch 536 about 1 year ago : ProGAN package implemented as an extension of PyTorch nn.Module
botorch 3,069 3 days ago : Bayesian optimization in PyTorch
pytorch extras 50 over 7 years ago : Some extra features for pytorch
functional zoo 586 over 6 years ago : PyTorch, unlike lua torch, has autograd in it's core, so using modular structure of torch.nn modules is not necessary, one can easily allocate needed Variables and write a function that utilizes them, which is sometimes more convenient. This repo contains model definitions in this functional way, with pretrained weights for some models
torch-sampling 1,860 4 months ago : This package provides a set of transforms and data structures for sampling from in-memory or out-of-memory data
torchcraft-py 71 about 7 years ago : Python wrapper for TorchCraft, a bridge between Torch and StarCraft for AI research
aorun 61 about 7 years ago : Aorun intend to be a Keras with PyTorch as backend
logger 127 almost 4 years ago : A simple logger for experiments
PyTorch-docset 32 about 7 years ago : PyTorch docset! use with Dash, Zeal, Velocity, or LovelyDocs
convert_torch_to_pytorch 540 about 1 year ago : Convert torch t7 model to pytorch model and source
pretrained-models.pytorch 9,017 over 2 years ago : The goal of this repo is to help to reproduce research papers results
pytorch_fft 313 almost 6 years ago : PyTorch wrapper for FFTs
caffe_to_torch_to_pytorch 149 over 7 years ago
pytorch-extension 117 7 months ago : This is a CUDA extension for PyTorch which computes the Hadamard product of two tensors
tensorboard-pytorch 7,853 about 1 month ago : This module saves PyTorch tensors in tensorboard format for inspection. Currently supports scalar, image, audio, histogram features in tensorboard
gpytorch 3,535 15 days ago : GPyTorch is a Gaussian Process library, implemented using PyTorch. It is designed for creating flexible and modular Gaussian Process models with ease, so that you don't have to be an expert to use GPs
spotlight 2,974 almost 2 years ago : Deep recommender models using PyTorch
pytorch-cns 26 almost 7 years ago : Compressed Network Search with PyTorch
pyinn 274 over 6 years ago : CuPy fused PyTorch neural networks ops
inferno 244 almost 2 years ago : A utility library around PyTorch
pytorch-fitmodule 97 over 4 years ago : Super simple fit method for PyTorch modules
inferno-sklearn 5,830 15 days ago : A scikit-learn compatible neural network library that wraps pytorch
pytorch-caffe-darknet-convert : convert between pytorch, caffe prototxt/weights and darknet cfg/weights
pytorch2caffe 541 over 5 years ago : Convert PyTorch model to Caffemodel
pytorch-tools 221 about 2 years ago : Tools for PyTorch
sru 28 about 3 years ago : Training RNNs as Fast as CNNs (arxiv.org/abs/1709.02755)
torch2coreml 384 almost 7 years ago : Torch7 -> CoreML
PyTorch-Encoding 2,038 4 months ago : PyTorch Deep Texture Encoding Network
pytorch-ctc 42 over 6 years ago : PyTorch-CTC is an implementation of CTC (Connectionist Temporal Classification) beam search decoding for PyTorch. C++ code borrowed liberally from TensorFlow with some improvements to increase flexibility
candlegp 74 over 4 years ago : Gaussian Processes in Pytorch
dpwa 53 almost 7 years ago : Distributed Learning by Pair-Wise Averaging
dni-pytorch 236 over 5 years ago : Decoupled Neural Interfaces using Synthetic Gradients for PyTorch
skorch 5,830 15 days ago : A scikit-learn compatible neural network library that wraps pytorch
ignite 4,509 4 days ago : Ignite is a high-level library to help with training neural networks in PyTorch
Arnold 520 over 2 years ago : Arnold - DOOM Agent
pytorch-mcn 93 over 5 years ago : Convert models from MatConvNet to PyTorch
simple-faster-rcnn-pytorch 3,970 over 3 years ago : A simplified implemention of Faster R-CNN with competitive performance
generative_zoo 54 almost 6 years ago : generative_zoo is a repository that provides working implementations of some generative models in PyTorch
pytorchviz 3,175 6 months ago : A small package to create visualizations of PyTorch execution graphs
cogitare 76 5 months ago : Cogitare - A Modern, Fast, and Modular Deep Learning and Machine Learning framework in Python
pydlt 204 about 6 years ago : PyTorch based Deep Learning Toolbox
semi-supervised-pytorch 704 over 4 years ago : Implementations of different VAE-based semi-supervised and generative models in PyTorch
pytorch_cluster 815 26 days ago : PyTorch Extension Library of Optimised Graph Cluster Algorithms
neural-assembly-compiler 27 over 6 years ago : A neural assembly compiler for pyTorch based on adaptive-neural-compilation
caffemodel2pytorch 386 over 1 year ago : Convert Caffe models to PyTorch
extension-cpp 994 about 2 months ago : C++ extensions in PyTorch
pytoune 570 3 months ago : A Keras-like framework and utilities for PyTorch
jetson-reinforcement 881 over 2 years ago : Deep reinforcement learning libraries for NVIDIA Jetson TX1/TX2 with PyTorch, OpenAI Gym, and Gazebo robotics simulator
matchbox 485 over 2 years ago : Write PyTorch code at the level of individual examples, then run it efficiently on minibatches
torch-two-sample 237 over 1 year ago : A PyTorch library for two-sample tests
pytorch-summary 4,007 7 months ago : Model summary in PyTorch similar to in Keras
mpl.pytorch 175 over 6 years ago : Pytorch implementation of MaxPoolingLoss
scVI-dev : Development branch of the scVI project in PyTorch
apex 8,330 8 days ago : An Experimental PyTorch Extension(will be deprecated at a later point)
ELF 3,363 over 5 years ago : ELF: a platform for game research
Torchlite 32 about 2 years ago : A high level library on top of(not only) Pytorch
joint-vae 460 over 5 years ago : Pytorch implementation of JointVAE, a framework for disentangling continuous and discrete factors of variation star2
SLM-Lab 1,250 about 2 years ago : Modular Deep Reinforcement Learning framework in PyTorch
bindsnet 1,485 8 days ago : A Python package used for simulating spiking neural networks (SNNs) on CPUs or GPUs using PyTorch
pro_gan_pytorch 536 about 1 year ago : ProGAN package implemented as an extension of PyTorch nn.Module
pytorch_geometric 21,076 3 days ago : Geometric Deep Learning Extension Library for PyTorch
torchplus 9 over 5 years ago : Implements the + operator on PyTorch modules, returning sequences
lagom 373 almost 2 years ago : lagom: A light PyTorch infrastructure to quickly prototype reinforcement learning algorithms
torchbearer 634 10 months ago : torchbearer: A model training library for researchers using PyTorch
pytorch-maml-rl 822 almost 2 years ago : Reinforcement Learning with Model-Agnostic Meta-Learning in Pytorch
NALU 115 about 6 years ago : Basic pytorch implementation of NAC/NALU from Neural Arithmetic Logic Units paper by trask et.al arxiv.org/pdf/1808.00508.pdf
QuCumber 172 2 months ago : Neural Network Many-Body Wavefunction Reconstruction
magnet 358 over 5 years ago : Deep Learning Projects that Build Themselves
opencv_transforms 375 over 3 years ago : OpenCV implementation of Torchvision's image augmentations
fastai 26,138 16 days ago : The fast.ai deep learning library, lessons, and tutorials
pytorch-dense-correspondence 557 over 1 year ago : Code for "Dense Object Nets: Learning Dense Visual Object Descriptors By and For Robotic Manipulation" arxiv.org/pdf/1806.08756.pdf
colorization-pytorch 597 over 4 years ago : PyTorch reimplementation of Interactive Deep Colorization richzhang.github.io/ideepcolor
beauty-net 187 11 months ago : A simple, flexible, and extensible template for PyTorch. It's beautiful
OpenChem 669 10 months ago : OpenChem: Deep Learning toolkit for Computational Chemistry and Drug Design Research mariewelt.github.io/OpenChem
torchani 460 3 months ago : Accurate Neural Network Potential on PyTorch aiqm.github.io/torchani
PyTorch-LBFGS 581 over 1 year ago : A PyTorch implementation of L-BFGS
gpytorch 3,535 15 days ago : A highly efficient and modular implementation of Gaussian Processes in PyTorch
hessian 185 almost 4 years ago : hessian in pytorch
vel 276 almost 2 years ago : Velocity in deep-learning research
nonechucks 375 about 2 years ago : Skip bad items in your PyTorch DataLoader, use Transforms as Filters, and more!
torchstat 1,460 over 1 year ago : Model analyzer in PyTorch
QNNPACK 1,522 about 5 years ago : Quantized Neural Network PACKage - mobile-optimized implementation of quantized neural network operators
torchdiffeq 5,489 12 months ago : Differentiable ODE solvers with full GPU support and O(1)-memory backpropagation
redner 1,383 about 2 years ago : A differentiable Monte Carlo path tracer
pixyz 490 2 months ago : a library for developing deep generative models in a more concise, intuitive and extendable way
euclidesdb 631 almost 5 years ago : A multi-model machine learning feature embedding database
pytorch2keras 858 almost 2 years ago : Convert PyTorch dynamic graph to Keras model
salad 333 over 3 years ago : Semi-Supervised Learning and Domain Adaptation
netharn 39 almost 4 years ago : Parameterized fit and prediction harnesses for pytorch
dgl 13,381 11 days ago : Python package built to ease deep learning on graph, on top of existing DL frameworks.
gandissect 1,769 over 3 years ago : Pytorch-based tools for visualizing and understanding the neurons of a GAN. gandissect.csail.mit.edu
delira 220 almost 4 years ago : Lightweight framework for fast prototyping and training deep neural networks in medical imaging delira.rtfd.io
mushroom 805 about 1 month ago : Python library for Reinforcement Learning experiments
Xlearn 461 over 3 years ago : Transfer Learning Library
geoopt 837 5 months ago : Riemannian Adaptive Optimization Methods with pytorch optim
vegans : A library providing various existing GANs in PyTorch
torchgeometry 9,839 11 days ago : TGM: PyTorch Geometry
AdverTorch 1,291 about 1 year ago : A Toolbox for Adversarial Robustness (attack/defense/training) Research
AdaBound 2,904 about 1 year ago : An optimizer that trains as fast as Adam and as good as SGD.a
fenchel-young-losses 183 about 1 year ago : Probabilistic classification in PyTorch/TensorFlow/scikit-learn with Fenchel-Young losses
pytorch-OpCounter 4,842 3 months ago : Count the FLOPs of your PyTorch model
Tor10 60 over 5 years ago : A Generic Tensor-Network library that is designed for quantum simulation, base on the pytorch
Catalyst 3,279 7 months ago : High-level utils for PyTorch DL & RL research. It was developed with a focus on reproducibility, fast experimentation and code/ideas reusing. Being able to research/develop something new, rather than write another regular train loop
Ax 2,349 10 days ago : Adaptive Experimentation Platform
pywick 397 over 2 years ago : High-level batteries-included neural network training library for Pytorch
torchgpipe 804 2 months ago : A GPipe implementation in PyTorch torchgpipe.readthedocs.io
hub 1,390 6 months ago : Pytorch Hub is a pre-trained model repository designed to facilitate research reproducibility
pytorch-lightning 28,056 8 days ago : Rapid research framework for Pytorch. The researcher's version of keras
Tor10 60 over 5 years ago : A Generic Tensor-Network library that is designed for quantum simulation, base on the pytorch
tensorwatch 3,412 about 1 year ago : Debugging, monitoring and visualization for Deep Learning and Reinforcement Learning from Microsoft Research
wavetorch 516 over 4 years ago : Numerically solving and backpropagating through the wave equation arxiv.org/abs/1904.12831
diffdist 61 over 4 years ago : diffdist is a python library for pytorch. It extends the default functionality of torch.autograd and adds support for differentiable communication between processes
torchprof 608 over 3 years ago : A minimal dependency library for layer-by-layer profiling of Pytorch models
osqpth 58 almost 2 years ago : The differentiable OSQP solver layer for PyTorch
mctorch 233 about 3 years ago : A manifold optimization library for deep learning
pytorch-hessian-eigenthings 355 7 months ago : Efficient PyTorch Hessian eigendecomposition using the Hessian-vector product and stochastic power iteration
MinkowskiEngine 2,439 7 months ago : Minkowski Engine is an auto-diff library for generalized sparse convolutions and high-dimensional sparse tensors
pytorch-cpp-rl 511 over 4 years ago : PyTorch C++ Reinforcement Learning
pytorch-toolbelt 1,512 18 days ago : PyTorch extensions for fast R&D prototyping and Kaggle farming
argus-tensor-stream 377 over 1 year ago : A library for real-time video stream decoding to CUDA memory tensorstream.argus-ai.com
macarico 111 over 4 years ago : learning to search in pytorch
rlpyt 2,221 almost 4 years ago : Reinforcement Learning in PyTorch
pywarm 185 about 5 years ago : A cleaner way to build neural networks for PyTorch. blue-season.github.io/pywarm
learn2learn 2,631 4 months ago : PyTorch Meta-learning Framework for Researchers
torchbeast 737 about 3 years ago : A PyTorch Platform for Distributed RL
higher 1,581 over 2 years ago : higher is a pytorch library allowing users to obtain higher order gradients over losses spanning training loops rather than individual training steps
Torchelie 111 about 1 month ago : Torchélie is a set of utility functions, layers, losses, models, trainers and other things for PyTorch. torchelie.readthedocs.org
CrypTen 1,522 3 months ago : CrypTen is a Privacy Preserving Machine Learning framework written using PyTorch that allows researchers and developers to train models using encrypted data. CrypTen currently supports Secure multi-party computation as its encryption mechanism
cvxpylayers 1,788 about 2 months ago : cvxpylayers is a Python library for constructing differentiable convex optimization layers in PyTorch
RepDistiller 2,166 12 months ago : Contrastive Representation Distillation (CRD), and benchmark of recent knowledge distillation methods
kaolin 4,438 9 days ago : PyTorch library aimed at accelerating 3D deep learning research
PySNN 215 2 months ago : Efficient Spiking Neural Network framework, built on top of PyTorch for GPU acceleration
sparktorch 338 over 1 year ago : Train and run Pytorch models on Apache Spark
pytorch-metric-learning 5,957 24 days ago : The easiest way to use metric learning in your application. Modular, flexible, and extensible. Written in PyTorch
autonomous-learning-library 643 7 months ago : A PyTorch library for building deep reinforcement learning agents
flambe 261 about 1 month ago : An ML framework to accelerate research and its path to production. flambe.ai
pytorch-optimizer 3,020 7 months ago : Collections of modern optimization algorithms for PyTorch, includes: AccSGD, AdaBound, AdaMod, DiffGrad, Lamb, RAdam, RAdam, Yogi
PyTorch-VAE 6,499 4 months ago : A Collection of Variational Autoencoders (VAE) in PyTorch
ray 33,240 6 days ago : A fast and simple framework for building and running distributed applications. Ray is packaged with RLlib, a scalable reinforcement learning library, and Tune, a scalable hyperparameter tuning library. ray.io
Pytorch Geometric Temporal 2,628 4 months ago : A temporal extension library for PyTorch Geometric
Poutyne 570 3 months ago : A Keras-like framework for PyTorch that handles much of the boilerplating code needed to train neural networks
Pytorch-Toolbox 417 5 months ago : This is toolbox project for Pytorch. Aiming to make you write Pytorch code more easier, readable and concise
Pytorch-contrib 391 almost 4 years ago : It contains reviewed implementations of ideas from recent machine learning papers
EfficientNet PyTorch 7,874 over 2 years ago : It contains an op-for-op PyTorch reimplementation of EfficientNet, along with pre-trained models and examples
PyTorch/XLA 2,454 8 days ago : PyTorch/XLA is a Python package that uses the XLA deep learning compiler to connect the PyTorch deep learning framework and Cloud TPUs
webdataset 2,225 8 days ago : WebDataset is a PyTorch Dataset (IterableDataset) implementation providing efficient access to datasets stored in POSIX tar archives
volksdep 286 over 3 years ago : volksdep is an open-source toolbox for deploying and accelerating PyTorch, Onnx and Tensorflow models with TensorRT
PyTorch-StudioGAN 3,417 about 2 months ago : StudioGAN is a Pytorch library providing implementations of representative Generative Adversarial Networks (GANs) for conditional/unconditional image generation. StudioGAN aims to offer an identical playground for modern GANs so that machine learning researchers can readily compare and analyze a new idea
torchdrift 311 about 2 years ago : drift detection library
accelerate 7,739 17 days ago : A simple way to train and use PyTorch models with multi-GPU, TPU, mixed-precision
lightning-transformers 610 almost 2 years ago : Flexible interface for high-performance research using SOTA Transformers leveraging Pytorch Lightning, Transformers, and Hydra
Flower A unified approach to federated learning, analytics, and evaluation. It allows to federated any machine learning workload
lightning-flash 1,739 12 months ago : Flash is a collection of tasks for fast prototyping, baselining and fine-tuning scalable Deep Learning models, built on PyTorch Lightning
Pytorch Geometric Signed Directed 120 2 months ago : A signed and directed extension library for PyTorch Geometric
Koila 1,817 about 1 month ago : A simple wrapper around pytorch that prevents CUDA out of memory issues
Renate 278 12 days ago : A library for real-world continual learning

Awesome-Pytorch-list / Tutorials, books, & examples
DeepLearningForNLPInPytorch : An IPython Notebook tutorial on deep learning, with an emphasis on Natural Language Processing
pytorch-tutorial 29,893 about 1 year ago : tutorial for researchers to learn deep learning with pytorch
pytorch-exercises 95 over 7 years ago : pytorch-exercises collection
pytorch tutorials 8,126 10 days ago : Various pytorch tutorials
pytorch examples 22,265 16 days ago : A repository showcasing examples of using pytorch
pytorch practice 195 almost 3 years ago : Some example scripts on pytorch
pytorch mini tutorials 326 about 4 years ago : Minimal tutorials for PyTorch adapted from Alec Radford's Theano tutorials
pytorch text classification 66 over 7 years ago : A simple implementation of CNN based text classification in Pytorch
cats vs dogs 71 over 7 years ago : Example of network fine-tuning in pytorch for the kaggle competition Dogs vs. Cats Redux: Kernels Edition. Currently #27 (0.05074) on the leaderboard
convnet 345 over 3 years ago : This is a complete training example for Deep Convolutional Networks on various datasets (ImageNet, Cifar10, Cifar100, MNIST)
pytorch-generative-adversarial-networks 32 over 7 years ago : simple generative adversarial network (GAN) using PyTorch
pytorch containers 89 over 7 years ago : This repository aims to help former Torchies more seamlessly transition to the "Containerless" world of PyTorch by providing a list of PyTorch implementations of Torch Table Layers
T-SNE in pytorch 472 almost 2 years ago : t-SNE experiments in pytorch
AAE_pytorch 198 over 7 years ago : Adversarial Autoencoders (with Pytorch)
Kind_PyTorch_Tutorial 390 over 7 years ago : Kind PyTorch Tutorial for beginners
pytorch-poetry-gen 239 over 7 years ago : a char-RNN based on pytorch
pytorch-REINFORCE 264 over 7 years ago : PyTorch implementation of REINFORCE, This repo supports both continuous and discrete environments in OpenAI gym
https://morvanzhou.github.io/tutorials/ : Build your neural network easy and fast
pytorch-intro 37 over 7 years ago : A couple of scripts to illustrate how to do CNNs and RNNs in PyTorch
pytorch-classification 1,678 4 months ago : A unified framework for the image classification task on CIFAR-10/100 and ImageNet
pytorch_notebooks - hardmaru 384 over 6 years ago : Random tutorials created in NumPy and PyTorch
pytorch_tutoria-quick 109 about 5 years ago : Quick PyTorch introduction and tutorial. Targets computer vision, graphics and machine learning researchers eager to try a new framework
Pytorch_fine_tuning_Tutorial 278 about 6 years ago : A short tutorial on performing fine tuning or transfer learning in PyTorch
pytorch_exercises 315 about 7 years ago : pytorch-exercises
traffic-sign-detection 51 almost 6 years ago : nyu-cv-fall-2017 example
mss_pytorch 172 almost 6 years ago : Singing Voice Separation via Recurrent Inference and Skip-Filtering Connections - PyTorch Implementation. Demo: js-mim.github.io/mss_pytorch
DeepNLP-models-Pytorch 2,953 almost 5 years ago Pytorch implementations of various Deep NLP models in cs-224n(Stanford Univ: NLP with Deep Learning)
Mila introductory tutorials 986 over 6 years ago : Various tutorials given for welcoming new students at MILA
pytorch.rl.learning 65 about 5 years ago : for learning reinforcement learning using PyTorch
minimal-seq2seq 689 almost 4 years ago : Minimal Seq2Seq model with Attention for Neural Machine Translation in PyTorch
tensorly-notebooks 425 over 1 year ago : Tensor methods in Python with TensorLy tensorly.github.io/dev
pytorch_bits 79 over 6 years ago : time-series prediction related examples
skip-thoughts 226 over 6 years ago : An implementation of Skip-Thought Vectors in PyTorch
video-caption-pytorch 401 about 5 years ago : pytorch code for video captioning
Capsule-Network-Tutorial 763 about 5 years ago : Pytorch easy-to-follow Capsule Network tutorial
code-of-learn-deep-learning-with-pytorch 2,794 7 months ago : This is code of book "Learn Deep Learning with PyTorch" item.jd.com/17915495606.html
RL-Adventure 3,019 almost 3 years ago : Pytorch easy-to-follow step-by-step Deep Q Learning tutorial with clean readable code
accelerated_dl_pytorch 127 over 6 years ago : Accelerated Deep Learning with PyTorch at Jupyter Day Atlanta II
RL-Adventure-2 3,289 4 months ago : PyTorch4 tutorial of: actor critic / proximal policy optimization / acer / ddpg / twin dueling ddpg / soft actor critic / generative adversarial imitation learning / hindsight experience replay
Generative Adversarial Networks (GANs) in 50 lines of code (PyTorch)
adversarial-autoencoders-with-pytorch
transfer learning using pytorch
how-to-implement-a-yolo-object-detector-in-pytorch
pytorch-for-recommenders-101
pytorch-for-numpy-users 684 over 1 year ago
PyTorch Tutorial : PyTorch Tutorials in Chinese
grokking-pytorch 1,191 about 3 years ago : The Hitchiker's Guide to PyTorch
PyTorch-Deep-Learning-Minicourse 6,673 25 days ago : Minicourse in Deep Learning with PyTorch
pytorch-custom-dataset-examples 862 over 4 years ago : Some custom dataset examples for PyTorch
Multiplicative LSTM for sequence-based Recommenders
deeplearning.ai-pytorch 149 almost 4 years ago : PyTorch Implementations of Coursera's Deep Learning(deeplearning.ai) Specialization
MNIST_Pytorch_python_and_capi 96 almost 6 years ago : This is an example of how to train a MNIST network in Python and run it in c++ with pytorch 1.0
torch_light 535 almost 4 years ago : Tutorials and examples include Reinforcement Training, NLP, CV
portrain-gan 40 almost 6 years ago : torch code to decode (and almost encode) latents from art-DCGAN's Portrait GAN
mri-analysis-pytorch 63 almost 6 years ago : MRI analysis using PyTorch and MedicalTorch
cifar10-fast 531 almost 3 years ago : Demonstration of training a small ResNet on CIFAR10 to 94% test accuracy in 79 seconds as described in this
Intro to Deep Learning with PyTorch : A free course by Udacity and facebook, with a good intro to PyTorch, and an interview with Soumith Chintala, one of the original authors of PyTorch
pytorch-sentiment-analysis 4,342 6 months ago : Tutorials on getting started with PyTorch and TorchText for sentiment analysis
pytorch-image-models 31,573 13 days ago : PyTorch image models, scripts, pretrained weights -- (SE)ResNet/ResNeXT, DPN, EfficientNet, MobileNet-V3/V2/V1, MNASNet, Single-Path NAS, FBNet, and more
CIFAR-ZOO 698 over 3 years ago : Pytorch implementation for multiple CNN architectures and improve methods with state-of-the-art results
d2l-pytorch 4,228 2 months ago : This is an attempt to modify Dive into Deep Learning, Berkeley STAT 157 (Spring 2019) textbook's code into PyTorch
thinking-in-tensors-writing-in-pytorch 329 almost 2 years ago : Thinking in tensors, writing in PyTorch (a hands-on deep learning intro)
NER-BERT-pytorch 434 over 1 year ago : PyTorch solution of named entity recognition task Using Google AI's pre-trained BERT model
pytorch-sync-batchnorm-example 247 over 5 years ago : How to use Cross Replica / Synchronized Batchnorm in Pytorch
SentimentAnalysis 363 over 1 year ago : Sentiment analysis neural network trained by fine tuning BERT on the Stanford Sentiment Treebank, thanks to 's Transformers library
pytorch-cpp 1,943 5 months ago : C++ implementations of PyTorch tutorials for deep learning researchers (based on the Python tutorials from )
Deep Learning with PyTorch: Zero to GANs : Interactive and coding-focused tutorial series on introduction to Deep Learning with PyTorch ( )
Deep Learning with PyTorch : Deep Learning with PyTorch teaches you how to implement deep learning algorithms with Python and PyTorch, the book includes a case study: building an algorithm capable of detecting malignant lung tumors using CT scans
Serverless Machine Learning in Action with PyTorch and AWS : Serverless Machine Learning in Action is a guide to bringing your experimental PyTorch machine learning code to production using serverless capabilities from major cloud providers like AWS, Azure, or GCP
LabML NN 54,277 about 1 month ago : A collection of PyTorch implementations of neural networks architectures and algorithms with side-by-side notes
Run your PyTorch Example Fedarated with Flower 4,925 4 days ago : This example demonstrates how an already existing centralized PyTorch machine learning project can be federated with Flower. A Cifar-10 dataset is used together with a convolutional neural network (CNN)

Awesome-Pytorch-list / Paper implementations
google_evolution 53 over 7 years ago : This implements one of result networks from Large-scale evolution of image classifiers by Esteban Real, et. al
pyscatwave 297 over 4 years ago : Fast Scattering Transform with CuPy/PyTorch,read the paper
scalingscattering 81 almost 7 years ago : Scaling The Scattering Transform : Deep Hybrid Networks
deep-auto-punctuation 141 almost 4 years ago : a pytorch implementation of auto-punctuation learned character by character
Realtime_Multi-Person_Pose_Estimation 1,361 over 1 year ago : This is a pytorch version of Realtime_Multi-Person_Pose_Estimation, origin code is
PyTorch-value-iteration-networks 79 over 7 years ago : PyTorch implementation of the Value Iteration Networks (NIPS '16) paper
pytorch_Highway 82 over 7 years ago : Highway network implemented in pytorch
pytorch_NEG_loss 125 about 7 years ago : NEG loss implemented in pytorch
pytorch_RVAE 357 over 7 years ago : Recurrent Variational Autoencoder that generates sequential data implemented in pytorch
pytorch_TDNN 82 over 7 years ago : Time Delayed NN implemented in pytorch
eve.pytorch 33 almost 3 years ago : An implementation of Eve Optimizer, proposed in Imploving Stochastic Gradient Descent with Feedback, Koushik and Hayashi, 2016
e2e-model-learning 198 almost 4 years ago : Task-based end-to-end model learning
pix2pix-pytorch 422 almost 6 years ago : PyTorch implementation of "Image-to-Image Translation Using Conditional Adversarial Networks"
Single Shot MultiBox Detector 5,121 almost 3 years ago : A PyTorch Implementation of Single Shot MultiBox Detector
DiscoGAN 1,085 over 6 years ago : PyTorch implementation of "Learning to Discover Cross-Domain Relations with Generative Adversarial Networks"
official DiscoGAN implementation 773 over 3 years ago : Official implementation of "Learning to Discover Cross-Domain Relations with Generative Adversarial Networks"
pytorch-es 347 about 7 years ago : This is a PyTorch implementation of
piwise 385 almost 6 years ago : Pixel-wise segmentation on VOC2012 dataset using pytorch
pytorch-dqn 386 almost 7 years ago : Deep Q-Learning Network in pytorch
neuraltalk2-pytorch 1,436 about 1 year ago : image captioning model in pytorch(finetunable cnn in branch with_finetune)
vnet.pytorch 688 about 6 years ago : A Pytorch implementation for V-Net: Fully Convolutional Neural Networks for Volumetric Medical Image Segmentation
pytorch-fcn 1,743 over 1 year ago : PyTorch implementation of Fully Convolutional Networks
WideResNets 332 over 3 years ago : WideResNets for CIFAR10/100 implemented in PyTorch. This implementation requires less GPU memory than what is required by the official Torch implementation:
pytorch_highway_networks 56 over 7 years ago : Highway networks implemented in PyTorch
pytorch-NeuCom 94 almost 7 years ago : Pytorch implementation of DeepMind's differentiable neural computer paper
captionGen 128 over 7 years ago : Generate captions for an image using PyTorch
AnimeGAN 1,276 about 2 years ago : A simple PyTorch Implementation of Generative Adversarial Networks, focusing on anime face drawing
Cnn-text classification 1,017 over 1 year ago : This is the implementation of Kim's Convolutional Neural Networks for Sentence Classification paper in PyTorch
deepspeech2 2,098 almost 2 years ago : Implementation of DeepSpeech2 using Baidu Warp-CTC. Creates a network based on the DeepSpeech2 architecture, trained with the CTC activation function
seq2seq 734 over 2 years ago : This repository contains implementations of Sequence to Sequence (Seq2Seq) models in PyTorch
Asynchronous Advantage Actor-Critic in PyTorch 38 over 7 years ago : This is PyTorch implementation of A3C as described in Asynchronous Methods for Deep Reinforcement Learning. Since PyTorch has a easy method to control shared memory within multiprocess, we can easily implement asynchronous method like A3C
densenet 823 about 6 years ago : This is a PyTorch implementation of the DenseNet-BC architecture as described in the paper Densely Connected Convolutional Networks by G. Huang, Z. Liu, K. Weinberger, and L. van der Maaten. This implementation gets a CIFAR-10+ error rate of 4.77 with a 100-layer DenseNet-BC with a growth rate of 12. Their official implementation and links to many other third-party implementations are available in the liuzhuang13/DenseNet repo on GitHub
nninit 70 over 7 years ago : Weight initialization schemes for PyTorch nn.Modules. This is a port of the popular nninit for Torch7 by @kaixhin
faster rcnn 1,709 about 3 years ago : This is a PyTorch implementation of Faster RCNN. This project is mainly based on py-faster-rcnn and TFFRCNN.For details about R-CNN please refer to the paper Faster R-CNN: Towards Real-Time Object Detection with Region Proposal Networks by Shaoqing Ren, Kaiming He, Ross Girshick, Jian Sun
doomnet 132 over 2 years ago : PyTorch's version of Doom-net implementing some RL models in ViZDoom environment
flownet 842 6 months ago : Pytorch implementation of FlowNet by Dosovitskiy et al
sqeezenet 91 over 4 years ago : Implementation of Squeezenet in pytorch, #### pretrained models on CIFAR10 data to come Plan to train the model on cifar 10 and add block connections too
WassersteinGAN 3,204 almost 6 years ago : wassersteinGAN in pytorch
optnet 507 over 4 years ago : This repository is by Brandon Amos and J. Zico Kolter and contains the PyTorch source code to reproduce the experiments in our paper OptNet: Differentiable Optimization as a Layer in Neural Networks
qp solver 673 about 1 month ago : A fast and differentiable QP solver for PyTorch. Crafted by Brandon Amos and J. Zico Kolter
Continuous Deep Q-Learning with Model-based Acceleration 307 over 3 years ago : Reimplementation of Continuous Deep Q-Learning with Model-based Acceleration
Learning to learn by gradient descent by gradient descent 309 about 6 years ago : PyTorch implementation of Learning to learn by gradient descent by gradient descent
fast-neural-style 425 2 months ago : pytorch implementation of fast-neural-style, The model uses the method described in along with Instance Normalization
PytorchNeuralStyleTransfer 422 over 3 years ago : Implementation of Neural Style Transfer in Pytorch
Fast Neural Style for Image Style Transform by Pytorch 82 over 2 years ago : Fast Neural Style for Image Style Transform by Pytorch
neural style transfer 136 almost 6 years ago : An introduction to PyTorch through the Neural-Style algorithm ( ) developed by Leon A. Gatys, Alexander S. Ecker and Matthias Bethge
VIN_PyTorch_Visdom 225 over 7 years ago : PyTorch implementation of Value Iteration Networks (VIN): Clean, Simple and Modular. Visualization in Visdom
YOLO2 1,545 about 3 years ago : YOLOv2 in PyTorch
attention-transfer 1,437 about 6 years ago : Attention transfer in pytorch, read the paper
SVHNClassifier 198 over 3 years ago : A PyTorch implementation of
pytorch-deform-conv 912 about 3 years ago : PyTorch implementation of Deformable Convolution
BEGAN-pytorch 262 over 7 years ago : PyTorch implementation of : Boundary Equilibrium Generative Adversarial Networks
treelstm.pytorch 550 about 5 years ago : Tree LSTM implementation in PyTorch
AGE 285 over 6 years ago : Code for paper "Adversarial Generator-Encoder Networks" by Dmitry Ulyanov, Andrea Vedaldi and Victor Lempitsky which can be found
ResNeXt.pytorch 506 about 4 years ago : Reproduces ResNet-V3 (Aggregated Residual Transformations for Deep Neural Networks) with pytorch
pytorch-rl 798 about 4 years ago : Deep Reinforcement Learning with pytorch & visdom
Deep-Leafsnap 50 almost 7 years ago : LeafSnap replicated using deep neural networks to test accuracy compared to traditional computer vision methods
pytorch-CycleGAN-and-pix2pix 22,791 5 months ago : PyTorch implementation for both unpaired and paired image-to-image translation
A3C-PyTorch 114 over 7 years ago :PyTorch implementation of Advantage async actor-critic Algorithms (A3C) in PyTorch
pytorch-value-iteration-networks 316 about 4 years ago : Pytorch implementation of Value Iteration Networks (NIPS 2016 best paper)
PyTorch-Style-Transfer 975 over 2 years ago : PyTorch Implementation of Multi-style Generative Network for Real-time Transfer
pytorch-deeplab-resnet 602 about 1 year ago : pytorch-deeplab-resnet-model
pointnet.pytorch 2,117 over 1 year ago : pytorch implementation for "PointNet: Deep Learning on Point Sets for 3D Classification and Segmentation"
pytorch-dnc 278 over 6 years ago : Neural Turing Machine (NTM) & Differentiable Neural Computer (DNC) with pytorch & visdom
pytorch_image_classifier 113 about 4 years ago : Minimal But Practical Image Classifier Pipline Using Pytorch, Finetune on ResNet18, Got 99% Accuracy on Own Small Datasets
mnist-svhn-transfer 431 over 7 years ago : PyTorch Implementation of CycleGAN and SGAN for Domain Transfer (Minimal)
pytorch-yolo2 : pytorch-yolo2
dni 118 almost 7 years ago : Implement Decoupled Neural Interfaces using Synthetic Gradients in Pytorch
wgan-gp 1,507 about 1 year ago : A pytorch implementation of Paper "Improved Training of Wasserstein GANs"
pytorch-seq2seq-intent-parsing 159 over 7 years ago : Intent parsing and slot filling in PyTorch with seq2seq + attention
pyTorch_NCE 45 about 5 years ago : An implementation of the Noise Contrastive Estimation algorithm for pyTorch. Working, yet not very efficient
molencoder 86 over 4 years ago : Molecular AutoEncoder in PyTorch
GAN-weight-norm 181 over 6 years ago : Code for "On the Effects of Batch and Weight Normalization in Generative Adversarial Networks"
lgamma 24 about 7 years ago : Implementations of polygamma, lgamma, and beta functions for PyTorch
bigBatch 148 over 7 years ago : Code used to generate the results appearing in "Train longer, generalize better: closing the generalization gap in large batch training of neural networks"
rl_a3c_pytorch 563 over 1 year ago : Reinforcement learning with implementation of A3C LSTM for Atari 2600
pytorch-retraining 170 about 4 years ago : Transfer Learning Shootout for PyTorch's model zoo (torchvision)
nmp_qc 334 over 4 years ago : Neural Message Passing for Computer Vision
grad-cam 10,272 about 1 month ago : Pytorch implementation of Grad-CAM
pytorch-trpo : PyTorch Implementation of Trust Region Policy Optimization (TRPO)
pytorch-explain-black-box 334 almost 3 years ago : PyTorch implementation of Interpretable Explanations of Black Boxes by Meaningful Perturbation
vae_vpflows 90 over 7 years ago : Code in PyTorch for the convex combination linear IAF and the Householder Flow, J.M. Tomczak & M. Welling
relational-networks 811 almost 2 years ago : Pytorch implementation of "A simple neural network module for relational reasoning" (Relational Networks)
vqa.pytorch 715 almost 5 years ago : Visual Question Answering in Pytorch
end-to-end-negotiator 1,376 over 4 years ago : Deal or No Deal? End-to-End Learning for Negotiation Dialogues
odin-pytorch 199 over 7 years ago : Principled Detection of Out-of-Distribution Examples in Neural Networks
FreezeOut 211 about 6 years ago : Accelerate Neural Net Training by Progressively Freezing Layers
ARAE 400 over 4 years ago : Code for the paper "Adversarially Regularized Autoencoders for Generating Discrete Structures" by Zhao, Kim, Zhang, Rush and LeCun
forward-thinking-pytorch 65 over 7 years ago : Pytorch implementation of "Forward Thinking: Building and Training Neural Networks One Layer at a Time"
context_encoder_pytorch 363 almost 5 years ago : PyTorch Implement of Context Encoders
attention-is-all-you-need-pytorch 8,776 6 months ago : A PyTorch implementation of the Transformer model in "Attention is All You Need"
OpenFacePytorch 182 over 4 years ago : PyTorch module to use OpenFace's nn4.small2.v1.t7 model
neural-combinatorial-rl-pytorch 552 over 6 years ago : PyTorch implementation of Neural Combinatorial Optimization with Reinforcement Learning
pytorch-nec 0 9 months ago : PyTorch Implementation of Neural Episodic Control (NEC)
seq2seq.pytorch 521 almost 5 years ago : Sequence-to-Sequence learning using PyTorch
Pytorch-Sketch-RNN 184 over 5 years ago : a pytorch implementation of arxiv.org/abs/1704.03477
pytorch-pruning 873 about 5 years ago : PyTorch Implementation of [1611.06440] Pruning Convolutional Neural Networks for Resource Efficient Inference
DrQA 401 over 2 years ago : A pytorch implementation of Reading Wikipedia to Answer Open-Domain Questions
YellowFin_Pytorch 287 over 5 years ago : auto-tuning momentum SGD optimizer
samplernn-pytorch 285 over 1 year ago : PyTorch implementation of SampleRNN: An Unconditional End-to-End Neural Audio Generation Model
AEGeAN 37 7 months ago : Deeper DCGAN with AE stabilization
/pytorch-SRResNet 477 over 6 years ago : pytorch implementation for Photo-Realistic Single Image Super-Resolution Using a Generative Adversarial Network arXiv:1609.04802v2
vsepp 488 almost 3 years ago : Code for the paper "VSE++: Improved Visual Semantic Embeddings"
Pytorch-DPPO 180 over 6 years ago : Pytorch implementation of Distributed Proximal Policy Optimization: arxiv.org/abs/1707.02286
UNIT 1,982 about 3 years ago : PyTorch Implementation of our Coupled VAE-GAN algorithm for Unsupervised Image-to-Image Translation
efficient_densenet_pytorch 1,514 over 1 year ago : A memory-efficient implementation of DenseNets
tsn-pytorch 1,062 over 5 years ago : Temporal Segment Networks (TSN) in PyTorch
SMASH 488 about 7 years ago : An experimental technique for efficiently exploring neural architectures
pytorch-retinanet 992 over 5 years ago : RetinaNet in PyTorch
biogans 95 almost 7 years ago : Implementation supporting the ICCV 2017 paper "GANs for Biological Image Synthesis"
Semantic Image Synthesis via Adversarial Learning 145 about 7 years ago : A PyTorch implementation of the paper "Semantic Image Synthesis via Adversarial Learning" in ICCV 2017
fmpytorch 173 over 6 years ago : A PyTorch implementation of a Factorization Machine module in cython
ORN 223 about 2 years ago : A PyTorch implementation of the paper "Oriented Response Networks" in CVPR 2017
pytorch-maml 553 about 6 years ago : PyTorch implementation of MAML: arxiv.org/abs/1703.03400
pytorch-generative-model-collections 2,594 over 4 years ago : Collection of generative models in Pytorch version
vqa-winner-cvprw-2017 165 over 5 years ago : Pytorch Implementation of winner from VQA Chllange Workshop in CVPR'17
tacotron_pytorch 306 about 5 years ago : PyTorch implementation of Tacotron speech synthesis model
pspnet-pytorch 584 almost 7 years ago : PyTorch implementation of PSPNet segmentation network
LM-LSTM-CRF 846 over 2 years ago : Empower Sequence Labeling with Task-Aware Language Model
face-alignment 7,021 about 1 month ago : Pytorch implementation of the paper "How far are we from solving the 2D & 3D Face Alignment problem? (and a dataset of 230,000 3D facial landmarks)", ICCV 2017
DepthNet 118 about 5 years ago : PyTorch DepthNet Training on Still Box dataset
EDSR-PyTorch 2,431 almost 2 years ago : PyTorch version of the paper 'Enhanced Deep Residual Networks for Single Image Super-Resolution' (CVPRW 2017)
e2c-pytorch 43 about 7 years ago : Embed to Control implementation in PyTorch
3D-ResNets-PyTorch 3,874 over 3 years ago : 3D ResNets for Action Recognition
bandit-nmt 136 over 6 years ago : This is code repo for our EMNLP 2017 paper "Reinforcement Learning for Bandit Neural Machine Translation with Simulated Human Feedback", which implements the A2C algorithm on top of a neural encoder-decoder model and benchmarks the combination under simulated noisy rewards
pytorch-a2c-ppo-acktr 3,567 over 2 years ago : PyTorch implementation of Advantage Actor Critic (A2C), Proximal Policy Optimization (PPO) and Scalable trust-region method for deep reinforcement learning using Kronecker-factored approximation (ACKTR)
zalando-pytorch 31 about 7 years ago : Various experiments on the dataset from Zalando
sphereface_pytorch 714 over 2 years ago : A PyTorch Implementation of SphereFace
Categorical DQN 96 over 6 years ago : A PyTorch Implementation of Categorical DQN from
pytorch-ntm 583 over 6 years ago : pytorch ntm implementation
mask_rcnn_pytorch : Mask RCNN in PyTorch
graph_convnets_pytorch 291 almost 7 years ago : PyTorch implementation of graph ConvNets, NIPS’16
pytorch-faster-rcnn 1,817 almost 4 years ago : A pytorch implementation of faster RCNN detection framework based on Xinlei Chen's tf-faster-rcnn
torchMoji 914 8 months ago : A pyTorch implementation of the DeepMoji model: state-of-the-art deep learning model for analyzing sentiment, emotion, sarcasm etc
semantic-segmentation-pytorch 4,918 9 months ago : Pytorch implementation for Semantic Segmentation/Scene Parsing on
pytorch-qrnn 1,260 over 2 years ago : PyTorch implementation of the Quasi-Recurrent Neural Network - up to 16 times faster than NVIDIA's cuDNN LSTM
pytorch-sgns 302 over 3 years ago : Skipgram Negative Sampling in PyTorch
SfmLearner-Pytorch 1,010 over 1 year ago : Pytorch version of SfmLearner from Tinghui Zhou et al
deformable-convolution-pytorch 409 over 5 years ago : PyTorch implementation of Deformable Convolution
skip-gram-pytorch 187 almost 7 years ago : A complete pytorch implementation of skipgram model (with subsampling and negative sampling). The embedding result is tested with Spearman's rank correlation
stackGAN-v2 842 over 4 years ago : Pytorch implementation for reproducing StackGAN_v2 results in the paper StackGAN++: Realistic Image Synthesis with Stacked Generative Adversarial Networks by Han Zhang*, Tao Xu*, Hongsheng Li, Shaoting Zhang, Xiaogang Wang, Xiaolei Huang, Dimitris Metaxas
self-critical.pytorch 993 about 1 year ago : Unofficial pytorch implementation for Self-critical Sequence Training for Image Captioning
pygcn 5,157 about 4 years ago : Graph Convolutional Networks in PyTorch
dnc 333 2 months ago : Differentiable Neural Computers, for Pytorch
prog_gans_pytorch_inference 321 almost 7 years ago : PyTorch inference for "Progressive Growing of GANs" with CelebA snapshot
pytorch-capsule 632 over 6 years ago : Pytorch implementation of Hinton's Dynamic Routing Between Capsules
PyramidNet-PyTorch 271 about 4 years ago : A PyTorch implementation for PyramidNets (Deep Pyramidal Residual Networks, arxiv.org/abs/1610.02915)
radio-transformer-networks 126 almost 7 years ago : A PyTorch implementation of Radio Transformer Networks from the paper "An Introduction to Deep Learning for the Physical Layer". arxiv.org/abs/1702.00832
honk 510 over 1 year ago : PyTorch reimplementation of Google's TensorFlow CNNs for keyword spotting
DeepCORAL 226 over 3 years ago : A PyTorch implementation of 'Deep CORAL: Correlation Alignment for Deep Domain Adaptation.', ECCV 2016
pytorch-pose 1,102 almost 3 years ago : A PyTorch toolkit for 2D Human Pose Estimation
lang-emerge-parlai 105 over 5 years ago : Implementation of EMNLP 2017 Paper "Natural Language Does Not Emerge 'Naturally' in Multi-Agent Dialog" using PyTorch and ParlAI
Rainbow 1,567 over 2 years ago : Rainbow: Combining Improvements in Deep Reinforcement Learning
pytorch_compact_bilinear_pooling v1 252 about 2 years ago : This repository has a pure Python implementation of Compact Bilinear Pooling and Count Sketch for PyTorch
CompactBilinearPooling-Pytorch v2 182 about 3 years ago : (Yang Gao, et al.) A Pytorch Implementation for Compact Bilinear Pooling
FewShotLearning 255 about 7 years ago : Pytorch implementation of the paper "Optimization as a Model for Few-Shot Learning"
meProp 110 over 2 years ago : Codes for "meProp: Sparsified Back Propagation for Accelerated Deep Learning with Reduced Overfitting"
SFD_pytorch 230 almost 5 years ago : A PyTorch Implementation of Single Shot Scale-invariant Face Detector
GradientEpisodicMemory 392 almost 6 years ago : Continuum Learning with GEM: Gradient Episodic Memory
DeblurGAN 2,497 almost 5 years ago : Pytorch implementation of the paper DeblurGAN: Blind Motion Deblurring Using Conditional Adversarial Networks
StarGAN 5,218 over 3 years ago : StarGAN: Unified Generative Adversarial Networks for Multi-Domain Image-to-Image Tranlsation
CapsNet-pytorch 489 over 3 years ago : PyTorch implementation of NIPS 2017 paper Dynamic Routing Between Capsules
CondenseNet 694 almost 5 years ago : CondenseNet: An Efficient DenseNet using Learned Group Convolutions
deep-image-prior 7,842 over 1 year ago : Image restoration with neural networks but without learning
deep-head-pose 1,569 over 1 year ago : Deep Learning Head Pose Estimation using PyTorch
Random-Erasing 721 11 months ago : This code has the source code for the paper "Random Erasing Data Augmentation"
FaderNetworks 761 about 3 years ago : Fader Networks: Manipulating Images by Sliding Attributes - NIPS 2017
FlowNet 2.0 3,123 over 1 year ago : FlowNet 2.0: Evolution of Optical Flow Estimation with Deep Networks
pix2pixHD 6,623 over 1 year ago : Synthesizing and manipulating 2048x1024 images with conditional GANs tcwang0509.github.io/pix2pixHD
pytorch-smoothgrad 164 over 3 years ago : SmoothGrad implementation in PyTorch
RetinaNet 299 about 6 years ago : An implementation of RetinaNet in PyTorch
faster-rcnn.pytorch 7,665 over 2 years ago : This project is a faster faster R-CNN implementation, aimed to accelerating the training of faster R-CNN object detection models
mixup_pytorch 122 over 6 years ago : A PyTorch implementation of the paper Mixup: Beyond Empirical Risk Minimization in PyTorch
inplace_abn 1,317 about 2 months ago : In-Place Activated BatchNorm for Memory-Optimized Training of DNNs
pytorch-pose-hg-3d 615 over 1 year ago : PyTorch implementation for 3D human pose estimation
nmn-pytorch 108 almost 7 years ago : Neural Module Network for VQA in Pytorch
bytenet 47 almost 7 years ago : Pytorch implementation of bytenet from "Neural Machine Translation in Linear Time" paper
bottom-up-attention-vqa 750 7 months ago : vqa, bottom-up-attention, pytorch
yolo2-pytorch 438 over 6 years ago : The YOLOv2 is one of the most popular one-stage object detector. This project adopts PyTorch as the developing framework to increase productivity, and utilize ONNX to convert models into Caffe 2 to benifit engineering deployment
reseg-pytorch 45 over 6 years ago : PyTorch Implementation of ReSeg (arxiv.org/pdf/1511.07053.pdf)
binary-stochastic-neurons 56 over 6 years ago : Binary Stochastic Neurons in PyTorch
pytorch-pose-estimation 159 almost 7 years ago : PyTorch Implementation of Realtime Multi-Person Pose Estimation project
interaction_network_pytorch 130 almost 7 years ago : Pytorch Implementation of Interaction Networks for Learning about Objects, Relations and Physics
NoisyNaturalGradient 121 about 6 years ago : Pytorch Implementation of paper "Noisy Natural Gradient as Variational Inference"
ewc.pytorch 233 over 5 years ago : An implementation of Elastic Weight Consolidation (EWC), proposed in James Kirkpatrick et al. Overcoming catastrophic forgetting in neural networks 2016(10.1073/pnas.1611835114)
pytorch-zssr 201 over 6 years ago : PyTorch implementation of 1712.06087 "Zero-Shot" Super-Resolution using Deep Internal Learning
deep_image_prior 212 over 4 years ago : An implementation of image reconstruction methods from Deep Image Prior (Ulyanov et al., 2017) in PyTorch
pytorch-transformer 239 over 3 years ago : pytorch implementation of Attention is all you need
DeepRL-Grounding 237 over 6 years ago : This is a PyTorch implementation of the AAAI-18 paper Gated-Attention Architectures for Task-Oriented Language Grounding
deep-forecast-pytorch 177 over 6 years ago : Wind Speed Prediction using LSTMs in PyTorch (arxiv.org/pdf/1707.08110.pdf)
cat-net 52 about 5 years ago : Canonical Appearance Transformations
minimal_glo 120 over 6 years ago : Minimal PyTorch implementation of Generative Latent Optimization from the paper "Optimizing the Latent Space of Generative Networks"
LearningToCompare-Pytorch 250 over 6 years ago : Pytorch Implementation for Paper: Learning to Compare: Relation Network for Few-Shot Learning
poincare-embeddings 1,670 2 months ago : PyTorch implementation of the NIPS-17 paper "Poincaré Embeddings for Learning Hierarchical Representations"
pytorch-trpo(Hessian-vector product version) 431 about 6 years ago : This is a PyTorch implementation of "Trust Region Policy Optimization (TRPO)" with exact Hessian-vector product instead of finite differences approximation
ggnn.pytorch 460 about 5 years ago : A PyTorch Implementation of Gated Graph Sequence Neural Networks (GGNN)
visual-interaction-networks-pytorch 166 over 6 years ago : This's an implementation of deepmind Visual Interaction Networks paper using pytorch
adversarial-patch 197 over 2 years ago : PyTorch implementation of adversarial patch
Prototypical-Networks-for-Few-shot-Learning-PyTorch 976 over 2 years ago : Implementation of Prototypical Networks for Few Shot Learning (arxiv.org/abs/1703.05175) in Pytorch
Visual-Feature-Attribution-Using-Wasserstein-GANs-Pytorch 93 over 1 year ago : Implementation of Visual Feature Attribution using Wasserstein GANs (arxiv.org/abs/1711.08998) in PyTorch
PhotographicImageSynthesiswithCascadedRefinementNetworks-Pytorch 65 over 6 years ago : Photographic Image Synthesis with Cascaded Refinement Networks - Pytorch Implementation
ENAS-pytorch 2,695 about 1 year ago : PyTorch implementation of "Efficient Neural Architecture Search via Parameters Sharing"
Neural-IMage-Assessment 524 almost 3 years ago : A PyTorch Implementation of Neural IMage Assessment
proxprop 40 over 5 years ago : Proximal Backpropagation - a neural network training algorithm that takes implicit instead of explicit gradient steps
FastPhotoStyle 11,137 over 1 year ago : A Closed-form Solution to Photorealistic Image Stylization
Deep-Image-Analogy-PyTorch 182 almost 3 years ago : A python implementation of Deep-Image-Analogy based on pytorch
Person-reID_pytorch 4,082 10 days ago : PyTorch for Person re-ID
pt-dilate-rnn 211 over 5 years ago : Dilated RNNs in pytorch
pytorch-i-revnet 389 over 3 years ago : Pytorch implementation of i-RevNets
OrthNet 31 over 6 years ago : TensorFlow and PyTorch layers for generating Orthogonal Polynomials
DRRN-pytorch 195 over 6 years ago : An implementation of Deep Recursive Residual Network for Super Resolution (DRRN), CVPR 2017
shampoo.pytorch 73 over 6 years ago : An implementation of shampoo
Neural-IMage-Assessment 2 330 over 2 years ago : A PyTorch Implementation of Neural IMage Assessment
TCN 4,123 over 2 years ago : Sequence modeling benchmarks and temporal convolutional networks locuslab/TCN
DCC 208 about 3 years ago : This repository contains the source code and data for reproducing results of Deep Continuous Clustering paper
packnet 229 almost 6 years ago : Code for PackNet: Adding Multiple Tasks to a Single Network by Iterative Pruning arxiv.org/abs/1711.05769
PyTorch-progressive_growing_of_gans 580 over 6 years ago : PyTorch implementation of Progressive Growing of GANs for Improved Quality, Stability, and Variation
nonauto-nmt 269 over 2 years ago : PyTorch Implementation of "Non-Autoregressive Neural Machine Translation"
PyTorch-GAN 16,280 4 months ago : PyTorch implementations of Generative Adversarial Networks
PyTorchWavelets 303 over 2 years ago : PyTorch implementation of the wavelet analysis found in Torrence and Compo (1998)
pytorch-made 537 almost 6 years ago : MADE (Masked Autoencoder Density Estimation) implementation in PyTorch
VRNN 282 almost 3 years ago : Pytorch implementation of the Variational RNN (VRNN), from A Recurrent Latent Variable Model for Sequential Data
flow 54 over 5 years ago : Pytorch implementation of ICLR 2018 paper Deep Learning for Physical Processes: Integrating Prior Scientific Knowledge
deepvoice3_pytorch 1,963 10 months ago : PyTorch implementation of convolutional networks-based text-to-speech synthesis models
psmm 50 over 6 years ago : imlementation of the the Pointer Sentinel Mixture Model, as described in the paper by Stephen Merity et al
tacotron2 5,058 4 months ago : Tacotron 2 - PyTorch implementation with faster-than-realtime inference
AccSGD 212 over 6 years ago : Implements pytorch code for the Accelerated SGD algorithm
QANet-pytorch 345 over 2 years ago : an implementation of QANet with PyTorch (EM/F1 = 70.5/77.2 after 20 epoches for about 20 hours on one 1080Ti card.)
ConvE 673 6 months ago : Convolutional 2D Knowledge Graph Embeddings
Structured-Self-Attention 494 about 5 years ago : Implementation for the paper A Structured Self-Attentive Sentence Embedding, which is published in ICLR 2017: arxiv.org/abs/1703.03130
graphsage-simple 989 over 4 years ago : Simple reference implementation of GraphSAGE
Detectron.pytorch 2,820 about 5 years ago : A pytorch implementation of Detectron. Both training from scratch and inferring directly from pretrained Detectron weights are available
R2Plus1D-PyTorch 363 over 4 years ago : PyTorch implementation of the R2Plus1D convolution based ResNet architecture described in the paper "A Closer Look at Spatiotemporal Convolutions for Action Recognition"
StackNN 142 almost 5 years ago : A PyTorch implementation of differentiable stacks for use in neural networks
translagent 80 over 6 years ago : Code for Emergent Translation in Multi-Agent Communication
ban-vqa 540 11 months ago : Bilinear attention networks for visual question answering
pytorch-openai-transformer-lm 1,506 about 3 years ago : This is a PyTorch implementation of the TensorFlow code provided with OpenAI's paper "Improving Language Understanding by Generative Pre-Training" by Alec Radford, Karthik Narasimhan, Tim Salimans and Ilya Sutskever
T2F 546 over 2 years ago : Text-to-Face generation using Deep Learning. This project combines two of the recent architectures StackGAN and ProGAN for synthesizing faces from textual descriptions
pytorch - fid 3,329 3 months ago : A Port of Fréchet Inception Distance (FID score) to PyTorch
vae_vpflows 90 over 7 years ago :Code in PyTorch for the convex combination linear IAF and the Householder Flow, J.M. Tomczak & M. Welling jmtomczak.github.io/deebmed.html
CoordConv-pytorch 396 about 6 years ago : Pytorch implementation of CoordConv introduced in 'An intriguing failing of convolutional neural networks and the CoordConv solution' paper. (arxiv.org/pdf/1807.03247.pdf)
SDPoint 18 almost 5 years ago : Implementation of "Stochastic Downsampling for Cost-Adjustable Inference and Improved Regularization in Convolutional Networks", published in CVPR 2018
SRDenseNet-pytorch 117 almost 6 years ago : SRDenseNet-pytorch（ICCV_2017）
GAN_stability 915 about 5 years ago : Code for paper "Which Training Methods for GANs do actually Converge? (ICML 2018)"
Mask-RCNN 992 almost 5 years ago : A PyTorch implementation of the architecture of Mask RCNN, serves as an introduction to working with PyTorch
pytorch-coviar 500 about 6 years ago : Compressed Video Action Recognition
PNASNet.pytorch 316 about 2 years ago : PyTorch implementation of PNASNet-5 on ImageNet
NALU-pytorch : Basic pytorch implementation of NAC/NALU from Neural Arithmetic Logic Units arxiv.org/pdf/1808.00508.pdf
LOLA_DiCE 90 about 6 years ago : Pytorch implementation of LOLA (arxiv.org/abs/1709.04326) using DiCE (arxiv.org/abs/1802.05098)
generative-query-network-pytorch 322 over 5 years ago : Generative Query Network (GQN) in PyTorch as described in "Neural Scene Representation and Rendering"
pytorch_hmax 56 over 1 year ago : Implementation of the HMAX model of vision in PyTorch
FCN-pytorch-easiest 160 almost 6 years ago : trying to be the most easiest and just get-to-use pytorch implementation of FCN (Fully Convolotional Networks)
transducer 195 about 2 years ago : A Fast Sequence Transducer Implementation with PyTorch Bindings
AVO-pytorch 43 about 6 years ago : Implementation of Adversarial Variational Optimization in PyTorch
HCN-pytorch 219 almost 2 years ago : A pytorch reimplementation of { Co-occurrence Feature Learning from Skeleton Data for Action Recognition and Detection with Hierarchical Aggregation }
binary-wide-resnet 124 about 6 years ago : PyTorch implementation of Wide Residual Networks with 1-bit weights by McDonnel (ICLR 2018)
piggyback 180 over 5 years ago : Code for Piggyback: Adapting a Single Network to Multiple Tasks by Learning to Mask Weights arxiv.org/abs/1801.06519
vid2vid 8,584 over 2 years ago : Pytorch implementation of our method for high-resolution (e.g. 2048x1024) photorealistic video-to-video translation
poisson-convolution-sum 26 about 6 years ago : Implements an infinite sum of poisson-weighted convolutions
tbd-nets 348 almost 3 years ago : PyTorch implementation of "Transparency by Design: Closing the Gap Between Performance and Interpretability in Visual Reasoning" arxiv.org/abs/1803.05268
attn2d 500 over 3 years ago : Pervasive Attention: 2D Convolutional Networks for Sequence-to-Sequence Prediction
yolov3 10,172 4 days ago : YOLOv3: Training and inference in PyTorch pjreddie.com/darknet/yolo
deep-dream-in-pytorch 102 almost 5 years ago : Pytorch implementation of the DeepDream computer vision algorithm
pytorch-flows 572 over 3 years ago : PyTorch implementations of algorithms for density estimation
quantile-regression-dqn-pytorch 94 about 4 years ago : Quantile Regression DQN a Minimal Working Example
relational-rnn-pytorch 244 almost 6 years ago : An implementation of DeepMind's Relational Recurrent Neural Networks in PyTorch
DEXTR-PyTorch 844 about 4 years ago : Deep Extreme Cut
PyTorch_GBW_LM 122 about 5 years ago : PyTorch Language Model for Google Billion Word Dataset
Pytorch-NCE 318 almost 5 years ago : The Noise Contrastive Estimation for softmax output written in Pytorch
generative-models 499 almost 6 years ago : Annotated, understandable, and visually interpretable PyTorch implementations of: VAE, BIRVAE, NSGAN, MMGAN, WGAN, WGANGP, LSGAN, DRAGAN, BEGAN, RaGAN, InfoGAN, fGAN, FisherGAN
convnet-aig 185 almost 6 years ago : PyTorch implementation for Convolutional Networks with Adaptive Inference Graphs
integrated-gradient-pytorch 180 over 2 years ago : This is the pytorch implementation of the paper - Axiomatic Attribution for Deep Networks
MalConv-Pytorch 69 over 2 years ago : Pytorch implementation of MalConv
trellisnet 473 about 5 years ago : Trellis Networks for Sequence Modeling
Learning to Communicate with Deep Multi-Agent Reinforcement Learning 342 over 5 years ago : pytorch implementation of Learning to Communicate with Deep Multi-Agent Reinforcement Learning paper
pnn.pytorch 57 almost 6 years ago : PyTorch implementation of CVPR'18 - Perturbative Neural Networks
Face_Attention_Network 315 over 5 years ago : Pytorch implementation of face attention network as described in Face Attention Network: An Effective Face Detector for the Occluded Faces
waveglow 2,266 12 months ago : A Flow-based Generative Network for Speech Synthesis
deepfloat 388 over 1 year ago : This repository contains the SystemVerilog RTL, C++, HLS (Intel FPGA OpenCL to wrap RTL code) and Python needed to reproduce the numerical results in "Rethinking floating point for deep learning"
EPSR 79 about 4 years ago : Pytorch implementation of . This work has won the first place in PIRM2018-SR competition (region 1) held as part of the ECCV 2018
ClariNet 288 about 5 years ago : A Pytorch Implementation of ClariNet arxiv.org/abs/1807.07281
pytorch-pretrained-BERT 132,640 8 days ago : PyTorch version of Google AI's BERT model with script to load Google's pre-trained models
torch_waveglow 204 almost 6 years ago : A PyTorch implementation of the WaveGlow: A Flow-based Generative Network for Speech Synthesis
3DDFA 3,601 over 2 years ago : The pytorch improved re-implementation of TPAMI 2017 paper: Face Alignment in Full Pose Range: A 3D Total Solution
loss-landscape 2,782 over 2 years ago : loss-landscape Code for visualizing the loss landscape of neural nets
famos 128 over 5 years ago : Pytorch implementation of the paper "Copy the Old or Paint Anew? An Adversarial Framework for (non-) Parametric Image Stylization" available at
back2future.pytorch 111 almost 5 years ago : This is a Pytorch implementation of Janai, J., Güney, F., Ranjan, A., Black, M. and Geiger, A., Unsupervised Learning of Multi-Frame Optical Flow with Occlusions. ECCV 2018
FFTNet 81 about 6 years ago : Unofficial Implementation of FFTNet vocode paper
FaceBoxes.PyTorch 846 almost 3 years ago : A PyTorch Implementation of FaceBoxes
Transformer-XL 3,606 about 2 years ago : Transformer-XL: Attentive Language Models Beyond a Fixed-Length Context
associative_compression_networks 43 about 6 years ago : Associative Compression Networks for Representation Learning
fluidnet_cxx 51 over 5 years ago : FluidNet re-written with ATen tensor lib
Deep-Reinforcement-Learning-Algorithms-with-PyTorch 5,581 2 months ago : This repository contains PyTorch implementations of deep reinforcement learning algorithms
Shufflenet-v2-Pytorch 431 over 5 years ago : This is a Pytorch implementation of faceplusplus's ShuffleNet-v2
GraphWaveletNeuralNetwork 567 over 1 year ago : This is a Pytorch implementation of Graph Wavelet Neural Network. ICLR 2019
AttentionWalk 315 almost 2 years ago : This is a Pytorch implementation of Watch Your Step: Learning Node Embeddings via Graph Attention. NIPS 2018
SGCN 268 over 1 year ago : This is a Pytorch implementation of Signed Graph Convolutional Network. ICDM 2018
SINE 71 over 1 year ago : This is a Pytorch implementation of SINE: Scalable Incomplete Network Embedding. ICDM 2018
GAM 266 almost 2 years ago : This is a Pytorch implementation of Graph Classification using Structural Attention. KDD 2018
neural-style-pt 837 almost 2 years ago : A PyTorch implementation of Justin Johnson's Neural-style
TuckER 350 11 months ago : TuckER: Tensor Factorization for Knowledge Graph Completion
pytorch-prunes 139 about 5 years ago : Pruning neural networks: is it time to nip it in the bud?
SimGNN 749 over 1 year ago : SimGNN: A Neural Network Approach to Fast Graph Similarity Computation
Character CNN 258 over 3 years ago : PyTorch implementation of the Character-level Convolutional Networks for Text Classification paper
XLM 2,874 over 1 year ago : PyTorch original implementation of Cross-lingual Language Model Pretraining
DiffAI 217 2 months ago : A provable defense against adversarial examples and library for building compatible PyTorch models
APPNP 362 almost 2 years ago : Combining Neural Networks with Personalized PageRank for Classification on Graphs. ICLR 2019
NGCN 402 almost 2 years ago : A Higher-Order Graph Convolutional Layer. NeurIPS 2018
gpt-2-Pytorch 967 about 5 years ago : Simple Text-Generator with OpenAI gpt-2 Pytorch Implementation
Splitter 211 over 1 year ago : Splitter: Learning Node Representations that Capture Multiple Social Contexts. (WWW 2019)
CapsGNN 1,240 over 1 year ago : Capsule Graph Neural Network. (ICLR 2019)
BigGAN-PyTorch 2,849 about 1 year ago : The author's officially unofficial PyTorch BigGAN implementation
ppo_pytorch_cpp 71 about 2 years ago : This is an implementation of the proximal policy optimization algorithm for the C++ API of Pytorch
RandWireNN 683 over 5 years ago : Implementation of: "Exploring Randomly Wired Neural Networks for Image Recognition"
Zero-shot Intent CapsNet 16 over 5 years ago : GPU-accelerated PyTorch implementation of "Zero-shot User Intent Detection via Capsule Neural Networks"
SEAL-CI 208 almost 2 years ago Semi-Supervised Graph Classification: A Hierarchical Graph Perspective. (WWW 2019)
MixHop 402 almost 2 years ago : MixHop: Higher-Order Graph Convolutional Architectures via Sparsified Neighborhood Mixing. ICML 2019
densebody_pytorch 412 about 5 years ago : PyTorch implementation of CloudWalk's recent paper DenseBody
voicefilter 1,076 2 months ago : Unofficial PyTorch implementation of Google AI's VoiceFilter system
NVIDIA/semantic-segmentation 1,768 about 3 years ago : A PyTorch Implementation of , In CVPR2019
ClusterGCN 785 almost 2 years ago : A PyTorch implementation of "Cluster-GCN: An Efficient Algorithm for Training Deep and Large Graph Convolutional Networks" (KDD 2019)
NVlabs/DG-Net 1,274 about 1 year ago : A PyTorch implementation of "Joint Discriminative and Generative Learning for Person Re-identification" (CVPR19 Oral)
NCRF 753 about 1 year ago : Cancer metastasis detection with neural conditional random field (NCRF)
pytorch-sift 166 about 5 years ago : PyTorch implementation of SIFT descriptor
brain-segmentation-pytorch 708 over 1 year ago : U-Net implementation in PyTorch for FLAIR abnormality segmentation in brain MRI
glow-pytorch 508 almost 3 years ago : PyTorch implementation of Glow, Generative Flow with Invertible 1x1 Convolutions (arxiv.org/abs/1807.03039)
EfficientNets-PyTorch 309 almost 5 years ago : A PyTorch implementation of EfficientNet: Rethinking Model Scaling for Convolutional Neural Networks
STEAL 477 12 months ago : STEAL - Learning Semantic Boundaries from Noisy Annotations nv-tlabs.github.io/STEAL
EigenDamage-Pytorch 111 over 4 years ago : Official implementation of the ICML'19 paper "EigenDamage: Structured Pruning in the Kronecker-Factored Eigenbasis"
Aspect-level-sentiment 148 over 6 years ago : Code and dataset for ACL2018 paper "Exploiting Document Knowledge for Aspect-level Sentiment Classification"
breast_cancer_classifier 836 10 months ago : Deep Neural Networks Improve Radiologists' Performance in Breast Cancer Screening arxiv.org/abs/1903.08297
DGC-Net 202 almost 3 years ago : A PyTorch implementation of "DGC-Net: Dense Geometric Correspondence Network"
universal-triggers 291 2 months ago : Universal Adversarial Triggers for Attacking and Analyzing NLP (EMNLP 2019)
Deep-Reinforcement-Learning-Algorithms-with-PyTorch 5,581 2 months ago : PyTorch implementations of deep reinforcement learning algorithms and environments
simple-effective-text-matching-pytorch 305 about 2 years ago : A pytorch implementation of the ACL2019 paper "Simple and Effective Text Matching with Richer Alignment Features"
Adaptive-segmentation-mask-attack (ASMA) 57 about 4 years ago : A pytorch implementation of the MICCAI2019 paper "Impact of Adversarial Examples on Deep Learning Models for Biomedical Image Segmentation"
NVIDIA/unsupervised-video-interpolation 107 over 4 years ago : A PyTorch Implementation of , In ICCV 2019
Seg-Uncertainty 386 9 months ago : Unsupervised Scene Adaptation with Memory Regularization in vivo, In IJCAI 2020
pulse 7,868 over 3 years ago : Self-Supervised Photo Upsampling via Latent Space Exploration of Generative Models
distance-encoding 181 over 3 years ago : Distance-Encoding - Design Provably More PowerfulGNNs for Structural Representation Learning
Pathfinder Discovery Networks 56 over 1 year ago : Pathfinder Discovery Networks for Neural Message Passing
PyKEEN 1,630 8 days ago : A Python library for learning and evaluating knowledge graph embeddings
SSSNET 21 8 months ago : Official implementation of the SDM2022 paper "SSSNET: Semi-Supervised Signed Network Clustering"
MagNet 31 9 months ago : Official implementation of the NeurIPS2021 paper "MagNet: A Neural Network for Directed Graphs"
Semantic Search 166 about 1 year ago : Latest in the field of neural information retrieval / semantic search

Awesome-Pytorch-list / Talks & conferences
PyTorch Conference 2018 : First PyTorch developer conference at 2018

Awesome-Pytorch-list / Pytorch elsewhere
generative models 7,312 6 months ago : Collection of generative models, e.g. GAN, VAE in Tensorflow, Keras, and Pytorch
pytorch vs tensorflow : an informative thread on reddit
Pytorch discussion forum
pytorch notebook: docker-stack : A project similar to
drawlikebobross 115 over 7 years ago : Draw like Bob Ross using the power of Neural Networks (With PyTorch)!
pytorch-tvmisc 461 over 2 years ago : Totally Versatile Miscellanea for Pytorch
pytorch-a3c-mujoco 73 almost 7 years ago : Implement A3C for Mujoco gym envs
PyTorch in 5 Minutes
pytorch_chatbot 228 over 5 years ago : A Marvelous ChatBot implemented using PyTorch
malmo-challenge 65 over 7 years ago : Malmo Collaborative AI Challenge - Team Pig Catcher
sketchnet 40 about 7 years ago : A model that takes an image and generates Processing source code to regenerate that image
Deep-Learning-Boot-Camp : A nonprofit community run, 5-day Deep Learning Bootcamp
Amazon_Forest_Computer_Vision 367 almost 5 years ago : Satellite Image tagging code using PyTorch / Keras with lots of PyTorch tricks. kaggle competition
AlphaZero_Gomoku 3,281 5 months ago : An implementation of the AlphaZero algorithm for Gomoku (also called Gobang or Five in a Row)
pytorch-cv : Repo for Object Detection, Segmentation & Pose Estimation
deep-person-reid 4,255 2 months ago : Pytorch implementation of deep person re-identification approaches
pytorch-template 4,711 4 months ago : PyTorch template project
Deep Learning With Pytorch TextBook A practical guide to build neural network models in text and vision using PyTorch
compare-tensorflow-pytorch 72 over 6 years ago : Compare outputs between layers written in Tensorflow and layers written in Pytorch
hasktorch 1,059 3 months ago : Tensors and neural networks in Haskell
Deep Learning With Pytorch Deep Learning with PyTorch teaches you how to implement deep learning algorithms with Python and PyTorch
nimtorch 461 over 5 years ago : PyTorch - Python + Nim
derplearning 42 almost 3 years ago : Self Driving RC Car Code
pytorch-saltnet 278 almost 6 years ago : Kaggle | 9th place single model solution for TGS Salt Identification Challenge
pytorch-scripts 414 22 days ago : A few Windows specific scripts for PyTorch
pytorch_misc 539 over 3 years ago : Code snippets created for the PyTorch discussion board
awesome-pytorch-scholarship 307 almost 6 years ago : A list of awesome PyTorch scholarship articles, guides, blogs, courses and other resources
MentisOculi 240 over 4 years ago : A raytracer written in PyTorch (raynet?)
DoodleMaster 2,426 almost 5 years ago : "Don't code your UI, Draw it !"
ocaml-torch 410 over 1 year ago : OCaml bindings for PyTorch
extension-script 113 about 2 years ago : Example repository for custom C++/CUDA operators for TorchScript
pytorch-inference 89 over 5 years ago : PyTorch 1.0 inference in C++ on Windows10 platforms
pytorch-cpp-inference 225 over 4 years ago : Serving PyTorch 1.0 Models as a Web Server in C++
tch-rs 4,230 20 days ago : Rust bindings for PyTorch
TorchSharp 17 almost 5 years ago : .NET bindings for the Pytorch engine
ML Workspace 3,405 2 months ago : All-in-one web IDE for machine learning and data science. Combines Jupyter, VS Code, PyTorch, and many other tools/libraries into one Docker image
PyTorch Style Guide 1,906 almost 3 years ago Style guide for PyTorch code. Consistent and good code style helps collaboration and prevents errors!

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