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Awesome-pytorch-list
A comprehensive list of pytorch related content on github,such as different models,implementations,helper libraries,tutorials etc.
https://github.com/bharathgs/Awesome-pytorch-list
- pytorch
- Captum
- pytorch text
- pytorch-seq2seq - to-sequence (seq2seq) models implemented in PyTorch.
- anuvada
- audio
- loop
- fairseq-py - to-Sequence Toolkit written in Python.
- speech
- OpenNMT-py - Source Neural Machine Translation in PyTorch http://opennmt.net
- neuralcoref - of-the-art coreference resolution based on neural nets and spaCy huggingface.co/coref
- sentiment-discovery
- MUSE
- nmtpytorch
- pytorch-wavenet
- Tacotron-pytorch - to-End Speech Synthesis.
- AllenNLP - source NLP research library, built on PyTorch.
- PyTorch-NLP
- quick-nlp
- TTS
- LASER - Agnostic SEntence Representations
- pyannote-audio
- gensen - task Learning.
- translate - a PyTorch Language Library.
- espnet - to-End Speech Processing Toolkit espnet.github.io/espnet
- pythia
- UnsupervisedMT - Based & Neural Unsupervised Machine Translation.
- jiant
- BERT-PyTorch
- InferSent
- uis-rnn - State Recurrent Neural Network (UIS-RNN) algorithm, corresponding to the paper Fully Supervised Speaker Diarization. arxiv.org/abs/1810.04719
- flair - of-the-art Natural Language Processing (NLP)
- pytext
- voicefilter
- BERT-NER - Named-Entity-Recognition-with-BERT.
- transfer-nlp
- texar-pytorch
- pytorch-kaldi - 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
- pytorch-struct
- espresso - to-End Neural Speech Recognition Toolkit
- transformers - of-the-art Natural Language Processing for TensorFlow 2.0 and PyTorch. huggingface.co/transformers
- reformer-pytorch
- torch-metrics
- speechbrain - source and all-in-one speech toolkit based on PyTorch.
- Backprop - of-the-art ML models.
- pytorch vision
- pt-styletransfer
- OpenFacePytorch
- img_classification_pk_pytorch - of-the-art models (such as DenseNet, ResNet, ...)
- SparseConvNet
- Convolution_LSTM_pytorch - layer convolution LSTM module
- face-alignment
- pytorch-semantic-segmentation
- RoIAlign.pytorch
- pytorch-cnn-finetune - tune pretrained Convolutional Neural Networks with PyTorch.
- detectorch - detectron for PyTorch
- Augmentor
- s2cnn
- TorchCV - Based Framework for Deep Learning in Computer Vision.
- maskrcnn-benchmark
- image-classification-mobile - 1K.
- medicaltorch
- albumentations
- kornia
- pytorch-text-recognition - CRAFT + CRNN.
- facenet-pytorch
- detectron2 - generation research platform for object detection and segmentation.
- vedaseg
- ClassyVision - to-end PyTorch framework for image and video classification.
- detecto
- pytorch3d
- MMDetection - mmlab.github.io/).
- neural-dream - like hallucinogenic visuals.
- FlashTorch
- Lucent
- MMDetection3D - generation platform for general 3D object detection, a part of the [OpenMMLab project](https://open-mmlab.github.io/).
- MMSegmentation - mmlab.github.io/).
- MMEditing - mmlab.github.io/).
- MMAction2 - mmlab.github.io/).
- MMPose - mmlab.github.io/).
- lightly - Lightly is a computer vision framework for self-supervised learning.
- RoMa
- ptstat
- pyro
- probtorch
- paysage
- pyvarinf
- pyprob - based library for probabilistic programming and inference compilation.
- mia
- pro_gan_pytorch
- botorch
- pytorch extras
- functional zoo
- torch-sampling - memory or out-of-memory data.
- torchcraft-py
- aorun
- logger
- PyTorch-docset
- convert_torch_to_pytorch
- pretrained-models.pytorch
- pytorch_fft
- caffe_to_torch_to_pytorch
- pytorch-extension
- tensorboard-pytorch
- gpytorch
- spotlight
- pytorch-cns
- pyinn
- inferno
- pytorch-fitmodule
- inferno-sklearn - learn compatible neural network library that wraps pytorch.
- pytorch-caffe-darknet-convert
- pytorch2caffe
- pytorch-tools
- sru
- torch2coreml - > CoreML
- PyTorch-Encoding - Encoding
- pytorch-ctc - 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
- dpwa - Wise Averaging.
- dni-pytorch
- skorch - learn compatible neural network library that wraps pytorch
- ignite - level library to help with training neural networks in PyTorch.
- Arnold - DOOM Agent
- pytorch-mcn
- simple-faster-rcnn-pytorch - CNN with competitive performance.
- generative_zoo
- pytorchviz
- cogitare - A Modern, Fast, and Modular Deep Learning and Machine Learning framework in Python.
- pydlt
- semi-supervised-pytorch - based semi-supervised and generative models in PyTorch.
- pytorch_cluster
- neural-assembly-compiler - neural-compilation.
- caffemodel2pytorch
- extension-cpp
- pytoune - like framework and utilities for PyTorch
- jetson-reinforcement
- matchbox
- torch-two-sample - sample tests
- pytorch-summary
- mpl.pytorch
- scVI-dev
- apex
- ELF
- Torchlite
- joint-vae
- SLM-Lab
- bindsnet
- pro_gan_pytorch
- pytorch_geometric
- torchplus
- lagom
- torchbearer
- pytorch-maml-rl - Agnostic Meta-Learning in Pytorch.
- NALU
- QuCumber - Body Wavefunction Reconstruction
- magnet - dl.readthedocs.io/
- opencv_transforms
- fastai
- pytorch-dense-correspondence
- colorization-pytorch
- beauty-net
- OpenChem
- torchani
- PyTorch-LBFGS - BFGS.
- gpytorch
- hessian
- vel - learning research.
- nonechucks
- torchstat
- QNNPACK - mobile-optimized implementation of quantized neural network operators.
- torchdiffeq - memory backpropagation.
- redner
- pixyz
- euclidesdb - model machine learning feature embedding database http://euclidesdb.readthedocs.io
- pytorch2keras
- salad - Supervised Learning and Domain Adaptation.
- netharn
- dgl
- gandissect - based tools for visualizing and understanding the neurons of a GAN. gandissect.csail.mit.edu
- delira
- mushroom
- Xlearn
- geoopt
- vegans
- torchgeometry
- AdverTorch
- AdaBound
- fenchel-young-losses - learn with Fenchel-Young losses
- pytorch-OpCounter
- Tor10 - Network library that is designed for quantum simulation, base on the pytorch.
- Catalyst - 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
- pywick - level batteries-included neural network training library for Pytorch
- torchgpipe
- hub - trained model repository designed to facilitate research reproducibility.
- pytorch-lightning
- Tor10 - Network library that is designed for quantum simulation, base on the pytorch.
- tensorwatch
- wavetorch
- diffdist
- torchprof - by-layer profiling of Pytorch models.
- osqpth
- mctorch
- pytorch-hessian-eigenthings - vector product and stochastic power iteration.
- MinkowskiEngine - diff library for generalized sparse convolutions and high-dimensional sparse tensors.
- pytorch-cpp-rl
- pytorch-toolbelt
- argus-tensor-stream - time video stream decoding to CUDA memory tensorstream.argus-ai.com
- macarico
- rlpyt
- pywarm - season.github.io/pywarm
- learn2learn - learning Framework for Researchers http://learn2learn.net
- torchbeast
- higher
- Torchelie
- CrypTen - party computation as its encryption mechanism.
- cvxpylayers
- RepDistiller
- kaolin
- PySNN
- sparktorch
- pytorch-metric-learning
- autonomous-learning-library
- flambe
- pytorch-optimizer
- PyTorch-VAE
- ray
- Pytorch Geometric Temporal
- Poutyne - like framework for PyTorch that handles much of the boilerplating code needed to train neural networks.
- Pytorch-Toolbox
- Pytorch-contrib
- EfficientNet PyTorch - for-op PyTorch reimplementation of EfficientNet, along with pre-trained models and examples.
- PyTorch/XLA
- webdataset
- volksdep - source toolbox for deploying and accelerating PyTorch, Onnx and Tensorflow models with TensorRT.
- PyTorch-StudioGAN
- torchdrift
- accelerate - GPU, TPU, mixed-precision
- lightning-transformers - performance research using SOTA Transformers leveraging Pytorch Lightning, Transformers, and Hydra.
- Flower
- lightning-flash - tuning scalable Deep Learning models, built on PyTorch Lightning.
- Pytorch Geometric Signed Directed
- Koila
- Renate - world continual learning.
- Practical Pytorch
- DeepLearningForNLPInPytorch
- pytorch-tutorial
- pytorch-exercises - exercises collection.
- pytorch tutorials
- pytorch examples
- pytorch practice
- pytorch mini tutorials
- pytorch text classification
- cats vs dogs - tuning in pytorch for the kaggle competition Dogs vs. Cats Redux: Kernels Edition. Currently #27 (0.05074) on the leaderboard.
- convnet
- pytorch-generative-adversarial-networks
- pytorch containers
- T-SNE in pytorch - SNE experiments in pytorch
- AAE_pytorch
- Kind_PyTorch_Tutorial
- pytorch-poetry-gen - RNN based on pytorch.
- pytorch-REINFORCE
- PyTorch-Tutorial
- pytorch-intro
- pytorch-classification - 10/100 and ImageNet.
- pytorch_notebooks - hardmaru
- pytorch_tutoria-quick
- Pytorch_fine_tuning_Tutorial
- pytorch_exercises - exercises
- traffic-sign-detection - cv-fall-2017 example
- mss_pytorch - Filtering Connections - PyTorch Implementation. Demo: js-mim.github.io/mss_pytorch
- DeepNLP-models-Pytorch - 224n(Stanford Univ: NLP with Deep Learning)
- Mila introductory tutorials
- pytorch.rl.learning
- minimal-seq2seq
- tensorly-notebooks
- pytorch_bits - series prediction related examples.
- skip-thoughts - Thought Vectors in PyTorch.
- video-caption-pytorch
- Capsule-Network-Tutorial - to-follow Capsule Network tutorial.
- code-of-learn-deep-learning-with-pytorch
- RL-Adventure - to-follow step-by-step Deep Q Learning tutorial with clean readable code.
- accelerated_dl_pytorch
- RL-Adventure-2
- 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
- PyTorch Tutorial
- grokking-pytorch
- PyTorch-Deep-Learning-Minicourse
- pytorch-custom-dataset-examples
- Multiplicative LSTM for sequence-based Recommenders
- deeplearning.ai-pytorch
- MNIST_Pytorch_python_and_capi
- torch_light
- portrain-gan - DCGAN's Portrait GAN.
- mri-analysis-pytorch
- cifar10-fast
- blog series
- Intro to Deep Learning with PyTorch
- pytorch-sentiment-analysis
- pytorch-image-models - - (SE)ResNet/ResNeXT, DPN, EfficientNet, MobileNet-V3/V2/V1, MNASNet, Single-Path NAS, FBNet, and more.
- CIFAR-ZOO - of-the-art results.
- d2l-pytorch
- thinking-in-tensors-writing-in-pytorch - on deep learning intro).
- NER-BERT-pytorch - trained BERT model.
- pytorch-sync-batchnorm-example
- SentimentAnalysis
- pytorch-cpp - tutorial](https://github.com/yunjey/pytorch-tutorial)).
- Deep Learning with PyTorch: Zero to GANs - focused tutorial series on introduction to Deep Learning with PyTorch ([video](https://www.youtube.com/watch?v=GIsg-ZUy0MY)).
- Deep Learning with PyTorch
- Serverless Machine Learning in Action with PyTorch and AWS
- LabML NN - by-side notes.
- Run your PyTorch Example Fedarated with Flower - 10 dataset is used together with a convolutional neural network (CNN).
- google_evolution - scale evolution of image classifiers by Esteban Real, et. al.
- pyscatwave
- scalingscattering
- deep-auto-punctuation - punctuation learned character by character.
- Realtime_Multi-Person_Pose_Estimation - Person_Pose_Estimation, origin code is [here](https://github.com/ZheC/Realtime_Multi-Person_Pose_Estimation) .
- PyTorch-value-iteration-networks
- pytorch_Highway
- pytorch_NEG_loss
- pytorch_RVAE
- pytorch_TDNN
- eve.pytorch
- e2e-model-learning - based end-to-end model learning.
- pix2pix-pytorch - to-Image Translation Using Conditional Adversarial Networks".
- Single Shot MultiBox Detector
- DiscoGAN - Domain Relations with Generative Adversarial Networks"
- official DiscoGAN implementation - Domain Relations with Generative Adversarial Networks".
- pytorch-es
- piwise - wise segmentation on VOC2012 dataset using pytorch.
- pytorch-dqn - Learning Network in pytorch.
- neuraltalk2-pytorch
- vnet.pytorch - Net: Fully Convolutional Neural Networks for Volumetric Medical Image Segmentation.
- pytorch-fcn
- WideResNets - residual-networks .
- pytorch_highway_networks
- pytorch-NeuCom
- captionGen
- AnimeGAN
- Cnn-text classification
- deepspeech2 - CTC. Creates a network based on the DeepSpeech2 architecture, trained with the CTC activation function.
- seq2seq
- Asynchronous Advantage Actor-Critic in PyTorch
- 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
- faster rcnn - 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 - net implementing some RL models in ViZDoom environment.
- flownet
- sqeezenet
- WassersteinGAN
- optnet
- qp solver
- Continuous Deep Q-Learning with Model-based Acceleration - Learning with Model-based Acceleration.
- Learning to learn by gradient descent by gradient descent
- fast-neural-style - neural-style, The model uses the method described in [Perceptual Losses for Real-Time Style Transfer and Super-Resolution](https://arxiv.org/abs/1603.08155) along with Instance Normalization.
- PytorchNeuralStyleTransfer
- Fast Neural Style for Image Style Transform by Pytorch
- neural style transfer - Style algorithm (https://arxiv.org/abs/1508.06576) developed by Leon A. Gatys, Alexander S. Ecker and Matthias Bethge.
- VIN_PyTorch_Visdom
- YOLO2
- attention-transfer
- SVHNClassifier - digit Number Recognition from Street View Imagery using Deep Convolutional Neural Networks](https://arxiv.org/pdf/1312.6082.pdf).
- pytorch-deform-conv
- BEGAN-pytorch
- treelstm.pytorch
- AGE - Encoder Networks" by Dmitry Ulyanov, Andrea Vedaldi and Victor Lempitsky which can be found [here](http://sites.skoltech.ru/app/data/uploads/sites/25/2017/04/AGE.pdf)
- ResNeXt.pytorch - V3 (Aggregated Residual Transformations for Deep Neural Networks) with pytorch.
- pytorch-rl
- Deep-Leafsnap
- pytorch-CycleGAN-and-pix2pix - to-image translation.
- A3C-PyTorch - critic Algorithms (A3C) in PyTorch
- pytorch-value-iteration-networks
- PyTorch-Style-Transfer - style Generative Network for Real-time Transfer
- pytorch-deeplab-resnet - deeplab-resnet-model.
- pointnet.pytorch
- pytorch-playground
- pytorch-dnc
- pytorch_image_classifier
- mnist-svhn-transfer
- pytorch-yolo2 - yolo2
- dni
- wgan-gp
- pytorch-seq2seq-intent-parsing
- pyTorch_NCE
- molencoder
- GAN-weight-norm
- lgamma
- bigBatch
- rl_a3c_pytorch
- pytorch-retraining
- nmp_qc
- grad-cam - CAM
- pytorch-trpo
- pytorch-explain-black-box
- vae_vpflows
- relational-networks
- vqa.pytorch
- end-to-end-negotiator - to-End Learning for Negotiation Dialogues
- odin-pytorch - of-Distribution Examples in Neural Networks.
- FreezeOut
- ARAE
- forward-thinking-pytorch
- context_encoder_pytorch
- attention-is-all-you-need-pytorch
- OpenFacePytorch
- neural-combinatorial-rl-pytorch
- pytorch-nec
- seq2seq.pytorch - to-Sequence learning using PyTorch
- Pytorch-Sketch-RNN
- pytorch-pruning
- DrQA - Domain Questions.
- YellowFin_Pytorch - tuning momentum SGD optimizer
- samplernn-pytorch - to-End Neural Audio Generation Model.
- AEGeAN
- /pytorch-SRResNet - Realistic Single Image Super-Resolution Using a Generative Adversarial Network arXiv:1609.04802v2
- vsepp
- Pytorch-DPPO
- UNIT - GAN algorithm for Unsupervised Image-to-Image Translation
- efficient_densenet_pytorch - efficient implementation of DenseNets
- tsn-pytorch
- SMASH
- pytorch-retinanet
- biogans
- Semantic Image Synthesis via Adversarial Learning
- fmpytorch
- ORN
- pytorch-maml
- pytorch-generative-model-collections
- vqa-winner-cvprw-2017
- tacotron_pytorch
- pspnet-pytorch
- LM-LSTM-CRF - Aware Language Model http://arxiv.org/abs/1709.04109
- face-alignment
- DepthNet
- EDSR-PyTorch - Resolution' (CVPRW 2017)
- e2c-pytorch
- 3D-ResNets-PyTorch
- bandit-nmt - decoder model and benchmarks the combination under simulated noisy rewards.
- pytorch-a2c-ppo-acktr - region method for deep reinforcement learning using Kronecker-factored approximation (ACKTR).
- zalando-pytorch - MNIST](zalandoresearch/fashion-mnist) dataset from Zalando.
- sphereface_pytorch
- Categorical DQN
- pytorch-ntm
- mask_rcnn_pytorch
- graph_convnets_pytorch
- pytorch-faster-rcnn - faster-rcnn.
- torchMoji - of-the-art deep learning model for analyzing sentiment, emotion, sarcasm etc.
- semantic-segmentation-pytorch
- pytorch-qrnn - Recurrent Neural Network - up to 16 times faster than NVIDIA's cuDNN LSTM
- pytorch-sgns
- SfmLearner-Pytorch
- deformable-convolution-pytorch
- skip-gram-pytorch
- stackGAN-v2
- self-critical.pytorch - critical Sequence Training for Image Captioning.
- pygcn
- dnc
- prog_gans_pytorch_inference
- pytorch-capsule
- PyramidNet-PyTorch
- radio-transformer-networks
- honk
- DeepCORAL
- pytorch-pose
- lang-emerge-parlai - Agent Dialog" using PyTorch and ParlAI
- Rainbow
- pytorch_compact_bilinear_pooling v1
- CompactBilinearPooling-Pytorch v2
- FewShotLearning - Shot Learning"
- meProp
- SFD_pytorch - invariant Face Detector.
- GradientEpisodicMemory
- DeblurGAN
- StarGAN - Domain Image-to-Image Tranlsation.
- CapsNet-pytorch
- CondenseNet
- deep-image-prior
- deep-head-pose
- Random-Erasing
- FaderNetworks - NIPS 2017
- FlowNet 2.0
- pix2pixHD
- pytorch-smoothgrad
- RetinaNet
- faster-rcnn.pytorch - CNN implementation, aimed to accelerating the training of faster R-CNN object detection models.
- mixup_pytorch
- inplace_abn - Place Activated BatchNorm for Memory-Optimized Training of DNNs
- pytorch-pose-hg-3d
- nmn-pytorch
- bytenet
- bottom-up-attention-vqa - up-attention, pytorch
- yolo2-pytorch - 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
- binary-stochastic-neurons
- pytorch-pose-estimation - Person Pose Estimation project.
- interaction_network_pytorch
- NoisyNaturalGradient
- ewc.pytorch
- pytorch-zssr - Shot" Super-Resolution using Deep Internal Learning
- deep_image_prior
- pytorch-transformer
- DeepRL-Grounding - 18 paper Gated-Attention Architectures for Task-Oriented Language Grounding
- deep-forecast-pytorch
- cat-net
- minimal_glo
- LearningToCompare-Pytorch - Shot Learning.
- poincare-embeddings - 17 paper "Poincaré Embeddings for Learning Hierarchical Representations".
- pytorch-trpo(Hessian-vector product version) - vector product instead of finite differences approximation.
- ggnn.pytorch
- visual-interaction-networks-pytorch
- adversarial-patch
- Prototypical-Networks-for-Few-shot-Learning-PyTorch
- Visual-Feature-Attribution-Using-Wasserstein-GANs-Pytorch
- PhotographicImageSynthesiswithCascadedRefinementNetworks-Pytorch - Pytorch Implementation
- ENAS-pytorch
- Neural-IMage-Assessment
- proxprop - a neural network training algorithm that takes implicit instead of explicit gradient steps.
- FastPhotoStyle - form Solution to Photorealistic Image Stylization
- Deep-Image-Analogy-PyTorch - Image-Analogy based on pytorch.
- Person-reID_pytorch - ID.
- pt-dilate-rnn
- pytorch-i-revnet - RevNets.
- OrthNet
- DRRN-pytorch
- shampoo.pytorch
- Neural-IMage-Assessment 2
- TCN
- DCC
- packnet
- PyTorch-progressive_growing_of_gans
- nonauto-nmt - Autoregressive Neural Machine Translation"
- PyTorch-GAN
- PyTorchWavelets
- pytorch-made
- VRNN
- flow
- deepvoice3_pytorch - based text-to-speech synthesis models
- psmm
- tacotron2 - PyTorch implementation with faster-than-realtime inference.
- AccSGD
- QANet-pytorch
- ConvE
- Structured-Self-Attention - Attentive Sentence Embedding, which is published in ICLR 2017: arxiv.org/abs/1703.03130 .
- graphsage-simple
- Detectron.pytorch
- R2Plus1D-PyTorch
- StackNN
- translagent - Agent Communication.
- ban-vqa
- pytorch-openai-transformer-lm - Training" by Alec Radford, Karthik Narasimhan, Tim Salimans and Ilya Sutskever.
- T2F - 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
- vae_vpflows
- CoordConv-pytorch
- SDPoint - Adjustable Inference and Improved Regularization in Convolutional Networks", published in CVPR 2018.
- SRDenseNet-pytorch - pytorch（ICCV_2017）
- GAN_stability
- Mask-RCNN
- pytorch-coviar
- PNASNet.pytorch - 5 on ImageNet.
- NALU-pytorch
- LOLA_DiCE
- generative-query-network-pytorch
- pytorch_hmax
- FCN-pytorch-easiest - to-use pytorch implementation of FCN (Fully Convolotional Networks)
- transducer
- AVO-pytorch
- HCN-pytorch - occurrence Feature Learning from Skeleton Data for Action Recognition and Detection with Hierarchical Aggregation }.
- binary-wide-resnet - bit weights by McDonnel (ICLR 2018)
- piggyback
- vid2vid - resolution (e.g. 2048x1024) photorealistic video-to-video translation.
- poisson-convolution-sum - weighted convolutions
- tbd-nets
- attn2d - to-Sequence Prediction
- yolov3
- deep-dream-in-pytorch
- pytorch-flows
- quantile-regression-dqn-pytorch
- relational-rnn-pytorch
- DEXTR-PyTorch
- PyTorch_GBW_LM
- Pytorch-NCE
- generative-models
- convnet-aig
- integrated-gradient-pytorch - Axiomatic Attribution for Deep Networks.
- MalConv-Pytorch
- trellisnet
- Learning to Communicate with Deep Multi-Agent Reinforcement Learning - Agent Reinforcement Learning paper.
- pnn.pytorch - Perturbative Neural Networks http://xujuefei.com/pnn.html.
- Face_Attention_Network
- waveglow - based Generative Network for Speech Synthesis.
- deepfloat
- EPSR - Distortion Tradeoff using Enhanced Perceptual Super-resolution Network](https://arxiv.org/pdf/1811.00344.pdf). This work has won the first place in PIRM2018-SR competition (region 1) held as part of the ECCV 2018.
- ClariNet
- pytorch-pretrained-BERT - trained models
- torch_waveglow - based Generative Network for Speech Synthesis.
- 3DDFA - implementation of TPAMI 2017 paper: Face Alignment in Full Pose Range: A 3D Total Solution.
- loss-landscape - landscape Code for visualizing the loss landscape of neural nets.
- famos
- back2future.pytorch
- FFTNet
- FaceBoxes.PyTorch
- Transformer-XL - XL: Attentive Language Models Beyond a Fixed-Length Contexthttps://github.com/kimiyoung/transformer-xl
- associative_compression_networks
- fluidnet_cxx - written with ATen tensor lib.
- Deep-Reinforcement-Learning-Algorithms-with-PyTorch
- Shufflenet-v2-Pytorch - v2.
- GraphWaveletNeuralNetwork
- AttentionWalk
- SGCN
- SINE
- GAM
- neural-style-pt - style.
- TuckER
- pytorch-prunes
- SimGNN
- Character CNN - level Convolutional Networks for Text Classification paper.
- XLM - lingual Language Model Pretraining.
- DiffAI
- APPNP
- NGCN - Order Graph Convolutional Layer. NeurIPS 2018.
- gpt-2-Pytorch - Generator with OpenAI gpt-2 Pytorch Implementation
- Splitter
- CapsGNN
- BigGAN-PyTorch
- ppo_pytorch_cpp
- RandWireNN
- Zero-shot Intent CapsNet - accelerated PyTorch implementation of "Zero-shot User Intent Detection via Capsule Neural Networks".
- SEAL-CI - Supervised Graph Classification: A Hierarchical Graph Perspective. (WWW 2019).
- MixHop - Order Graph Convolutional Architectures via Sparsified Neighborhood Mixing. ICML 2019.
- densebody_pytorch
- voicefilter
- NVIDIA/semantic-segmentation
- ClusterGCN - GCN: An Efficient Algorithm for Training Deep and Large Graph Convolutional Networks" (KDD 2019).
- NVlabs/DG-Net - identification" (CVPR19 Oral).
- NCRF
- pytorch-sift
- brain-segmentation-pytorch - Net implementation in PyTorch for FLAIR abnormality segmentation in brain MRI.
- glow-pytorch
- EfficientNets-PyTorch
- STEAL - Learning Semantic Boundaries from Noisy Annotations nv-tlabs.github.io/STEAL
- EigenDamage-Pytorch - Factored Eigenbasis".
- Aspect-level-sentiment - level Sentiment Classification"
- breast_cancer_classifier
- DGC-Net - Net: Dense Geometric Correspondence Network".
- universal-triggers
- Deep-Reinforcement-Learning-Algorithms-with-PyTorch
- simple-effective-text-matching-pytorch
- Adaptive-segmentation-mask-attack (ASMA)
- NVIDIA/unsupervised-video-interpolation
- Seg-Uncertainty
- pulse - Supervised Photo Upsampling via Latent Space Exploration of Generative Models
- distance-encoding - Encoding - Design Provably More PowerfulGNNs for Structural Representation Learning.
- Pathfinder Discovery Networks
- PyKEEN
- SSSNET - Supervised Signed Network Clustering".
- MagNet
- Semantic Search
- PyTorch Conference 2018
- the-incredible-pytorch
- generative models
- pytorch vs tensorflow
- Pytorch discussion forum
- pytorch notebook: docker-stack - stacks/tree/master/scipy-notebook)
- drawlikebobross
- pytorch-tvmisc
- pytorch-a3c-mujoco
- PyTorch in 5 Minutes
- pytorch_chatbot
- malmo-challenge - Team Pig Catcher
- sketchnet
- Deep-Learning-Boot-Camp - day Deep Learning Bootcamp http://deep-ml.com.
- Amazon_Forest_Computer_Vision
- AlphaZero_Gomoku
- pytorch-cv
- deep-person-reid - identification approaches.
- pytorch-template
- Deep Learning With Pytorch TextBook - Learning-PyTorch-practical-approach/dp/1788624335/ref=tmm_pap_swatch_0?_encoding=UTF8&qid=1523853954&sr=8-1) [github code repo](https://github.com/svishnu88/DLwithPyTorch)
- compare-tensorflow-pytorch
- hasktorch
- Deep Learning With Pytorch
- nimtorch - Python + Nim
- derplearning
- pytorch-saltnet
- pytorch-scripts
- pytorch_misc
- awesome-pytorch-scholarship
- MentisOculi
- DoodleMaster
- ocaml-torch
- extension-script
- pytorch-inference
- pytorch-cpp-inference
- tch-rs
- TorchSharp
- ML Workspace - 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
Programming Languages
Keywords
pytorch
333
deep-learning
203
machine-learning
95
python
59
computer-vision
40
reinforcement-learning
28
neural-network
28
nlp
26
tensorflow
20
neural-networks
19
gan
17
semantic-segmentation
15
object-detection
14
natural-language-processing
14
deep-neural-networks
14
language-model
13
generative-adversarial-network
13
torch
13
convolutional-neural-networks
12
transformer
12
resnet
12
deepwalk
12
deep-reinforcement-learning
12
node2vec
11
cnn
11
pretrained-models
11
artificial-intelligence
10
imagenet
10
graph-neural-networks
10
gcn
10
data-science
9
graph-convolution
9
image-classification
9
pytorch-tutorial
9
seq2seq
9
bert
9
classification
8
attention
7
graph-embedding
7
network-embedding
7
rnn
7
cuda
7
densenet
7
transfer-learning
7
speech-recognition
7
sklearn
7
keras
7
visualization
6
deeplearning
6
research
6