Awesome-pytorch-list-CNVersion

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Tutorials & books & examples｜教程 & 书籍 & 示例
- Other libraries｜其他库:
  - transfer learning using pytorch
  - transfer learning using pytorch
  - transfer learning using pytorch
  - transfer learning using pytorch
  - transfer learning using pytorch
  - DeepLearningForNLPInPytorch
  - Multiplicative LSTM for sequence-based Recommenders
  - Intro to Deep Learning with PyTorch
  - Practical Pytorch
  - pytorch-tutorial
  - pytorch-exercises
  - pytorch tutorials
  - pytorch examples
  - pytorch practice
  - pytorch mini tutorials - Tutorials)。
  - pytorch text classification
  - cats vs dogs
  - convnet
  - pytorch-generative-adversarial-networks
  - pytorch containers
  - T-SNE in pytorch - SNE实验。
  - AAE_pytorch
  - Kind_PyTorch_Tutorial
  - PyTorch-Tutorial
  - pytorch-REINFORCE
  - pytorch-poetry-gen - RNN（字符级循环神经网络）。
  - pytorch-classification - 10/100和ImageNet数据集上的分类框架。
  - pytorch_notebooks - hardmaru
  - pytorch_tutoria-quick
  - Pytorch_fine_tuning_Tutorial
  - pytorch_exercises
  - traffic-sign-detection
  - mss_pytorch - PyTorch 实现。演示: js-mim.github.io/mss_pytorch
  - DeepNLP-models-Pytorch - 224n课程中的各种深度NLP模型的PyTorch实现。(Stanford Univ: NLP with Deep Learning)
  - minimal-seq2seq
  - pytorch.rl.learning
  - tensorly-notebooks
  - pytorch_bits
  - skip-thoughts - Thought词向量模型。
  - Capsule-Network-Tutorial
  - RL-Adventure
  - accelerated_dl_pytorch
  - video-caption-pytorch
  - code-of-learn-deep-learning-with-pytorch
  - transfer learning using pytorch
  - transfer learning using pytorch
  - transfer learning using pytorch
  - transfer learning using pytorch
  - transfer learning using pytorch
  - transfer learning using pytorch
  - transfer learning using pytorch
  - transfer learning using pytorch
  - transfer learning using pytorch
  - transfer learning using pytorch
  - transfer learning using pytorch
  - transfer learning using pytorch
  - transfer learning using pytorch
  - transfer learning using pytorch
  - transfer learning using pytorch
  - pytorch-intro
  - Generative Adversarial Networks (GANs) in 50 lines of code (PyTorch)
  - how-to-implement-a-yolo-object-detector-in-pytorch
  - transfer learning using pytorch
  - transfer learning using pytorch
  - transfer learning using pytorch
  - transfer learning using pytorch
  - adversarial-autoencoders-with-pytorch
  - transfer learning using pytorch
  - PyTorch Tutorial
  - Deep Learning with PyTorch: Zero to GANs - ZUy0MY))系列在线课程的相关代码。
  - transfer learning using pytorch
  - transfer learning using pytorch
  - transfer learning using pytorch
  - transfer learning using pytorch
  - transfer learning using pytorch
  - transfer learning using pytorch
  - transfer learning using pytorch
  - transfer learning using pytorch
  - transfer learning using pytorch
  - transfer learning using pytorch
  - transfer learning using pytorch
  - transfer learning using pytorch
  - transfer learning using pytorch
  - transfer learning using pytorch
  - transfer learning using pytorch
  - transfer learning using pytorch
  - transfer learning using pytorch
  - transfer learning using pytorch
  - Kind_PyTorch_Tutorial
  - pytorch-for-numpy-users
  - grokking-pytorch
  - pytorch-custom-dataset-examples
  - deeplearning.ai-pytorch
  - MNIST_Pytorch_python_and_capi
  - torch_light
  - portrain-gan - DCGAN 生成的肖像油画。
  - mri-analysis-pytorch
  - cifar10-fast
  - pytorch-sentiment-analysis
  - pytorch-image-models - V3/V2/V1, MNASNet, Single-Path NAS, FBNet等等。
  - CIFAR-ZOO
  - d2l-pytorch
  - thinking-in-tensors-writing-in-pytorch
  - NER-BERT-pytorch
  - pytorch-sync-batchnorm-example
  - SentimentAnalysis
  - pytorch-cpp - tutorial](https://github.com/yunjey/pytorch-tutorial) 的Python教程）。
  - Mila introductory tutorials
  - video-caption-pytorch
  - code-of-learn-deep-learning-with-pytorch
  - RL-Adventure-2
  - pytorch-REINFORCE
  - adversarial-autoencoders-with-pytorch
Paper implementations｜论文实现
- Other libraries｜其他库:
  - NALU-pytorch
  - pytorch-yolo2 - yolo2
  - pytorch-trpo
  - mask_rcnn_pytorch
  - google_evolution - scale evolution of image classifiers](https://arxiv.org/abs/1703.01041) 一文的结果网络之一。
  - pyscatwave
  - scalingscattering
  - Realtime_Multi-Person_Pose_Estimation - Person_Pose_Estimation)。
  - eve.pytorch
  - e2e-model-learning
  - pix2pix-pytorch - to-Image Translation Using Conditional Adversarial Networks](https://arxiv.org/pdf/1611.07004v1.pdf)。
  - Single Shot MultiBox Detector
  - DiscoGAN - Domain Relations with Generative Adversarial Networks](https://arxiv.org/abs/1703.05192)。
  - official DiscoGAN implementation - Domain Relations with Generative Adversarial Networks](https://arxiv.org/abs/1703.05192)。
  - pytorch-es
  - piwise
  - pytorch-dqn
  - vnet.pytorch - Net：全卷积神经网络在体医学图像分割中的应用。 http://mattmacy.io/vnet.pytorch/
  - pytorch-fcn
  - WideResNets - residual-networks .
  - pytorch_highway_networks
  - pytorch-NeuCom - Z7E6X_a9R-xqJ9TfJWBqz)。
  - captionGen
  - AnimeGAN
  - Cnn-text classification
  - deepspeech2 - CTC 实现DeepSpeech2。创造一个基于 DeepSpeech2 架构的网络，用 CTC 激活函数训练。
  - seq2seq
  - Asynchronous Advantage Actor-Critic in PyTorch - Critic)，论文：[Asynchronous Methods for Deep Reinforcement Learning](https://arxiv.org/pdf/1602.01783v1.pdf)。由于 PyTorch 可以轻松地在多进程内控制共享内存，我们可以轻易实现A3C这样的异步算法。
  - densenet - BC 架构，相关论文 [Densely Connected Convolutional Networks](https://arxiv.org/abs/1608.06993)。该实现的 CIFAR-10+ 100层错误率为 4.77 增长率为 12。官方实现和许多第三方库的链接参见 [liuzhuang13/DenseNet](https://github.com/liuzhuang13/DenseNet)。
  - nninit
  - faster rcnn - faster-rcnn 和 TFFRCNN。更多关于 R-CNN 的细节请参考论文 Faster R-CNN：[Towards Real-Time Object Detection with Region Proposal Network](https://arxiv.org/abs/1506.01497)。
  - doomnet - net，实现了ViZDoom环境下的RL模型。
  - flownet
  - sqeezenet
  - WassersteinGAN
  - optnet
  - qp solver
  - Learning to learn by gradient descent by gradient descent
  - PytorchNeuralStyleTransfer
  - Fast Neural Style for Image Style Transform by Pytorch
  - neural style transfer - Style algorithm](https://arxiv.org/abs/1508.06576)。
  - VIN_PyTorch_Visdom
  - YOLO2
  - attention-transfer
  - SVHNClassifier
  - pytorch-deform-conv
  - BEGAN-pytorch
  - treelstm.pytorch
  - AGE - Encoder Networks](http://sites.skoltech.ru/app/data/uploads/sites/25/2017/04/AGE.pdf)）。
  - ResNeXt.pytorch - V3 (深度神经网络的聚集残差变换)。
  - pytorch-rl
  - Deep-Leafsnap
  - pytorch-CycleGAN-and-pix2pix
  - A3C-PyTorch - critic)算法。
  - pytorch-value-iteration-networks
  - PyTorch-Style-Transfer
  - pytorch-deeplab-resnet
  - pointnet.pytorch
  - pytorch-playground
  - pytorch-dnc
  - mnist-svhn-transfer
  - dni
  - wgan-gp
  - pytorch-seq2seq-intent-parsing
  - pyTorch_NCE - contrastive estimation: A new estimation principle for unnormalized statistical models](http://proceedings.mlr.press/v9/gutmann10a/gutmann10a.pdf)。
  - molencoder
  - GAN-weight-norm
  - lgamma
  - bigBatch
  - rl_a3c_pytorch
  - pytorch-retraining
  - nmp_qc
  - grad-cam - CAM](https://arxiv.org/pdf/1610.02391v1.pdf)。
  - pytorch-explain-black-box
  - vae_vpflows
  - relational-networks
  - vqa.pytorch
  - end-to-end-negotiator
  - odin-pytorch
  - FreezeOut
  - ARAE
  - forward-thinking-pytorch
  - context_encoder_pytorch
  - attention-is-all-you-need-pytorch
  - neural-combinatorial-rl-pytorch
  - pytorch-nec
  - seq2seq.pytorch - to-Sequence学习。
  - Pytorch-Sketch-RNN
  - pytorch-pruning
  - DrQA
  - YellowFin_Pytorch
  - samplernn-pytorch
  - AEGeAN
  - /pytorch-SRResNet
  - vsepp
  - Pytorch-DPPO
  - UNIT
  - efficient_densenet_pytorch
  - tsn-pytorch
  - SMASH
  - pytorch-retinanet
  - biogans
  - Semantic Image Synthesis via Adversarial Learning
  - fmpytorch
  - ORN
  - pytorch-maml - Agnostic Meta-Learning，与模型无关的元学习）。
  - pytorch-generative-model-collections
  - vqa-winner-cvprw-2017
  - tacotron_pytorch
  - pspnet-pytorch
  - LM-LSTM-CRF - Aware Language Model》 http://arxiv.org/abs/1709.04109
  - DepthNet
  - e2c-pytorch
  - 3D-ResNets-PyTorch
  - bandit-nmt
  - zalando-pytorch - MNIST](https://github.com/zalandoresearch/fashion-mnist)数据集上的各种实验。
  - sphereface_pytorch
  - Categorical DQN
  - pytorch-ntm
  - pytorch-faster-rcnn - faster-rcnn](https://github.com/endernewton/tf-faster-rcnn)，已不再维护。
  - torchMoji - of-the-art deep learning model for analyzing sentiment, emotion, sarcasm etc.
  - 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 序列训练的图像标注。
  - pygcn
  - dnc
  - prog_gans_pytorch_inference
  - pytorch-capsule
  - PyramidNet-PyTorch
  - radio-transformer-networks
  - honk
  - DeepCORAL
  - pytorch-pose
  - Rainbow
  - pytorch_compact_bilinear_pooling v1
  - CompactBilinearPooling-Pytorch v2
  - FewShotLearning - Shot Learning"
  - meProp
  - SFD_pytorch
  - GradientEpisodicMemory
  - DeblurGAN
  - StarGAN
  - CapsNet-pytorch
  - CondenseNet
  - deep-image-prior
  - deep-head-pose
  - Random-Erasing
  - FaderNetworks - NIPS 2017，https://arxiv.org/pdf/1706.00409.pdf 。
  - 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论文[Gated-Attention Architectures for Task-Oriented Language Grounding](https://arxiv.org/abs/1706.07230)。
  - deep-forecast-pytorch - based Spatio-Temporal Forecasting](arxiv.org/pdf/1707.08110.pdf)。
  - 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.
  - visual-interaction-networks-pytorch
  - adversarial-patch
  - Prototypical-Networks-for-Few-shot-Learning-PyTorch
  - Visual-Feature-Attribution-Using-Wasserstein-GANs-Pytorch
  - PhotographicImageSynthesiswithCascadedRefinementNetworks-Pytorch
  - ENAS-pytorch
  - Neural-IMage-Assessment
  - proxprop - 隐式梯度代替显式梯度的神经网络训练算法。
  - FastPhotoStyle
  - Deep-Image-Analogy-PyTorch
  - Person-reID_pytorch - reID的PyTorch实现。
  - 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
  - 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
  - StackNN
  - translagent - Agent Communication.
  - ban-vqa
  - pytorch-openai-transformer-lm - Training" by Alec Radford, Karthik Narasimhan, Tim Salimans and Ilya Sutskever.
  - T2F - to-Face生成。该项目结合了[StackGAN](https://arxiv.org/abs/1710.10916)和[ProGAN](https://arxiv.org/abs/1710.10196)，这两个模型可以基于文字描述合成人脸。
  - pytorch - fid
  - CoordConv-pytorch
  - SDPoint - Adjustable Inference and Improved Regularization in Convolutional Networks", published in CVPR 2018.
  - SRDenseNet-pytorch - pytorch，论文：[基于密集跳跃连接的图像超分辨率（ICCV_2017）](http://openaccess.thecvf.com/content_ICCV_2017/papers/Tong_Image_Super-Resolution_Using_ICCV_2017_paper.pdf)。
  - GAN_stability
  - Mask-RCNN
  - pytorch-coviar
  - PNASNet.pytorch - 5 on ImageNet.
  - LOLA_DiCE
  - generative-query-network-pytorch
  - pytorch_hmax
  - 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
  - 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
  - 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
  - torch_waveglow
  - 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
  - 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
  - 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)。
  - densebody_pytorch
  - 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的PyTorch模型实现，用于脑核磁共振中FLAIR异常的分割。
  - glow-pytorch
  - EfficientNets-PyTorch
  - STEAL - 从噪声标注中学习语义边界，https://nv-tlabs.github.io/STEAL/ 。
  - EigenDamage-Pytorch
  - Aspect-level-sentiment
  - breast_cancer_classifier
  - DGC-Net - Net: 密集几何对应网络](https://arxiv.org/abs/1810.08393)".
  - universal-triggers
  - 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
Pytorch elsewhere ｜ Pytorch相关
- Other libraries｜其他库:
  - PyTorch in 5 Minutes
  - pytorch-cv
  - pytorch vs tensorflow
  - Pytorch discussion forum
  - Deep-Learning-Boot-Camp - ml.com.
  - Deep Learning With Pytorch
  - the-incredible-pytorch
  - generative models
  - drawlikebobross
  - pytorch-tvmisc
  - pytorch-a3c-mujoco - a3c。
  - malmo-challenge - Pig Catcher团队。
  - sketchnet
  - AlphaZero_Gomoku
  - deep-person-reid
  - pytorch-template
  - Deep Learning With Pytorch - data-and-business-intelligence/deep-learning-pytorch)》 PyTorch实用指南：使用PyTorch建立文本和视觉神经网络模型。[亚马逊中国电子版](https://www.amazon.cn/dp/B078THDX3J/ref=sr_1_1?__mk_zh_CN=亚马逊网站&keywords=Deep+Learning+with+PyTorch&qid=1568007543&s=gateway&sr=8-1)
  - compare-tensorflow-pytorch
  - hasktorch
  - nimtorch - Python + Nim，PyTorch的Nim前端。
  - derplearning
  - pytorch-saltnet
  - pytorch-scripts
  - pytorch_misc
  - awesome-pytorch-scholarship
  - MentisOculi
  - DoodleMaster
  - ocaml-torch - torch为PyTorch张量库提供一些ocaml绑定。
  - extension-script
  - pytorch-inference
  - pytorch-cpp-inference
  - tch-rs
  - TorchSharp
  - ML Workspace
  - PyTorch Style Guide
Pytorch & related libraries｜Pytorch & 相关库
- NLP & Speech Processing｜自然语言处理 & 语音处理:
  - fairseq - to-Sequence python工具包。
  - text
  - pytorch-seq2seq
  - anuvada
  - audio
  - speech
  - OpenNMT-py
  - pytorch-wavenet
  - Tacotron-pytorch
  - neuralcoref
  - sentiment-discovery
  - AllenNLP
  - MUSE
  - nmtpytorch - to-Sequence框架。
  - PyTorch-NLP
  - quick-nlp
  - TTS
  - LASER
  - pyannote-audio
  - gensen
  - translate
  - espnet
  - pytorch-struct
  - espresso
  - BERT-PyTorch
  - InferSent
  - transformers
  - pytext
  - reformer-pytorch
  - BERT-NER - Entity-Recognition)。
  - torch-metrics
  - transfer-nlp
  - texar-pytorch
  - speechbrain - source and all-in-one speech toolkit based on PyTorch.
  - pytorch-kaldi - kaldi 是一个开发中的最先进的dnn/rnn混合语音识别系统。其DNN部分由PyTorch实现，而特征提取、标签计算和解码由kaldi工具包完成。
  - NeMo
  - Backprop - of-the-art ML models.
  - voicefilter
  - loop
  - flair
  - UnsupervisedMT
  - uis-rnn - RNN)算法，能够从嘈杂的环境中分辨声音，对应论文 Fully Supervised Speaker Diarization. arxiv.org/abs/1810.04719
  - pythia
- Other libraries｜其他库:
  - scVI-dev
  - vegans
  - functional zoo
  - pytorch extras
  - aorun
  - torch-sampling
  - torchcraft-py
  - PyTorch-docset
  - logger
  - convert_torch_to_pytorch
  - pretrained-models.pytorch
  - pytorch_fft
  - caffe_to_torch_to_pytorch
  - pytorch-extension
  - spotlight
  - pytorch-cns
  - pyinn
  - pytorch-fitmodule
  - inferno
  - pytorch2caffe
  - sru
  - pytorch-tools
  - torch2coreml - > CoreML，该工具可将Torch7模型转换为[Apple CoreML](https://developer.apple.com/documentation/coreml)格式以便在Apple设备上运行。
  - PyTorch-Encoding - Encoding
  - candlegp
  - pytorch-ctc - CTC 实现了CTC(联结主义时间分类，Connectionist Temporal Classification)集束搜索（Beam Search）解码。C++代码借鉴了TensorFlow，并通过一些改进增加了灵活性。
  - pytorch-mcn
  - simple-faster-rcnn-pytorch - CNN 的简化实现，性能与原始论文相当。
  - generative_zoo
  - pytorchviz
  - cogitare - 一个现代、快速、模块化的深度学习和机器学习框架。
  - dpwa - Wise Averaging）的分布式学习。
  - semi-supervised-pytorch
  - pytorch-summary
  - apex
  - mpl.pytorch
  - ELF
  - Torchlite
  - joint-vae
  - SLM-Lab
  - neural-assembly-compiler
  - torchplus
  - caffemodel2pytorch
  - extension-cpp
  - jetson-reinforcement
  - matchbox
  - torch-two-sample
  - lagom
  - pytorch-maml-rl - Agnostic Meta-Learning)。
  - NALU
  - QuCumber
  - magnet - dl.readthedocs.io/
  - opencv_transforms
  - fastai
  - pytorch-dense-correspondence
  - colorization-pytorch
  - OpenChem
  - torchani
  - PyTorch-LBFGS - BFGS。
  - gpytorch
  - hessian
  - vel
  - nonechucks
  - torchstat
  - QNNPACK
  - torchdiffeq
  - redner
  - pixyz
  - euclidesdb
  - AdverTorch
  - pytorch-OpCounter
  - netharn
  - dgl
  - gandissect
  - Xlearn
  - delira
  - Catalyst
  - Ax
  - pywick
  - torchgpipe
  - hub
  - Tor10
  - wavetorch
  - diffdist
  - torchprof
  - mctorch
  - pytorch-hessian-eigenthings
  - pytorch-cpp-rl
  - pytorch-toolbelt
  - macarico
  - rlpyt
  - pywarm - season.github.io/pywarm/
  - learn2learn
  - torchbeast
  - higher
  - CrypTen - party_computation)）作为其加密机制。
  - 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
  - accelerate - GPU, TPU, mixed-precision.
  - PyTorch-StudioGAN
  - pytorch2keras
  - pro_gan_pytorch
  - dni-pytorch
  - ignite
  - Arnold - DOOM 游戏代理。
  - pydlt
  - pytorch_cluster
  - salad
  - AdaBound
  - fenchel-young-losses - learn中使用Fenchel-Young损失作为概率分类的损失函数。
  - tensorwatch
  - argus-tensor-stream - ai.com
  - volksdep - source toolbox for deploying and accelerating PyTorch, Onnx and Tensorflow models with TensorRT.
  - pytorch-caffe-darknet-convert
  - pytorch-lightning
  - webdataset
  - torchdrift
  - torch-sampling
  - MinkowskiEngine
  - argus-tensor-stream - ai.com
  - Torchelie
  - osqpth
  - lightning-transformers - performance research using SOTA Transformers leveraging Pytorch Lightning, Transformers, and Hydra.
- CV｜计算机视觉:
  - pytorch vision
  - pt-styletransfer
  - OpenFacePytorch
  - img_classification_pk_pytorch
  - SparseConvNet
  - face-alignment
  - pytorch-semantic-segmentation
  - RoIAlign.pytorch
  - pytorch-cnn-finetune
  - detectorch - PyTorch版detectron框架，目前仅有detectron的推断(inference)和评估(evalutaion)功能，无训练(training)功能。
  - Convolution_LSTM_pytorch
  - TorchCV
  - Augmentor
  - maskrcnn-benchmark
  - image-classification-mobile - 1K上的与训练分类模型集合。
  - medicaltorch
  - text-detector
  - detectron2
  - vedaseg
  - ClassyVision
  - detecto
  - pytorch3d
  - MMPose - mmlab.github.io/).
  - Lucent
  - MMDetection3D - generation platform for general 3D object detection, a part of the [OpenMMLab project](https://open-mmlab.github.io/).
  - MMSegmentation - mmlab.github.io/).
  - MMAction2 - mmlab.github.io/).
  - lightly - Lightly is a computer vision framework for self-supervised learning.
  - MMEditing - mmlab.github.io/).
  - facenet-pytorch
  - MMDetection - mmlab.github.io/)。
  - neural-dream
  - FlashTorch
- Probabilistic/Generative Libraries｜概率库和生成库:
  - ptstat
  - probtorch
  - paysage
  - mia
  - botorch
  - pyvarinf
  - pyprob
Talks & conferences｜报告 & 会议
- Other libraries｜其他库:
  - PyTorch Conference 2018

Programming Languages

Python 359 Jupyter Notebook 65 C++ 12 HTML 3 Haskell 2 Lua 2 C 2 OCaml 1 Shell 1 NASL 1

ecosyste.ms

Data

Tools

Indexes

Applications

Experiments

Awesome

Awesome-pytorch-list-CNVersion

Tutorials & books & examples｜教程 & 书籍 & 示例

Other libraries｜其他库:

Paper implementations｜论文实现

Other libraries｜其他库:

Pytorch elsewhere ｜ Pytorch相关

Other libraries｜其他库:

NLP & Speech Processing｜自然语言处理 & 语音处理:

Other libraries｜其他库:

CV｜计算机视觉:

Probabilistic/Generative Libraries｜概率库和生成库:

Talks & conferences｜报告 & 会议

Other libraries｜其他库:

Awesome-pytorch-list-CNVersion

Tutorials & books & examples｜教程 & 书籍 & 示例

Other libraries｜其他库:

Paper implementations｜论文实现

Other libraries｜其他库:

Pytorch elsewhere ｜ Pytorch相关

Other libraries｜其他库:

Pytorch & related libraries｜Pytorch & 相关库

NLP & Speech Processing｜自然语言处理 & 语音处理:

Other libraries｜其他库:

CV｜计算机视觉:

Probabilistic/Generative Libraries｜概率库和生成库:

Talks & conferences｜报告 & 会议

Other libraries｜其他库: