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Awesome-pytorch-list-CNVersion
Awesome-pytorch-list 翻译工作进行中......
https://github.com/xavier-zy/Awesome-pytorch-list-CNVersion
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Tutorials & books & examples｜教程 & 书籍 & 示例
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Other libraries｜其他库:
- transfer learning using pytorch
- transfer learning using pytorch
- transfer learning using pytorch
- DeepLearningForNLPInPytorch
- transfer learning using pytorch
- 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-poetry-gen - RNN（字符级循环神经网络）。
- pytorch-REINFORCE
- PyTorch-Tutorial
- 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
- pytorch.rl.learning
- minimal-seq2seq
- tensorly-notebooks
- pytorch_bits
- 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)
- skip-thoughts - Thought词向量模型。
- video-caption-pytorch
- Capsule-Network-Tutorial
- code-of-learn-deep-learning-with-pytorch
- RL-Adventure
- accelerated_dl_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
- transfer learning using pytorch
- pytorch-intro
- Generative Adversarial Networks (GANs) in 50 lines of code (PyTorch)
- transfer learning using 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
- 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
- Mila introductory tutorials
- code-of-learn-deep-learning-with-pytorch
- RL-Adventure-2
- transfer learning using pytorch
- Kind_PyTorch_Tutorial
- 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
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Paper implementations｜论文实现
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Other libraries｜其他库:
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Pytorch elsewhere ｜ Pytorch相关
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Other libraries｜其他库:
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Pytorch & related libraries｜Pytorch & 相关库
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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
- AllenNLP
- PyTorch-NLP
- quick-nlp
- sentiment-discovery
- MUSE
- nmtpytorch - to-Sequence框架。
- TTS
- LASER
- pyannote-audio
- gensen
- translate
- espnet
- pytorch-struct
- espresso
- transformers
- reformer-pytorch
- torch-metrics
- BERT-PyTorch
- InferSent
- pytext
- voicefilter
- BERT-NER - Entity-Recognition)。
- transfer-nlp
- texar-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
- speechbrain - source and all-in-one speech toolkit based on PyTorch.
- Backprop - of-the-art ML models.
- loop
- 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
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Other libraries｜其他库:
- scVI-dev
- vegans
- pytorch extras
- functional zoo
- torch-sampling
- torchcraft-py
- aorun
- logger
- PyTorch-docset
- convert_torch_to_pytorch
- pretrained-models.pytorch
- pytorch_fft
- caffe_to_torch_to_pytorch
- pytorch-extension
- spotlight
- pytorch-cns
- pyinn
- inferno
- pytorch-fitmodule
- pytorch2caffe
- pytorch-tools
- sru
- 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
- 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。
- candlegp
- dpwa - Wise Averaging）的分布式学习。
- 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。
- semi-supervised-pytorch
- pytorch-summary
- mpl.pytorch
- apex
- ELF
- Torchlite
- joint-vae
- SLM-Lab
- neural-assembly-compiler
- caffemodel2pytorch
- extension-cpp
- jetson-reinforcement
- matchbox
- torch-two-sample
- torchplus
- 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
- netharn
- dgl
- gandissect
- delira
- Xlearn
- pytorch-OpCounter
- Tor10
- Catalyst
- Ax
- pywick
- torchgpipe
- hub
- wavetorch
- diffdist
- torchprof
- osqpth
- mctorch
- pytorch-hessian-eigenthings
- MinkowskiEngine
- pytorch-cpp-rl
- pytorch-toolbelt
- macarico
- rlpyt
- pywarm - season.github.io/pywarm/
- learn2learn
- torchbeast
- higher
- Torchelie
- 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
- pytorch-lightning
- pro_gan_pytorch
- lightning-transformers - performance research using SOTA Transformers leveraging Pytorch Lightning, Transformers, and Hydra.
- pytorch2keras
- torch-sampling
- 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_geometric
- pytorch-caffe-darknet-convert
- torchbearer
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CV｜计算机视觉:
- pytorch vision
- pt-styletransfer
- OpenFacePytorch
- img_classification_pk_pytorch
- SparseConvNet
- Convolution_LSTM_pytorch
- 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。
- Augmentor
- TorchCV
- 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
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Probabilistic/Generative Libraries｜概率库和生成库:
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Talks & conferences｜报告 & 会议
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Other libraries｜其他库:
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Programming Languages
Categories
Sub Categories
Keywords
pytorch
129
deep-learning
84
machine-learning
48
python
32
neural-networks
13
computer-vision
13
nlp
12
reinforcement-learning
12
neural-network
10
natural-language-processing
8
tensorflow
8
pretrained-models
8
object-detection
7
keras
7
artificial-intelligence
7
language-model
6
seq2seq
6
speech-recognition
6
pytorch-tutorial
6
image-classification
5
asr
5
semantic-segmentation
5
data-science
5
machine-translation
5
bert
5
deeplearning
5
transformer
4
deep-neural-networks
4
classification
4
imagenet
4
medical-imaging
4
toolbox
4
torch
4
resnet
4
graph-neural-networks
4
metrics
4
speaker-diarization
4
speaker-recognition
4
inference
3
image-segmentation
3
transfer-learning
3
sac
3
generative-adversarial-network
3
ppo
3
rnn
3
adversarial-machine-learning
3
dqn
3
deep-reinforcement-learning
3
convolutional-neural-networks
3
self-supervised-learning
3