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The Top 1,035 Network Pytorch Open Source Projects

Categories > Networking > Network
Pytorch ⭐ 56,951
Tensors and Dynamic neural networks in Python with strong GPU acceleration
total releases 267most recent commit 9 hours ago
Pytorch Tutorial ⭐ 21,979
PyTorch Tutorial for Deep Learning Researchers
most recent commit 8 months ago
The Incredible Pytorch ⭐ 8,822
The Incredible PyTorch: a curated list of tutorials, papers, projects, communities and more relating to PyTorch.
most recent commit 2 months ago
Pytorch Tutorial ⭐ 6,783
Build your neural network easy and fast, 莫烦Python中文教学
most recent commit a month ago
Topdeeplearning ⭐ 4,901
A list of popular github projects related to deep learning
most recent commit 2 years ago
Deep Learning V2 Pytorch ⭐ 4,561
Projects and exercises for the latest Deep Learning ND program https://www.udacity.com/course/deep-learning-nanod
most recent commit 3 months ago
Pytorch Examples ⭐ 4,170
Simple examples to introduce PyTorch
most recent commit 4 months ago
D2l Pytorch ⭐ 3,757
This project reproduces the book Dive Into Deep Learning (https://d2l.ai/), adapting the code from MXNet into PyTorch.
most recent commit 9 months ago
Distiller ⭐ 3,489
Neural Network Distiller by Intel AI Lab: a Python package for neural network compression research. https://intellabs.github.io/distiller
most recent commit a year ago
Pygcn ⭐ 2,952
Graph Convolutional Networks in PyTorch
most recent commit 2 years ago
Stargan V2 ⭐ 2,894
StarGAN v2 - Official PyTorch Implementation (CVPR 2020)
most recent commit 13 hours ago
Machine Learning Collection ⭐ 2,724
A resource for learning about ML, DL, PyTorch and TensorFlow. Feedback always appreciated :)
most recent commit 6 months ago
Deep Learning Book ⭐ 2,650
Repository for "Introduction to Artificial Neural Networks and Deep Learning: A Practical Guide with Applications in Python"
most recent commit 3 years ago
Pytorch Cifar100 ⭐ 2,599
Practice on cifar100(ResNet, DenseNet, VGG, GoogleNet, InceptionV3, InceptionV4, Inception-ResNetv2, Xception, Resnet In Resnet, ResNext,ShuffleNet, ShuffleNetv2, MobileNet, MobileNetv2, SqueezeNet, NasNet, Residual Attention Network, SENet, WideResNet)
most recent commit 3 months ago
Flownet2 Pytorch ⭐ 2,587
Pytorch implementation of FlowNet 2.0: Evolution of Optical Flow Estimation with Deep Networks
most recent commit 4 months ago
Awesome Network Embedding ⭐ 2,218
A curated list of network embedding techniques.
most recent commit 2 years ago
Muzero General ⭐ 1,800
MuZero
most recent commit a month ago
Siamese Triplet ⭐ 1,767
Siamese and triplet networks with online pair/triplet mining in PyTorch
most recent commit 3 years ago
Deblurgan ⭐ 1,657
Image Deblurring using Generative Adversarial Networks
most recent commit 3 years ago
Awesome Pruning ⭐ 1,508
A curated list of neural network pruning resources.
most recent commit 9 days ago
Pytorch_geometric_temporal ⭐ 1,493
PyTorch Geometric Temporal: Spatiotemporal Signal Processing with Neural Machine Learning Models (CIKM 2021)
dependent packages 2total releases 44most recent commit 2 months agopypi torch-geometric-temporal} Downloads
Byol Pytorch ⭐ 1,223
Usable Implementation of "Bootstrap Your Own Latent" self-supervised learning, from Deepmind, in Pytorch
dependent packages 1total releases 24most recent commit 3 months agopypi byol-pytorch} Downloads
Meshcnn ⭐ 1,211
Convolutional Neural Network for 3D meshes in PyTorch
most recent commit 4 months ago
Cnnimageretrieval Pytorch ⭐ 1,174
CNN Image Retrieval in PyTorch: Training and evaluating CNNs for Image Retrieval in PyTorch
most recent commit 24 days ago
Practicalai Cn ⭐ 1,160
AI实战-practicalAI 中文版
most recent commit 3 years ago
Capsgnn ⭐ 1,126
A PyTorch implementation of "Capsule Graph Neural Network" (ICLR 2019).
most recent commit 4 months ago
Pytorch Networks ⭐ 1,102
Pytorch implementation of cnn network
most recent commit 10 months ago
Bindsnet ⭐ 1,090
Simulation of spiking neural networks (SNNs) using PyTorch.
most recent commit 6 days ago
Rcan ⭐ 1,082
PyTorch code for our ECCV 2018 paper "Image Super-Resolution Using Very Deep Residual Channel Attention Networks"
most recent commit 3 months ago
Unet Family ⭐ 1,029
Paper and implementation of UNet-related model.
most recent commit 2 years ago
Psmnet ⭐ 1,007
Pyramid Stereo Matching Network (CVPR2018)
most recent commit 9 months ago
Rethinking Network Pruning ⭐ 997
Rethinking the Value of Network Pruning (Pytorch) (ICLR 2019)
most recent commit 2 years ago
Cv Pretrained Model ⭐ 991
A collection of computer vision pre-trained models.
most recent commit a year ago
Grokking Pytorch ⭐ 969
The Hitchiker's Guide to PyTorch
most recent commit 9 months ago
Torchstat ⭐ 760
Model analyzer in PyTorch
total releases 3most recent commit 3 years ago
Gans ⭐ 753
Generative Adversarial Networks implemented in PyTorch and Tensorflow
most recent commit 3 months ago
Relational Networks ⭐ 746
Pytorch implementation of "A simple neural network module for relational reasoning" (Relational Networks)
most recent commit 2 years ago
Flownetpytorch ⭐ 696
Pytorch implementation of FlowNet by Dosovitskiy et al.
most recent commit 6 months ago
Capsule Network Tutorial ⭐ 678
Pytorch easy-to-follow Capsule Network tutorial
most recent commit 3 years ago
Alfred ⭐ 655
alfred-py: A deep learning utility library for **human**, more detail about the usage of lib to: https://zhuanlan.zhihu.com/p/341446046
total releases 103most recent commit 2 days ago
Nlp Paper ⭐ 651
自然语言处理领域下的相关论文（附阅读笔记），复现模型以及数据处理等（代码含TensorFlow和Py
total releases 2most recent commit 4 days ago
Awesome Automl And Lightweight Models ⭐ 647
A list of high-quality (newest) AutoML works and lightweight models including 1.) Neural Architecture Search, 2.) Lightweight Structures, 3.) Model Compression, Quantization and Acceleration, 4.) Hyperparameter Optimization, 5.) Automated Feature Engineering.
most recent commit 2 years ago
Facial Similarity With Siamese Networks In Pytorch ⭐ 620
Implementing Siamese networks with a contrastive loss for similarity learning
most recent commit 2 years ago
Gnns For Nlp ⭐ 619
Tutorial: Graph Neural Networks for Natural Language Processing at EMNLP 2019 and CODS-COMAD 2020
most recent commit a year ago
Nnaudio ⭐ 618
Audio processing by using pytorch 1D convolution network
dependent packages 1total releases 38most recent commit 6 months agopypi nnAudio} Downloads
All About The Gan ⭐ 602
All About the GANs(Generative Adversarial Networks) - Summarized lists for GAN
most recent commit 4 years ago
Cnn Lstm Bilstm Deepcnn Clstm In Pytorch ⭐ 584
In PyTorch Learing Neural Networks Likes CNN(Convolutional Neural Networks for Sentence Classification (Y.Kim, EMNLP 2014) 、LSTM、BiLSTM、DeepCNN 、CLSTM、CNN and LSTM
most recent commit 3 years ago
Flashtorch ⭐ 581
Visualization toolkit for neural networks in PyTorch! Demo -->
total releases 12most recent commit a year ago
Pytorch Cnn Finetune ⭐ 580
Fine-tune pretrained Convolutional Neural Networks with PyTorch
dependent packages 1total releases 16most recent commit 2 years agopypi cnn-finetune} Downloads
Cifar Zoo ⭐ 575
PyTorch implementation of CNNs for CIFAR benchmark
most recent commit a year ago
Semseg ⭐ 527
常用的语义分割架构结构综述以及代码复现
most recent commit 3 years ago
Prototypical Networks ⭐ 524
Code for the NIPS 2017 Paper "Prototypical Networks for Few-shot Learning"
most recent commit 4 years ago
Octaveconv_pytorch ⭐ 520
Pytorch implementation of newly added convolution
most recent commit 3 years ago
Poutyne ⭐ 519
A simplified framework and utilities for PyTorch
most recent commit 2 months ago
Tps_stn_pytorch ⭐ 510
PyTorch implementation of Spatial Transformer Network (STN) with Thin Plate Spline (TPS)
most recent commit 4 years ago
Ternausnetv2 ⭐ 500
TernausNetV2: Fully Convolutional Network for Instance Segmentation
most recent commit 2 years ago
Network Slimming ⭐ 499
Network Slimming (Pytorch) (ICCV 2017)
most recent commit 2 years ago
Deep Learning Resources ⭐ 491
由淺入深的深度學習資源 Collection of deep learning materials for everyone
most recent commit 7 months ago
Andrew Ng Notes ⭐ 466
This is Andrew NG Coursera Handwritten Notes.
most recent commit 4 months ago
Graphwaveletneuralnetwork ⭐ 458
A PyTorch implementation of "Graph Wavelet Neural Network" (ICLR 2019)
most recent commit 4 months ago
Neural Backed Decision Trees ⭐ 445
Making decision trees competitive with neural networks on CIFAR10, CIFAR100, TinyImagenet200, Imagenet
most recent commit a year ago
Lednet ⭐ 425
LEDNet: A Lightweight Encoder-Decoder Network for Real-time Semantic Segmentation
most recent commit 2 years ago
Capsnet ⭐ 422
CapsNet (Capsules Net) in Geoffrey E Hinton paper "Dynamic Routing Between Capsules" - State Of the Art
most recent commit 7 months ago
Rexnet ⭐ 416
Official Pytorch implementation of ReXNet (Rank eXpansion Network) with pretrained models
most recent commit 5 months ago
Dropblock ⭐ 408
Implementation of DropBlock: A regularization method for convolutional networks in PyTorch.
total releases 5most recent commit 2 years ago
Nnsvs ⭐ 406
Neural network-based singing voice synthesis library for research
most recent commit 9 hours ago
Spikingjelly ⭐ 405
SpikingJelly is an open-source deep learning framework for Spiking Neural Network (SNN) based on PyTorch.
total releases 41most recent commit 3 days ago
Pytorch Segmentation ⭐ 404
Pytorch for Segmentation
most recent commit 3 years ago
Norse ⭐ 399
Deep learning with spiking neural networks (SNNs) in PyTorch.
total releases 10most recent commit 2 days ago
Pytorch Ntm ⭐ 398
Neural Turing Machines (NTM) - PyTorch Implementation
most recent commit 4 years ago
Pytorch Neat ⭐ 387
most recent commit 2 years ago
Netdissect ⭐ 381
Network Dissection http://netdissect.csail.mit.edu for quantifying interpretability of deep CNNs.
most recent commit 4 years ago
Awesome Gcn ⭐ 377
resources for graph convolutional networks （图卷积神经网络相关资源）
most recent commit 3 years ago
Pspnet Pytorch ⭐ 377
PyTorch implementation of PSPNet segmentation network
most recent commit 5 years ago
Espnetv2 ⭐ 375
A light-weight, power efficient, and general purpose convolutional neural network
most recent commit a year ago
Real Time Network ⭐ 370
real-time network architecture for mobile devices and semantic segmentation
most recent commit 17 days ago
Recurrent Visual Attention ⭐ 367
A PyTorch Implementation of "Recurrent Models of Visual Attention"
most recent commit 2 years ago
Cspn ⭐ 367
Convolutional Spatial Propagation Network
most recent commit 2 years ago
Pywick ⭐ 361
High-level batteries-included neural network training library for Pytorch
total releases 5most recent commit 7 months ago
Cavaface ⭐ 359
🍻 🚀 🌆 face recognition training project(pytorch)
most recent commit 7 months ago
Tdan Vsr Cvpr 2020 ⭐ 356
TDAN: Temporally-Deformable Alignment Network for Video Super-Resolution, CVPR 2020
most recent commit 4 months ago
Bag_of_tricks_for_image_classification_with_convolutional_neural_networks ⭐ 352
experiments on Paper <Bag of Tricks for Image Classification with Convolutional Neural Networks> and other useful tricks to improve CNN acc
most recent commit 3 years ago
Edgenets ⭐ 340
This repository contains the source code of our work on designing efficient CNNs for computer vision
most recent commit a year ago
Slimming ⭐ 337
Learning Efficient Convolutional Networks through Network Slimming, In ICCV 2017.
most recent commit 3 years ago
Pytorch Slimming ⭐ 328
Learning Efficient Convolutional Networks through Network Slimming, In ICCV 2017.
most recent commit 3 years ago
Rezero ⭐ 326
Official PyTorch Repo for "ReZero is All You Need: Fast Convergence at Large Depth"
most recent commit a year ago
Inpainting_gmcnn ⭐ 324
Image Inpainting via Generative Multi-column Convolutional Neural Networks, NeurIPS2018
most recent commit 4 months ago
Optnet ⭐ 321
OptNet: Differentiable Optimization as a Layer in Neural Networks
most recent commit 2 years ago
San ⭐ 318
Second-order Attention Network for Single Image Super-resolution (CVPR-2019)
most recent commit 2 years ago
Hyperspectral Classification ⭐ 309
Hyperspectral-Classification Pytorch
most recent commit 24 days ago
Text Classification Models Pytorch ⭐ 309
Implementation of State-of-the-art Text Classification Models in Pytorch
most recent commit 3 years ago
Densenet Pytorch ⭐ 306
A PyTorch Implementation for Densely Connected Convolutional Networks (DenseNets)
most recent commit 4 years ago
Pytorch Mini Tutorials ⭐ 305
Minimal tutorials for PyTorch
most recent commit 2 years ago
Ggnn.pytorch ⭐ 302
A PyTorch Implementation of Gated Graph Sequence Neural Networks (GGNN)
most recent commit 3 years ago
Dl_pytorch ⭐ 296
Code for the Deep Learning with PyTorch lesson
most recent commit 2 years ago
Dann ⭐ 295
pytorch implementation of Domain-Adversarial Training of Neural Networks
most recent commit 3 years ago
Yolov3 Network Slimming ⭐ 294
yolov3 network slimming剪枝的一种实现
most recent commit 3 years ago
Ffa Net ⭐ 286
FFA-Net: Feature Fusion Attention Network for Single Image Dehazing
most recent commit 8 months ago
Graph_transformer_networks ⭐ 285
Graph Transformer Networks (Authors' PyTorch implementation for the NeurIPS 19 paper)
most recent commit 2 years ago
Pose Residual Network Pytorch ⭐ 282
Code for the Pose Residual Network introduced in 'MultiPoseNet: Fast Multi-Person Pose Estimation using Pose Residual Network' paper https://arxiv.org/abs/1807.04067
most recent commit a year ago
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