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760 search results found

Pytorch ⭐ 74,794

Tensors and Dynamic neural networks in Python with strong GPU acceleration

Pytorch Tutorial ⭐ 27,137

PyTorch Tutorial for Deep Learning Researchers

The Incredible Pytorch ⭐ 10,557

The Incredible PyTorch: a curated list of tutorials, papers, projects, communities and more relating to PyTorch.

Pytorch Tutorial ⭐ 7,372

Build your neural network easy and fast, 莫烦Python中文教学

Machine Learning Collection ⭐ 6,173

A resource for learning about Machine learning & Deep Learning

Deep Learning V2 Pytorch ⭐ 4,973

Projects and exercises for the latest Deep Learning ND program https://www.udacity.com/course/deep-learning-nanod

Topdeeplearning ⭐ 4,901

A list of popular github projects related to deep learning

Pytorch Examples ⭐ 4,170

Simple examples to introduce PyTorch

D2l Pytorch ⭐ 3,933

This project reproduces the book Dive Into Deep Learning (https://d2l.ai/), adapting the code from MXNet into PyTorch.

Pytorch Cifar100 ⭐ 3,687

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)

Stargan V2 ⭐ 3,185

StarGAN v2 - Official PyTorch Implementation (CVPR 2020)

Practicalai Cn ⭐ 3,150

AI实战-practicalAI 中文版

Pygcn ⭐ 2,952

Graph Convolutional Networks in PyTorch

Flownet2 Pytorch ⭐ 2,912

Pytorch implementation of FlowNet 2.0: Evolution of Optical Flow Estimation with Deep Networks

Siamese Triplet ⭐ 2,853

Siamese and triplet networks with online pair/triplet mining in PyTorch

Deep Learning Book ⭐ 2,650

Repository for "Introduction to Artificial Neural Networks and Deep Learning: A Practical Guide with Applications in Python"

Pytorch_geometric_temporal ⭐ 2,386

PyTorch Geometric Temporal: Spatiotemporal Signal Processing with Neural Machine Learning Models (CIKM 2021)

Awesome Network Embedding ⭐ 2,218

A curated list of network embedding techniques.

Muzero General ⭐ 2,203

Awesome Pruning ⭐ 2,091

A curated list of neural network pruning resources.

Pytorch Networks ⭐ 1,740

Pytorch implementation of cnn network

Deblurgan ⭐ 1,657

Image Deblurring using Generative Adversarial Networks

Byol Pytorch ⭐ 1,630

Usable Implementation of "Bootstrap Your Own Latent" self-supervised learning, from Deepmind, in Pytorch

Andrew Ng Notes ⭐ 1,367

This is Andrew NG Coursera Handwritten Notes.

Torchstat ⭐ 1,340

Model analyzer in PyTorch

PyTorch code for our ECCV 2018 paper "Image Super-Resolution Using Very Deep Residual Channel Attention Networks"

Meshcnn ⭐ 1,211

Convolutional Neural Network for 3D meshes in PyTorch

Capsgnn ⭐ 1,180

A PyTorch implementation of "Capsule Graph Neural Network" (ICLR 2019).

Cnnimageretrieval Pytorch ⭐ 1,174

CNN Image Retrieval in PyTorch: Training and evaluating CNNs for Image Retrieval in PyTorch

Nlp Paper ⭐ 1,070

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

Unet Family ⭐ 1,029

Paper and implementation of UNet-related model.

Psmnet ⭐ 1,007

Pyramid Stereo Matching Network (CVPR2018)

Rethinking Network Pruning ⭐ 997

Rethinking the Value of Network Pruning (Pytorch) (ICLR 2019)

Cv Pretrained Model ⭐ 991

A collection of computer vision pre-trained models.

Grokking Pytorch ⭐ 969

The Hitchiker's Guide to PyTorch

Nnaudio ⭐ 882

Audio processing by using pytorch 1D convolution network

alfred-py: A deep learning utility library for **human**, more detail about the usage of lib to: https://zhuanlan.zhihu.com/p/341446046

Generative Adversarial Networks implemented in PyTorch and Tensorflow

Flownetpytorch ⭐ 773

Pytorch implementation of FlowNet by Dosovitskiy et al.

Relational Networks ⭐ 746

Pytorch implementation of "A simple neural network module for relational reasoning" (Relational Networks)

Flashtorch ⭐ 712

Visualization toolkit for neural networks in PyTorch! Demo -->

Awesome_deep_learning_interpretability ⭐ 699

深度学习近年来关于神经网络模型解释性的相关高引用/顶会论文(附带代码)

Graph_transformer_networks ⭐ 694

Graph Transformer Networks (Authors' PyTorch implementation for the NeurIPS 19 paper)

Capsule Network Tutorial ⭐ 678

Pytorch easy-to-follow Capsule Network tutorial

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.

Facial Similarity With Siamese Networks In Pytorch ⭐ 620

Implementing Siamese networks with a contrastive loss for similarity learning

Gnns For Nlp ⭐ 619

Tutorial: Graph Neural Networks for Natural Language Processing at EMNLP 2019 and CODS-COMAD 2020

All About The Gan ⭐ 602

All About the GANs(Generative Adversarial Networks) - Summarized lists for GAN

Bittensor ⭐ 596

Internet-scale Neural Networks

Pytorch Cnn Finetune ⭐ 580

Fine-tune pretrained Convolutional Neural Networks with PyTorch

Deep learning with spiking neural networks (SNNs) in PyTorch.

Cifar Zoo ⭐ 575

PyTorch implementation of CNNs for CIFAR benchmark

常用的语义分割架构结构综述以及代码复现

Prototypical Networks ⭐ 524

Code for the NIPS 2017 Paper "Prototypical Networks for Few-shot Learning"

Octaveconv_pytorch ⭐ 520

Pytorch implementation of newly added convolution

Tps_stn_pytorch ⭐ 510

PyTorch implementation of Spatial Transformer Network (STN) with Thin Plate Spline (TPS)

Graphwaveletneuralnetwork ⭐ 501

A PyTorch implementation of "Graph Wavelet Neural Network" (ICLR 2019)

Ternausnetv2 ⭐ 500

TernausNetV2: Fully Convolutional Network for Instance Segmentation

Network Slimming ⭐ 499

Network Slimming (Pytorch) (ICCV 2017)

Neural Backed Decision Trees ⭐ 445

Making decision trees competitive with neural networks on CIFAR10, CIFAR100, TinyImagenet200, Imagenet

LEDNet: A Lightweight Encoder-Decoder Network for Real-time Semantic Segmentation

Capsnet ⭐ 422

CapsNet (Capsules Net) in Geoffrey E Hinton paper "Dynamic Routing Between Capsules" - State Of the Art

Official Pytorch implementation of ReXNet (Rank eXpansion Network) with pretrained models

Dropblock ⭐ 408

Implementation of DropBlock: A regularization method for convolutional networks in PyTorch.

Pytorch Ntm ⭐ 398

Neural Turing Machines (NTM) - PyTorch Implementation

Pytorch Neat ⭐ 387

Netdissect ⭐ 381

Network Dissection http://netdissect.csail.mit.edu for quantifying interpretability of deep CNNs.

Awesome Gcn ⭐ 377

resources for graph convolutional networks （图卷积神经网络相关资源）

Pspnet Pytorch ⭐ 377

PyTorch implementation of PSPNet segmentation network

Espnetv2 ⭐ 375

A light-weight, power efficient, and general purpose convolutional neural network

Real Time Network ⭐ 374

real-time network architecture for mobile devices and semantic segmentation

Convolutional Spatial Propagation Network

Recurrent Visual Attention ⭐ 367

A PyTorch Implementation of "Recurrent Models of Visual Attention"

Fcn Pytorch ⭐ 366

🚘 Easiest Fully Convolutional Networks

Dl_pytorch ⭐ 361

Code for the Deep Learning with PyTorch lesson

High-level batteries-included neural network training library for Pytorch

Cavaface ⭐ 359

🍻 🚀 🌆 face recognition training project(pytorch)

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

Awesome Denoise ⭐ 350

One-paper-one-short-contribution-summary of all latest image/burst/video Denoising papers with code & citation published in top conference and journal.

Srgan Pytorch ⭐ 343

A simple and complete implementation of super-resolution paper.

Edgenets ⭐ 340

This repository contains the source code of our work on designing efficient CNNs for computer vision

Slimming ⭐ 337

Learning Efficient Convolutional Networks through Network Slimming, In ICCV 2017.

Machine Learning Is All You Need ⭐ 337

🔥🌟《Machine Learning 格物志》: ML + DL + RL basic codes and notes by sklearn, PyTorch, TensorFlow, Keras & the most important, from scratch!💪 This repository is ALL You Need!

Pytorch Slimming ⭐ 328

Learning Efficient Convolutional Networks through Network Slimming, In ICCV 2017.

Official PyTorch Repo for "ReZero is All You Need: Fast Convergence at Large Depth"

How To Read Pytorch ⭐ 325

Quick, visual, principled introduction to pytorch code through five colab notebooks.

Inpainting_gmcnn ⭐ 324

Image Inpainting via Generative Multi-column Convolutional Neural Networks, NeurIPS2018

OptNet: Differentiable Optimization as a Layer in Neural Networks

Second-order Attention Network for Single Image Super-resolution (CVPR-2019)

Glasses ⭐ 311

High-quality Neural Networks for Computer Vision 😎

Text Classification Models Pytorch ⭐ 309

Implementation of State-of-the-art Text Classification Models in Pytorch

Hyperspectral Classification ⭐ 309

Hyperspectral-Classification Pytorch

Siamese Pytorch ⭐ 308

这是一个孪生神经网络（Siamese network）的库，可进行图片的相似性比较。

Densenet Pytorch ⭐ 306

A PyTorch Implementation for Densely Connected Convolutional Networks (DenseNets)

Pytorch Mini Tutorials ⭐ 305

Minimal tutorials for PyTorch

Ggnn.pytorch ⭐ 302

A PyTorch Implementation of Gated Graph Sequence Neural Networks (GGNN)

pytorch implementation of Domain-Adversarial Training of Neural Networks

Yolov3 Network Slimming ⭐ 294

yolov3 network slimming剪枝的一种实现

Snn_toolbox ⭐ 293

Toolbox for converting analog to spiking neural networks (ANN to SNN), and running them in a spiking neuron simulator.

Ffa Net ⭐ 286

FFA-Net: Feature Fusion Attention Network for Single Image Dehazing

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