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The Top 317 Pytorch Tutorial Open Source Projects

Categories > Learning Resources > Pytorch Tutorial
Pytorch Tutorial ⭐ 21,979
PyTorch Tutorial for Deep Learning Researchers
most recent commit 9 months ago
Pytorch Handbook ⭐ 16,243
pytorch handbook是一本开源的书籍，目标是帮助那些希望和使用PyTorch进行深度学习开发和研究的朋友
most recent commit 3 months ago
Dive Into Dl Pytorch ⭐ 13,747
本项目将《动手学深度学习》(Dive into Deep Learning)原书中的MXNet实现改为PyTorch实现。
most recent commit 9 months ago
Awesome Pytorch List ⭐ 12,977
A comprehensive list of pytorch related content on github,such as different models,implementations,helper libraries,tutorials etc.
most recent commit 2 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 Book ⭐ 8,618
PyTorch tutorials and fun projects including neural talk, neural style, poem writing, anime generation (《深度学习框架PyTorch：入门与实战》)
most recent commit a year ago
Pytorch Tutorial ⭐ 6,783
Build your neural network easy and fast, 莫烦Python中文教学
most recent commit 2 months ago
Tutorials ⭐ 6,103
PyTorch tutorials.
most recent commit 7 days ago
Practical_rl ⭐ 4,994
A course in reinforcement learning in the wild
most recent commit 3 days ago
Practical Pytorch ⭐ 4,272
Go to https://github.com/pytorch/tutorials - this repo is deprecated and no longer maintained
most recent commit a year ago
Pytorchzerotoall ⭐ 3,565
Simple PyTorch Tutorials Zero to ALL!
most recent commit 9 months ago
Interviews.ai ⭐ 3,146
It is my belief that you, the postgraduate students and job-seekers for whom the book is primarily meant will benefit from reading it; however, it is my hope that even the most experienced researchers will find it fascinating as well.
most recent commit 5 months ago
Pytorch Sentiment Analysis ⭐ 2,905
Tutorials on getting started with PyTorch and TorchText for sentiment analysis.
most recent commit a year 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
Pytorch Seq2seq ⭐ 2,634
Tutorials on implementing a few sequence-to-sequence (seq2seq) models with PyTorch and TorchText.
most recent commit a year ago
Pytorch Playground ⭐ 2,255
Base pretrained models and datasets in pytorch (MNIST, SVHN, CIFAR10, CIFAR100, STL10, AlexNet, VGG16, VGG19, ResNet, Inception, SqueezeNet)
most recent commit 4 months ago
Code Of Learn Deep Learning With Pytorch ⭐ 2,161
This is code of book "Learn Deep Learning with PyTorch"
most recent commit 3 years ago
Yolo_v3_tutorial_from_scratch ⭐ 1,797
Accompanying code for Paperspace tutorial series "How to Implement YOLO v3 Object Detector from Scratch"
most recent commit 3 years ago
Pytorchdocs ⭐ 1,743
PyTorch 官方中文教程包含 60 分钟快速入门教程，强化教程，计算机视觉，自然语言处理，生成对抗网络，强化学习。欢迎 Star，Fork！
most recent commit 5 months ago
A Pytorch Tutorial To Image Captioning ⭐ 1,703
Show, Attend, and Tell | a PyTorch Tutorial to Image Captioning
most recent commit a year ago
Captcha_break ⭐ 1,677
验证码识别
most recent commit 2 years ago
A Pytorch Tutorial To Object Detection ⭐ 1,588
SSD: Single Shot MultiBox Detector | a PyTorch Tutorial to Object Detection
most recent commit 2 years ago
Machine Learning ⭐ 1,531
머신러닝 입문자 혹은 스터디를 준비하시는 분들에게 도움이 되고자 만든 repository입니다. (This repository is intented for helping whom are interested in machine learning study)
most recent commit a month ago
Awesome Pytorch List Cnversion ⭐ 1,426
Awesome-pytorch-list 翻译工作进行中......
most recent commit a year ago
Pytorch Cpp ⭐ 1,334
C++ Implementation of PyTorch Tutorials for Everyone
most recent commit a month ago
Pytorchnlpbook ⭐ 1,043
Code and data accompanying Natural Language Processing with PyTorch published by O'Reilly Media https://nlproc.info
most recent commit 2 years ago
Pytorchtricks ⭐ 907
Some tricks of pytorch... ⭐️
most recent commit 10 days ago
Pytorchtutorial ⭐ 811
PyTorch Tutorials from my YouTube channel
most recent commit 3 months ago
Deep Learning Project Template ⭐ 762
A best practice for deep learning project template architecture.
most recent commit 3 years ago
Pytorch Tutorial ⭐ 741
PyTorch深度学习快速入门教程（绝对通俗易懂！）
most recent commit a month ago
Capsule Network Tutorial ⭐ 678
Pytorch easy-to-follow Capsule Network tutorial
most recent commit 3 years ago
Pytorch Project Template ⭐ 658
A scalable template for PyTorch projects, with examples in Image Segmentation, Object classification, GANs and Reinforcement Learning.
most recent commit 6 months ago
Blitz Bayesian Deep Learning ⭐ 632
A simple and extensible library to create Bayesian Neural Network layers on PyTorch.
dependent packages 1total releases 8most recent commit a month agopypi blitz-bayesian-pytorch} Downloads
Facial Similarity With Siamese Networks In Pytorch ⭐ 620
Implementing Siamese networks with a contrastive loss for similarity learning
most recent commit 2 years ago
Deep Tutorials For Pytorch ⭐ 612
In-depth tutorials for implementing deep learning models on your own with PyTorch.
most recent commit 2 years ago
Ppo Pytorch ⭐ 592
Minimal implementation of clipped objective Proximal Policy Optimization (PPO) in PyTorch
most recent commit 5 months ago
Ensemble Pytorch ⭐ 586
A unified ensemble framework for PyTorch to improve the performance and robustness of your deep learning model.
total releases 8most recent commit 2 months ago
Video Classification ⭐ 498
Tutorial for video classification/ action recognition using 3D CNN/ CNN+RNN on UCF101
most recent commit 2 years ago
Pytorch Image Classification ⭐ 475
Tutorials on how to implement a few key architectures for image classification using PyTorch and TorchVision.
most recent commit 6 months ago
Pytorch_tutorial ⭐ 445
PyTorch Tutorial (1.7)
most recent commit 2 years ago
Early Stopping Pytorch ⭐ 428
Early stopping for PyTorch
most recent commit 2 years ago
Gdrl ⭐ 422
Grokking Deep Reinforcement Learning
most recent commit 5 months ago
Pytorch From Zero To One ⭐ 418
PyTorch从入门到精通
most recent commit 2 years ago
Deep Learning With Pytorch Chinese ⭐ 413
本仓库将PyTorch官方书籍《Deep learning with PyTorch》（基本摘录版）翻译成中文版并给出可运行的相关代码。
most recent commit 2 years ago
Daily Deeplearning ⭐ 411
🔥机器学习/深度学习/Python/算法面试/自然语言处理教程/剑指offer/machine learning/deeplearning/Python/Algorithm interview/NLP Tutorial
most recent commit a year ago
Kind Pytorch Tutorial ⭐ 378
Kind PyTorch Tutorial for beginners
most recent commit 5 years ago
First Steps Towards Deep Learning ⭐ 375
This is an open sourced book on deep learning.
most recent commit 3 years ago
Benchmarking Keras Pytorch ⭐ 342
🔥 Reproducibly benchmarking Keras and PyTorch models
most recent commit a year ago
Pytorch Tutorials Examples And Books ⭐ 316
PyTorch1.x tutorials, examples and some books I found 【不定期更新】整理的PyTorch 1.x 最新版教程、例子和书籍
most recent commit 2 years ago
Pytorch Chatbot ⭐ 300
Pytorch seq2seq chatbot
most recent commit 2 years ago
Fast Pytorch ⭐ 299
Pytorch Tutorial, Pytorch with Google Colab, Pytorch Implementations: CNN, RNN, DCGAN, Transfer Learning, Chatbot, Pytorch Sample Codes
most recent commit 3 years ago
Thinking In Tensors Writing In Pytorch ⭐ 280
Thinking in tensors, writing in PyTorch (a hands-on deep learning intro)
most recent commit 2 years ago
Pytorch Cnn Adversarial Attacks ⭐ 272
Pytorch implementation of convolutional neural network adversarial attack techniques
most recent commit 4 years ago
Tutorials Kr ⭐ 261
🇰🇷파이토치에서 제공하는 튜토리얼의 한국어 번역을 위한 저장소입니다. (Translate PyTorch tutorials in Korean🇰🇷)
most recent commit 6 days ago
Awesome Pytorch ⭐ 259
Awesome PyTorch
most recent commit 4 months ago
Pytorch Kaggle Starter ⭐ 258
Pytorch starter kit for Kaggle competitions
most recent commit 5 years ago
Capsule_net_pytorch ⭐ 250
Readable implementation of a Capsule Network as described in "Dynamic Routing Between Capsules" [Hinton et. al.]
most recent commit 2 years ago
Transformers Tutorials ⭐ 242
Github repo with tutorials to fine tune transformers for diff NLP tasks
most recent commit 2 years ago
Pytorch_fine_tuning_tutorial ⭐ 226
A short tutorial on performing fine tuning or transfer learning in PyTorch.
most recent commit 4 years ago
Pytorch Lesson Zh ⭐ 214
pytorch 包教不包会
most recent commit 3 years ago
A Pytorch Tutorial To Sequence Labeling ⭐ 202
Empower Sequence Labeling with Task-Aware Neural Language Model | a PyTorch Tutorial to Sequence Labeling
most recent commit 2 years ago
Pytorch Nlp Notebooks ⭐ 199
Learn how to use PyTorch to solve some common NLP problems with deep learning.
most recent commit 3 years ago
Ensemble Pytorch ⭐ 195
A unified ensemble framework for PyTorch to easily improve the performance and robustness of your deep learning model.
most recent commit a year ago
Pytorchstepbystep ⭐ 162
Official repository of my book: "Deep Learning with PyTorch Step-by-Step: A Beginner's Guide"
most recent commit 4 months ago
A Pytorch Tutorial To Text Classification ⭐ 154
Hierarchical Attention Networks | a PyTorch Tutorial to Text Classification
most recent commit 2 years ago
Frontalization ⭐ 139
Pytorch deep learning face frontalization model
most recent commit 3 years ago
Pytorch1.0 Cn ⭐ 139
PyTorch 1.0 官方文档 中文版，欢迎关注微信公众号：磐创AI
most recent commit 3 years ago
A Pytorch Tutorial To Super Resolution ⭐ 136
Photo-Realistic Single Image Super-Resolution Using a Generative Adversarial Network | a PyTorch Tutorial to Super-Resolution
most recent commit a year ago
Pytorch Spectral Clustering ⭐ 122
[Under development]- Implementation of various methods for dimensionality reduction and spectral clustering implemented with Pytorch
most recent commit 5 years ago
Pytorch Pos Tagging ⭐ 109
A tutorial on how to implement models for part-of-speech tagging using PyTorch and TorchText.
most recent commit a year ago
Pytorch ⭐ 104
PyTorch tutorials A to Z
most recent commit 2 months ago
Pytorch Question Answering ⭐ 102
Important paper implementations for Question Answering using PyTorch
most recent commit 2 years ago
Pytorch_tutorials_jp ⭐ 97
PyTorch公式チュートリアル（日本語翻訳版）の各ノートブックファイル（Google Colab用）です
most recent commit 9 months ago
Deep Learning With Pytorch A 60 Minute Blitz Cn ⭐ 95
PyTorch1.0 深度学习：60分钟入门与实战（Deep Learning with PyTorch: A 60 Minute Blitz 中文翻译与学习）
most recent commit 3 years ago
Deep Image Analogy Pytorch ⭐ 93
Visual Attribute Transfer through Deep Image Analogy in PyTorch!
most recent commit 5 years ago
Deep_rl_with_pytorch ⭐ 89
A pytorch tutorial for DRL(Deep Reinforcement Learning)
most recent commit 3 years ago
Pytorch Keras Toandroid ⭐ 88
most recent commit 4 years ago
Machine Learning ⭐ 88
My Attempt(s) In The World Of ML/DL....
most recent commit 5 months ago
Pytorch 101 Tutorial Series ⭐ 87
PyTorch 101 series covering everything from the basic building blocks all the way to building custom architectures.
most recent commit 2 years ago
Carrier Of Tricks For Classification Pytorch ⭐ 82
carrier of tricks for image classification tutorials using pytorch.
most recent commit 8 months ago
Bi Lstm Crf ⭐ 76
A PyTorch implementation of the BI-LSTM-CRF model.
total releases 5most recent commit a year ago
Deeplearningwithpytorch ⭐ 76
most recent commit 2 years ago
Pytorch Accelerated ⭐ 76
A lightweight library designed to accelerate the process of training PyTorch models by providing a minimal, but extensible training loop which is flexible enough to handle the majority of use cases, and capable of utilizing different hardware options with no code changes required. Docs: https://pytorch-accelerated.readthedocs.io/en/late
total releases 23most recent commit 7 days ago
Pytorch Learners Tutorial ⭐ 71
PyTorch tutorial for learners
most recent commit 3 years ago
Pytorch Seq2seq Example ⭐ 69
Fully batched seq2seq example based on practical-pytorch, and more extra features.
most recent commit 4 years ago
Get_started_with_deep_learning_for_text_with_allennlp ⭐ 67
Getting started with AllenNLP and PyTorch by training a tweet classifier
most recent commit 5 years ago
Pytorch_sphinx_theme ⭐ 66
PyTorch Sphinx Theme
most recent commit 14 days ago
Tutorial Competition 2018 ⭐ 64
PyTorch KR Tutorial Competition 2018
most recent commit 3 years ago
Pytorch Rl ⭐ 64
Tutorials for reinforcement learning in PyTorch and Gym by implementing a few of the popular algorithms. [IN PROGRESS]
most recent commit 2 years ago
Vitech ⭐ 61
tuyển chọn các tài liệu về công nghệ bằng tiếng Việt
most recent commit 3 years ago
Pytorch Conditional Gans ⭐ 61
Implementation of Conditional Generative Adversarial Networks in PyTorch
most recent commit 4 years ago
Dmn Plus ⭐ 60
A Pytorch tutorial for implementation of Dynamic memory Network Plus
most recent commit 4 years ago
Pytorch In Real Life ⭐ 60
Contains real-life example that can be solved by pytorch
most recent commit a year ago
Sequence To Sequence 101 ⭐ 60
a series of tutorials on sequence to sequence learning, implemented with PyTorch.
most recent commit 2 years ago
Voice Conversion Gan ⭐ 59
Voice Conversion using Cycle GAN's For Non-Parallel Data
most recent commit 4 years ago
End To End Sequence Labeling Via Bi Directional Lstm Cnns Crf Tutorial ⭐ 59
Tutorial for End-to-end Sequence Labeling via Bi-directional LSTM-CNNs-CRF
most recent commit 2 years ago
Pretraining For Language Understanding ⭐ 59
Pre-training of Language Models for Language Understanding
most recent commit 3 years ago
Pytorch Practice ⭐ 47
Some Basic PyTorch Practice
most recent commit 3 years ago
Pytorch Tutorial On Google Colab ⭐ 44
PyTorch Tutorial on google colaboratory.
most recent commit 3 years ago
Mrnet ⭐ 44
Implementation of the paper: Deep-learning-assisted diagnosis for knee magnetic resonance imaging: Development and retrospective validation of MRNet
most recent commit 3 years ago
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