Awesome Open Source
Awesome Open Source
Combined Topics
pytorch-tutorial x
Advertising 📦 9
All Projects
Application Programming Interfaces 📦 120
Applications 📦 181
Artificial Intelligence 📦 72
Blockchain 📦 70
Build Tools 📦 111
Cloud Computing 📦 79
Code Quality 📦 28
Collaboration 📦 30
Command Line Interface 📦 48
Community 📦 81
Companies 📦 60
Compilers 📦 60
Computer Science 📦 74
Configuration Management 📦 39
Content Management 📦 167
Control Flow 📦 197
Data Formats 📦 77
Data Processing 📦 266
Data Storage 📦 132
Economics 📦 60
Frameworks 📦 198
Games 📦 122
Graphics 📦 103
Hardware 📦 148
Integrated Development Environments 📦 47
Learning Resources 📦 147
Legal 📦 28
Libraries 📦 119
Lists Of Projects 📦 21
Machine Learning 📦 336
Mapping 📦 61
Marketing 📦 15
Mathematics 📦 55
Media 📦 228
Messaging 📦 97
Networking 📦 304
Operating Systems 📦 84
Operations 📦 120
Package Managers 📦 52
Programming Languages 📦 229
Runtime Environments 📦 96
Science 📦 42
Security 📦 375
Social Media 📦 26
Software Architecture 📦 70
Software Development 📦 68
Software Performance 📦 57
Software Quality 📦 127
Text Editors 📦 45
Text Processing 📦 131
User Interface 📦 310
User Interface Components 📦 465
Version Control 📦 29
Virtualization 📦 68
Web Browsers 📦 38
Web Servers 📦 25
Web User Interface 📦 194

The Top 276 Pytorch Tutorial Open Source Projects on Github

Categories > Learning Resources > Pytorch Tutorial
Pytorch Tutorial ⭐ 21,769
PyTorch Tutorial for Deep Learning Researchers
Pytorch Handbook ⭐ 15,185
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快速入门，其中包含的Pytorch教程全部通过测试保证可以成功运行
Dive Into Dl Pytorch ⭐ 13,266
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。
Awesome Pytorch List ⭐ 11,778
A comprehensive list of pytorch related content on github,such as different models,implementations,helper libraries,tutorials etc.
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》)
Pytorch Tutorial ⭐ 5,823
Build your neural network easy and fast, 莫烦Python中文教学
Practical_rl ⭐ 4,631
A course in reinforcement learning in the wild
Pytorch Sentiment Analysis ⭐ 2,905
Tutorials on getting started with PyTorch and TorchText for sentiment analysis.
Pytorch Seq2seq ⭐ 2,634
Tutorials on implementing a few sequence-to-sequence (seq2seq) models with PyTorch and TorchText.
Pytorch Beginner ⭐ 2,498
pytorch tutorial for beginners
Code Of Learn Deep Learning With Pytorch ⭐ 2,161
This is code of book "Learn Deep Learning with PyTorch"
Pytorch Playground ⭐ 2,143
Base pretrained models and datasets in pytorch (MNIST, SVHN, CIFAR10, CIFAR100, STL10, AlexNet, VGG16, VGG19, ResNet, Inception, SqueezeNet)
Yolo_v3_tutorial_from_scratch ⭐ 1,797
Accompanying code for Paperspace tutorial series "How to Implement YOLO v3 Object Detector from Scratch"
Machine Learning Collection ⭐ 1,728
A resource for learning about ML, DL, PyTorch and TensorFlow. Feedback always appreciated :)
A Pytorch Tutorial To Image Captioning ⭐ 1,703
Show, Attend, and Tell | a PyTorch Tutorial to Image Captioning
Captcha_break ⭐ 1,677
验证码识别
A Pytorch Tutorial To Object Detection ⭐ 1,588
SSD: Single Shot MultiBox Detector | a PyTorch Tutorial to Object Detection
Awesome Pytorch List Cnversion ⭐ 1,426
Awesome-pytorch-list 翻译工作进行中......
Deep Learning Boot Camp ⭐ 1,258
A community run, 5-day PyTorch Deep Learning Bootcamp
Pytorchdocs ⭐ 1,191
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！
Pytorchnlpbook ⭐ 1,043
Code and data accompanying Natural Language Processing with PyTorch published by O'Reilly Media https://nlproc.info
Machine Learning ⭐ 990
머신러닝 입문자 혹은 스터디를 준비하시는 분들에게 도움이 되고자 만든 repository입니다. (This repository is intented for helping whom are interested in machine learning study)
Deep Learning Project Template ⭐ 762
A best practice for deep learning project template architecture.
Pytorchtricks ⭐ 742
Some tricks of pytorch... ⭐️
Capsule Network Tutorial ⭐ 678
Pytorch easy-to-follow Capsule Network tutorial
Pytorch Project Template ⭐ 622
A scalable template for PyTorch projects, with examples in Image Segmentation, Object classification, GANs and Reinforcement Learning.
Facial Similarity With Siamese Networks In Pytorch ⭐ 620
Implementing Siamese networks with a contrastive loss for similarity learning
Deep Tutorials For Pytorch ⭐ 612
In-depth tutorials for implementing deep learning models on your own with PyTorch.
Video Classification ⭐ 498
Tutorial for video classification/ action recognition using 3D CNN/ CNN+RNN on UCF101
Blitz Bayesian Deep Learning ⭐ 444
A simple and extensible library to create Bayesian Neural Network layers on PyTorch.
Early Stopping Pytorch ⭐ 428
Early stopping for PyTorch
Pytorch From Zero To One ⭐ 418
PyTorch从入门到精通
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。
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
Kind Pytorch Tutorial ⭐ 378
Kind PyTorch Tutorial for beginners
First Steps Towards Deep Learning ⭐ 375
This is an open sourced book on deep learning.
Pytorch Image Classification ⭐ 370
Tutorials on how to implement a few key architectures for image classification using PyTorch and TorchVision.
Ppo Pytorch ⭐ 349
Minimal implementation of clipped objective Proximal Policy Optimization (PPO) in PyTorch
Benchmarking Keras Pytorch ⭐ 342
🔥 Reproducibly benchmarking Keras and PyTorch models
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
Ensemble Pytorch ⭐ 301
A unified ensemble framework for PyTorch to improve the performance and robustness of your deep learning model.
Pytorch Chatbot ⭐ 300
Pytorch seq2seq chatbot
Fast Pytorch ⭐ 299
Pytorch Tutorial, Pytorch with Google Colab, Pytorch Implementations: CNN, RNN, DCGAN, Transfer Learning, Chatbot, Pytorch Sample Codes
Thinking In Tensors Writing In Pytorch ⭐ 280
Thinking in tensors, writing in PyTorch (a hands-on deep learning intro)
Pytorch Cnn Adversarial Attacks ⭐ 272
Pytorch implementation of convolutional neural network adversarial attack techniques
Pytorch Kaggle Starter ⭐ 258
Pytorch starter kit for Kaggle competitions
Capsule_net_pytorch ⭐ 250
Readable implementation of a Capsule Network as described in "Dynamic Routing Between Capsules" [Hinton et. al.]
Pytorch Cheatsheet ⭐ 249
Check out improved:
Transformers Tutorials ⭐ 242
Github repo with tutorials to fine tune transformers for diff NLP tasks
Pytorch_fine_tuning_tutorial ⭐ 226
A short tutorial on performing fine tuning or transfer learning in PyTorch.
Pytorch Lesson Zh ⭐ 214
pytorch 包教不包会
A Pytorch Tutorial To Sequence Labeling ⭐ 202
Empower Sequence Labeling with Task-Aware Neural Language Model | a PyTorch Tutorial to Sequence Labeling
Pytorch Nlp Notebooks ⭐ 199
Learn how to use PyTorch to solve some common NLP problems with deep learning.
Book_deeplearning_in_pytorch_source ⭐ 194
Pytorch Tutorials Kr ⭐ 192
🇰🇷PyTorch에서 제공하는 튜토리얼의 한국어 번역을 위한 저장소입니다. (Translate PyTorch tutorials in Korean🇰🇷)
Gdrl ⭐ 190
Grokking Deep Reinforcement Learning
Pytorch Vae ⭐ 187
A Variational Autoencoder (VAE) implemented in PyTorch
Pytorch Practice ⭐ 160
Some example scripts on pytorch
A Pytorch Tutorial To Text Classification ⭐ 154
Hierarchical Attention Networks | a PyTorch Tutorial to Text Classification
Pytorch Tutorial ⭐ 148
PyTorch深度学习快速入门教程（绝对通俗易懂！）
Applied Dl 2018 ⭐ 145
Tel-Aviv Deep Learning Boot-camp: 12 Applied Deep Learning Labs
Frontalization ⭐ 139
Pytorch deep learning face frontalization model
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
A Pytorch Tutorial To Super Resolution ⭐ 136
Photo-Realistic Single Image Super-Resolution Using a Generative Adversarial Network | a PyTorch Tutorial to Super-Resolution
Pytorch Spectral Clustering ⭐ 122
[Under development]- Implementation of various methods for dimensionality reduction and spectral clustering implemented with Pytorch
Pytorch Pos Tagging ⭐ 109
A tutorial on how to implement models for part-of-speech tagging using PyTorch and TorchText.
Pytorch Question Answering ⭐ 102
Important paper implementations for Question Answering using PyTorch
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）
Deep Image Analogy Pytorch ⭐ 93
Visual Attribute Transfer through Deep Image Analogy in PyTorch!
Pytorch ⭐ 88
PyTorch tutorials A to Z
Pytorch Keras Toandroid ⭐ 88
Pytorch 101 Tutorial Series ⭐ 87
PyTorch 101 series covering everything from the basic building blocks all the way to building custom architectures.
Machine Learning ⭐ 79
My Attempt(s) In The World Of ML/DL....
Pytorch Learners Tutorial ⭐ 71
PyTorch tutorial for learners
Pytorch Seq2seq Example ⭐ 69
Fully batched seq2seq example based on practical-pytorch, and more extra features.
Get_started_with_deep_learning_for_text_with_allennlp ⭐ 67
Getting started with AllenNLP and PyTorch by training a tweet classifier
Tutorial Competition 2018 ⭐ 64
PyTorch KR Tutorial Competition 2018
Pytorch Rl ⭐ 64
Tutorials for reinforcement learning in PyTorch and Gym by implementing a few of the popular algorithms. [IN PROGRESS]
Pytorch Conditional Gans ⭐ 61
Implementation of Conditional Generative Adversarial Networks in PyTorch
Vitech ⭐ 61
tuyển chọn các tài liệu về công nghệ bằng tiếng Việt
Sequence To Sequence 101 ⭐ 60
a series of tutorials on sequence to sequence learning, implemented with PyTorch.
Pytorch In Real Life ⭐ 60
Contains real-life example that can be solved by pytorch
Voice Conversion Gan ⭐ 59
Voice Conversion using Cycle GAN's For Non-Parallel Data
Pretraining For Language Understanding ⭐ 59
Pre-training of Language Models for Language Understanding
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
Mrnet ⭐ 44
Implementation of the paper: Deep-learning-assisted diagnosis for knee magnetic resonance imaging: Development and retrospective validation of MRNet
Dl_notebooks ⭐ 42
This repo contains all the notebooks mentioned in blog.
Pytorch_experiments ⭐ 42
Auto Encoders in PyTorch
Cnn_text_classification ⭐ 42
A PyTorch CNN for classifying the sentiment of movie reviews, based on the paper "Convolutional Neural Networks for Sentence Classification" by Yoon Kim (2014).
Pytorch Captcha ⭐ 42
使用pytorch搭建cnn识别验证码
Carrier Of Tricks For Classification Pytorch ⭐ 40
carrier of tricks for image classification tutorials using pytorch.
Deeplearning Padhai ⭐ 39
All the code files related to the deep learning course from PadhAI
Pytorch Nlp Tutorial Nyc2017 ⭐ 38
Materials for O'Reilly DL 4 NLP tutorial (NYC, June 2017)
Keras Pytorch Avp Transfer Learning ⭐ 38
We pit Keras and PyTorch against each other, showing their strengths and weaknesses in action. We present a real problem, a matter of life-and-death: distinguishing Aliens from Predators!
Receptive Field In Pytorch ⭐ 38
Numerical Computation of Receptive Field in Pytorch
Deep Dream Pytorch ⭐ 37
Pytorch implementation of DeepDream on VGG16 Network
Pytorch Continuous Bag Of Words ⭐ 36
The Continuous Bag-of-Words model (CBOW) is frequently used in NLP deep learning. It's a model that tries to predict words given the context of a few words before and a few words after the target word.
Pytorch Examples Cn ⭐ 34
用例子学习PyTorch1.0（Learning PyTorch with Examples 中文翻译与学习）
Contractive_autoencoder_in_pytorch ⭐ 34
Pytorch implementation of contractive autoencoder on MNIST dataset
Pytorch Tutorials ⭐ 32
Learn to build your neural network using PyTorch
1-100 of 276 projects

Related Projects

Jupyter Notebook Pytorch Tutorial Projects (158)
Deep Learning Pytorch Tutorial Projects (120)
Python Pytorch Tutorial Projects (109)
Advertising 📦 9
All Projects
Application Programming Interfaces 📦 120
Applications 📦 181
Artificial Intelligence 📦 72
Blockchain 📦 70
Build Tools 📦 111
Cloud Computing 📦 79
Code Quality 📦 28
Collaboration 📦 30
Command Line Interface 📦 48
Community 📦 81
Companies 📦 60
Compilers 📦 60
Computer Science 📦 74
Configuration Management 📦 39
Content Management 📦 167
Control Flow 📦 197
Data Formats 📦 77
Data Processing 📦 266
Data Storage 📦 132
Economics 📦 60
Frameworks 📦 198
Games 📦 122
Graphics 📦 103
Hardware 📦 148
Integrated Development Environments 📦 47
Learning Resources 📦 147
Legal 📦 28
Libraries 📦 119
Lists Of Projects 📦 21
Machine Learning 📦 336
Mapping 📦 61
Marketing 📦 15
Mathematics 📦 55
Media 📦 228
Messaging 📦 97
Networking 📦 304
Operating Systems 📦 84
Operations 📦 120
Package Managers 📦 52
Programming Languages 📦 229
Runtime Environments 📦 96
Science 📦 42
Security 📦 375
Social Media 📦 26
Software Architecture 📦 70
Software Development 📦 68
Software Performance 📦 57
Software Quality 📦 127
Text Editors 📦 45
Text Processing 📦 131
User Interface 📦 310
User Interface Components 📦 465
Version Control 📦 29
Virtualization 📦 68
Web Browsers 📦 38
Web Servers 📦 25
Web User Interface 📦 194
"GitHub" is a registered trademark of GitHub, Inc. Awesome Open Source is not affiliated with GitHub.

All non readme contents or Github based topics or project metadata copyright Awesome Open Source 2018-2021