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The Top 70 Pytorch Tutorial Open Source Projects

Categories > Learning Resources > Pytorch Tutorial
Pytorch Tutorial ⭐ 20,469
PyTorch Tutorial for Deep Learning Researchers
Dive Into Dl Pytorch ⭐ 12,721
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。
Pytorch Tutorial ⭐ 5,955
Build your neural network easy and fast, 莫烦Python中文教学
Pytorch Seq2seq ⭐ 2,865
Tutorials on implementing a few sequence-to-sequence (seq2seq) models with PyTorch and TorchText.
Pytorch Sentiment Analysis ⭐ 2,753
Tutorials on getting started with PyTorch and TorchText for sentiment analysis.
Pytorch Beginner ⭐ 2,429
pytorch tutorial for beginners
Code Of Learn Deep Learning With Pytorch ⭐ 2,116
This is code of book "Learn Deep Learning with PyTorch"
Yolo_v3_tutorial_from_scratch ⭐ 2,089
Accompanying code for Paperspace tutorial series "How to Implement YOLO v3 Object Detector from Scratch"
Pytorch Playground ⭐ 2,086
Base pretrained models and datasets in pytorch (MNIST, SVHN, CIFAR10, CIFAR100, STL10, AlexNet, VGG16, VGG19, ResNet, Inception, SqueezeNet)
Captcha_break ⭐ 2,075
验证码识别
A Pytorch Tutorial To Object Detection ⭐ 2,056
SSD: Single Shot MultiBox Detector | a PyTorch Tutorial to Object Detection
A Pytorch Tutorial To Image Captioning ⭐ 1,603
Show, Attend, and Tell | a PyTorch Tutorial to Image Captioning
Pytorchdocs ⭐ 1,508
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 ⭐ 1,442
Code and data accompanying Natural Language Processing with PyTorch published by O'Reilly Media https://nlproc.info
Machine Learning Collection ⭐ 1,290
A resource for learning about ML, DL, PyTorch and TensorFlow. Feedback always appreciated :)
Deep Learning Boot Camp ⭐ 1,269
A community run, 5-day PyTorch Deep Learning Bootcamp
Deep Tutorials For Pytorch ⭐ 1,020
In-depth tutorials for implementing deep learning models on your own with PyTorch.
Machine Learning ⭐ 796
머신러닝 입문자 혹은 스터디를 준비하시는 분들에게 도움이 되고자 만든 repository입니다. (This repository is intented for helping whom are interested in machine learning study)
Facial Similarity With Siamese Networks In Pytorch ⭐ 742
Implementing Siamese networks with a contrastive loss for similarity learning
Pytorchtricks ⭐ 698
Some tricks of pytorch... ⭐️
Deep Learning Project Template ⭐ 676
A best practice for deep learning project template architecture.
Early Stopping Pytorch ⭐ 662
Early stopping for PyTorch
Video Classification ⭐ 582
Tutorial for video classification/ action recognition using 3D CNN/ CNN+RNN on UCF101
Pytorch Project Template ⭐ 572
A scalable template for PyTorch projects, with examples in Image Segmentation, Object classification, GANs and Reinforcement Learning.
Deep Learning With Pytorch Chinese ⭐ 548
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。
Transformers Tutorials ⭐ 425
Github repo with tutorials to fine tune transformers for diff NLP tasks
Daily Deeplearning ⭐ 399
🔥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
First Steps Towards Deep Learning ⭐ 377
This is an open sourced book on deep learning.
Kind Pytorch Tutorial ⭐ 376
Kind PyTorch Tutorial for beginners
Ppo Pytorch ⭐ 370
Minimal implementation of clipped objective Proximal Policy Optimization (PPO) in PyTorch
Benchmarking Keras Pytorch ⭐ 353
🔥 Reproducibly benchmarking Keras and PyTorch models
Fast Pytorch ⭐ 351
Pytorch Tutorial, Pytorch with Google Colab, Pytorch Implementations: CNN, RNN, DCGAN, Transfer Learning, Chatbot, Pytorch Sample Codes
Blitz Bayesian Deep Learning ⭐ 348
A simple and extensible library to create Bayesian Neural Network layers on PyTorch.
Pytorch Chatbot ⭐ 341
Pytorch seq2seq chatbot
Pytorch Cnn Adversarial Attacks ⭐ 317
Pytorch implementation of convolutional neural network adversarial attack techniques
Capsule_net_pytorch ⭐ 312
Readable implementation of a Capsule Network as described in "Dynamic Routing Between Capsules" [Hinton et. al.]
Pytorch Image Classification ⭐ 309
Tutorials on how to implement a few key architectures for image classification using PyTorch and TorchVision.
Pytorch Nlp Notebooks ⭐ 307
Learn how to use PyTorch to solve some common NLP problems with deep learning.
Pytorch Lesson Zh ⭐ 301
pytorch 包教不包会
Thinking In Tensors Writing In Pytorch ⭐ 287
Thinking in tensors, writing in PyTorch (a hands-on deep learning intro)
Pytorch Kaggle Starter ⭐ 271
Pytorch starter kit for Kaggle competitions
A Pytorch Tutorial To Sequence Labeling ⭐ 269
Empower Sequence Labeling with Task-Aware Neural Language Model | a PyTorch Tutorial to Sequence Labeling
Pytorch Cheatsheet ⭐ 256
Check out improved:
Book_deeplearning_in_pytorch_source ⭐ 247
Pytorch1.0 Cn ⭐ 226
PyTorch 1.0 官方文档 中文版，欢迎关注微信公众号：磐创AI
Ensemble Pytorch ⭐ 192
A unified ensemble framework for PyTorch to easily improve the performance and robustness of your deep learning model.
A Pytorch Tutorial To Text Classification ⭐ 191
Hierarchical Attention Networks | a PyTorch Tutorial to Text Classification
A Pytorch Tutorial To Super Resolution ⭐ 185
Photo-Realistic Single Image Super-Resolution Using a Generative Adversarial Network | a PyTorch Tutorial to Super-Resolution
Pytorch Question Answering ⭐ 168
Important paper implementations for Question Answering using PyTorch
Pytorch Practice ⭐ 166
Some example scripts on pytorch
Frontalization ⭐ 165
Pytorch deep learning face frontalization model
Applied Dl 2018 ⭐ 146
Tel-Aviv Deep Learning Boot-camp: 12 Applied Deep Learning Labs
Pytorch 101 Tutorial Series ⭐ 139
PyTorch 101 series covering everything from the basic building blocks all the way to building custom architectures.
Pytorch Spectral Clustering ⭐ 131
[Under development]- Implementation of various methods for dimensionality reduction and spectral clustering implemented with Pytorch
Pytorch Rl ⭐ 128
Tutorials for reinforcement learning in PyTorch and Gym by implementing a few of the popular algorithms. [IN PROGRESS]
Pytorch Pos Tagging ⭐ 103
A tutorial on how to implement models for part-of-speech tagging using PyTorch and TorchText.
Deep Image Analogy Pytorch ⭐ 99
Visual Attribute Transfer through Deep Image Analogy in PyTorch!
Pytorch Learners Tutorial ⭐ 98
PyTorch tutorial for learners
End To End Sequence Labeling Via Bi Directional Lstm Cnns Crf Tutorial ⭐ 97
Tutorial for End-to-end Sequence Labeling via Bi-directional LSTM-CNNs-CRF
Pytorch Keras Toandroid ⭐ 97
Voice Conversion Gan ⭐ 89
Voice Conversion using Cycle GAN's For Non-Parallel Data
Pytorch ⭐ 88
PyTorch tutorials A to Z
Pytorch Tutorial ⭐ 87
PyTorch深度学习快速入门教程（绝对通俗易懂！）
Machine Learning ⭐ 83
My Attempt(s) In The World Of ML/DL....
Get_started_with_deep_learning_for_text_with_allennlp ⭐ 69
Getting started with AllenNLP and PyTorch by training a tweet classifier
Vitech ⭐ 63
tuyển chọn các tài liệu về công nghệ bằng tiếng Việt
Sequence To Sequence 101 ⭐ 62
a series of tutorials on sequence to sequence learning, implemented with PyTorch.
Pytorch Continuous Bag Of Words ⭐ 53
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.
Keras Pytorch Avp Transfer Learning ⭐ 43
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!
Dl4sci Pytorch Webinar ⭐ 43
1-70 of 70 projects
Advertising 📦 10
All Projects
Application Programming Interfaces 📦 124
Applications 📦 192
Artificial Intelligence 📦 78
Blockchain 📦 73
Build Tools 📦 113
Cloud Computing 📦 80
Code Quality 📦 28
Collaboration 📦 32
Command Line Interface 📦 49
Community 📦 83
Companies 📦 60
Compilers 📦 63
Computer Science 📦 80
Configuration Management 📦 42
Content Management 📦 175
Control Flow 📦 213
Data Formats 📦 78
Data Processing 📦 276
Data Storage 📦 135
Economics 📦 64
Frameworks 📦 215
Games 📦 129
Graphics 📦 110
Hardware 📦 152
Integrated Development Environments 📦 49
Learning Resources 📦 166
Legal 📦 29
Libraries 📦 129
Lists Of Projects 📦 22
Machine Learning 📦 347
Mapping 📦 64
Marketing 📦 15
Mathematics 📦 55
Media 📦 239
Messaging 📦 98
Networking 📦 315
Operating Systems 📦 89
Operations 📦 121
Package Managers 📦 55
Programming Languages 📦 245
Runtime Environments 📦 100
Science 📦 42
Security 📦 396
Social Media 📦 27
Software Architecture 📦 72
Software Development 📦 72
Software Performance 📦 58
Software Quality 📦 133
Text Editors 📦 49
Text Processing 📦 136
User Interface 📦 330
User Interface Components 📦 514
Version Control 📦 30
Virtualization 📦 71
Web Browsers 📦 42
Web Servers 📦 26
Web User Interface 📦 210