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The Top 70 Pytorch Tutorial Open Source Projects

Categories > Learning Resources > Pytorch Tutorial
Pytorch Tutorial ⭐ 19,764
PyTorch Tutorial for Deep Learning Researchers
Dive Into Dl Pytorch ⭐ 11,997
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 ⭐ 5,706
Build your neural network easy and fast, 莫烦Python中文教学
Pytorch Seq2seq ⭐ 2,583
Tutorials on implementing a few sequence-to-sequence (seq2seq) models with PyTorch and TorchText.
Pytorch Sentiment Analysis ⭐ 2,536
Tutorials on getting started with PyTorch and TorchText for sentiment analysis.
Pytorch Beginner ⭐ 2,330
pytorch tutorial for beginners
Code Of Learn Deep Learning With Pytorch ⭐ 2,059
This is code of book "Learn Deep Learning with PyTorch"
Yolo_v3_tutorial_from_scratch ⭐ 2,053
Accompanying code for Paperspace tutorial series "How to Implement YOLO v3 Object Detector from Scratch"
Pytorch Playground ⭐ 2,031
Base pretrained models and datasets in pytorch (MNIST, SVHN, CIFAR10, CIFAR100, STL10, AlexNet, VGG16, VGG19, ResNet, Inception, SqueezeNet)
Captcha_break ⭐ 1,993
验证码识别
A Pytorch Tutorial To Object Detection ⭐ 1,899
SSD: Single Shot MultiBox Detector | a PyTorch Tutorial to Object Detection
A Pytorch Tutorial To Image Captioning ⭐ 1,422
Show, Attend, and Tell | a PyTorch Tutorial to Image Captioning
Pytorchdocs ⭐ 1,398
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 ⭐ 1,367
Code and data accompanying Natural Language Processing with PyTorch published by O'Reilly Media https://nlproc.info
Deep Learning Boot Camp ⭐ 1,268
A community run, 5-day PyTorch Deep Learning Bootcamp
Deep Tutorials For Pytorch ⭐ 953
In-depth tutorials for implementing deep learning models on your own with PyTorch.
Machine Learning Collection ⭐ 732
A resource for learning about ML, DL, PyTorch and TensorFlow. Feedback always appreciated :)
Facial Similarity With Siamese Networks In Pytorch ⭐ 710
Implementing Siamese networks with a contrastive loss for similarity learning
Machine Learning ⭐ 655
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 ⭐ 624
A best practice for deep learning project template architecture.
Pytorchtricks ⭐ 600
Some tricks of pytorch... ⭐️
Early Stopping Pytorch ⭐ 599
Early stopping for PyTorch
Pytorch Project Template ⭐ 556
A scalable template for PyTorch projects, with examples in Image Segmentation, Object classification, GANs and Reinforcement Learning.
Video Classification ⭐ 533
Tutorial for video classification/ action recognition using 3D CNN/ CNN+RNN on UCF101
Deep Learning With Pytorch Chinese ⭐ 498
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 ⭐ 378
Github repo with tutorials to fine tune transformers for diff NLP tasks
Kind Pytorch Tutorial ⭐ 377
Kind PyTorch Tutorial for beginners
First Steps Towards Deep Learning ⭐ 375
This is an open sourced book on deep learning.
Daily Deeplearning ⭐ 373
🔥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
Fast Pytorch ⭐ 344
Pytorch Tutorial, Pytorch with Google Colab, Pytorch Implementations: CNN, RNN, DCGAN, Transfer Learning, Chatbot, Pytorch Sample Codes
Benchmarking Keras Pytorch ⭐ 342
🔥 Reproducibly benchmarking Keras and PyTorch models
Pytorch Chatbot ⭐ 332
Pytorch seq2seq chatbot
Pytorch Cnn Adversarial Attacks ⭐ 310
Pytorch implementation of convolutional neural network adversarial attack techniques
Ppo Pytorch ⭐ 303
Minimal implementation of clipped objective Proximal Policy Optimization (PPO) in PyTorch
Capsule_net_pytorch ⭐ 301
Readable implementation of a Capsule Network as described in "Dynamic Routing Between Capsules" [Hinton et. al.]
Blitz Bayesian Deep Learning ⭐ 290
A simple and extensible library to create Bayesian Neural Network layers on PyTorch.
Pytorch Nlp Notebooks ⭐ 288
Learn how to use PyTorch to solve some common NLP problems with deep learning.
Thinking In Tensors Writing In Pytorch ⭐ 287
Thinking in tensors, writing in PyTorch (a hands-on deep learning intro)
Pytorch Lesson Zh ⭐ 276
pytorch 包教不包会
Pytorch Kaggle Starter ⭐ 269
Pytorch starter kit for Kaggle competitions
Pytorch Image Classification ⭐ 259
Tutorials on how to implement a few key architectures for image classification using PyTorch and TorchVision.
Pytorch Cheatsheet ⭐ 256
Check out improved:
A Pytorch Tutorial To Sequence Labeling ⭐ 253
Empower Sequence Labeling with Task-Aware Neural Language Model | a PyTorch Tutorial to Sequence Labeling
Book_deeplearning_in_pytorch_source ⭐ 231
Pytorch1.0 Cn ⭐ 208
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 Text Classification ⭐ 182
Hierarchical Attention Networks | a PyTorch Tutorial to Text Classification
Pytorch Practice ⭐ 164
Some example scripts on pytorch
Frontalization ⭐ 158
Pytorch deep learning face frontalization model
Applied Dl 2018 ⭐ 146
Tel-Aviv Deep Learning Boot-camp: 12 Applied Deep Learning Labs
Pytorch Question Answering ⭐ 146
Important paper implementations for Question Answering using PyTorch
A Pytorch Tutorial To Super Resolution ⭐ 145
Photo-Realistic Single Image Super-Resolution Using a Generative Adversarial Network | a PyTorch Tutorial to Super-Resolution
Ensemble Pytorch ⭐ 141
Implementation of ensemble methods in Pytorch to boost the performance of your deep learning model.
Pytorch 101 Tutorial Series ⭐ 133
PyTorch 101 series covering everything from the basic building blocks all the way to building custom architectures.
Pytorch Spectral Clustering ⭐ 128
[Under development]- Implementation of various methods for dimensionality reduction and spectral clustering implemented with Pytorch
Pytorch Rl ⭐ 100
Tutorials for reinforcement learning in PyTorch and Gym by implementing a few of the popular algorithms. [IN PROGRESS]
Deep Image Analogy Pytorch ⭐ 99
Visual Attribute Transfer through Deep Image Analogy in PyTorch!
Pytorch Keras Toandroid ⭐ 97
Pytorch Learners Tutorial ⭐ 96
PyTorch tutorial for learners
Pytorch Pos Tagging ⭐ 93
A tutorial on how to implement models for part-of-speech tagging using PyTorch and TorchText.
Pytorch ⭐ 87
PyTorch tutorials A to Z
End To End Sequence Labeling Via Bi Directional Lstm Cnns Crf Tutorial ⭐ 85
Tutorial for End-to-end Sequence Labeling via Bi-directional LSTM-CNNs-CRF
Voice Conversion Gan ⭐ 82
Voice Conversion using Cycle GAN's For Non-Parallel Data
Pytorch Tutorial ⭐ 78
PyTorch深度学习快速入门教程（绝对通俗易懂！）
Machine Learning ⭐ 77
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 ⭐ 49
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 ⭐ 42
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 ⭐ 42
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