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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
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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
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2,583
Tutorials on implementing a few sequence-to-sequence (seq2seq) models with PyTorch and TorchText.
Pytorch Sentiment Analysis
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2,536
Tutorials on getting started with PyTorch and TorchText for sentiment analysis.
Pytorch Beginner
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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
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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
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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
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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
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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
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📦 124
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📦 192
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📦 78
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📦 73
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📦 113
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📦 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