Awesome Open Source
Awesome Open Source
Combined Topics
deep-learning-tutorial x
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

The Top 58 Deep Learning Tutorial Open Source Projects

Categories > Machine Learning > Deep Learning Tutorial
Awesome Deep Learning ⭐ 17,243
A curated list of awesome Deep Learning tutorials, projects and communities.
Tensorflow Course ⭐ 15,620
📡 Simple and ready-to-use tutorials for TensorFlow
Dive Into Dl Pytorch ⭐ 12,918
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。
Machine Learning Tutorials ⭐ 11,323
machine learning and deep learning tutorials, articles and other resources
The Incredible Pytorch ⭐ 8,294
The Incredible PyTorch: a curated list of tutorials, papers, projects, communities and more relating to PyTorch.
Tensorflow Project Template ⭐ 3,407
A best practice for tensorflow project template architecture.
Annotated_deep_learning_paper_implementations ⭐ 2,992
🧠 Implementations/tutorials of deep learning papers with side-by-side notes; including transformers (original, xl, switch, feedback), optimizers(adam, radam, adabelief), gans(dcgan, cyclegan, stylegan2), reinforcement learning (ppo, dqn), capsnet, sketch-rnn, etc.
Gluon Api ⭐ 2,327
A clear, concise, simple yet powerful and efficient API for deep learning.
Tensorflow And Deeplearning Tutorial ⭐ 2,326
A TensorFlow & Deep Learning online course I taught in 2016
Ml Glossary ⭐ 2,187
Machine learning glossary
Hyperdl Tutorial ⭐ 1,515
深度学习教程整理 | 干货
Deeplearning_tutorials ⭐ 1,491
The deeplearning algorithms implemented by tensorflow
Androidtensorflowmachinelearningexample ⭐ 1,379
Android TensorFlow MachineLearning Example (Building TensorFlow for Android)
My Journey In The Data Science World ⭐ 1,175
📢 Ready to learn or review your knowledge!
Deep Tutorials For Pytorch ⭐ 1,042
In-depth tutorials for implementing deep learning models on your own with PyTorch.
Ilearndeeplearning.py ⭐ 929
This repository contains small projects related to Neural Networks and Deep Learning in general. Subjects are closely linekd with articles I publish on Medium. I encourage you both to read as well as to check how the code works in the action.
Deep Learning Experiments ⭐ 901
Notes and experiments to understand deep learning concepts
Kur ⭐ 817
Descriptive Deep Learning
Computer Vision In Action ⭐ 772
《计算机视觉实战演练：算法与应用》中文电子书、源码、读者交流社区（更新中，可以先 star）
Tensorflow Tutorial ⭐ 748
TensorFlow and Deep Learning Tutorials
Ufldl_tutorial ⭐ 690
Stanford Unsupervised Feature Learning and Deep Learning Tutorial
Stock Analysis Engine ⭐ 649
Backtest 1000s of minute-by-minute trading algorithms for training AI with automated pricing data from: IEX, Tradier and FinViz. Datasets and trading performance automatically published to S3 for building AI training datasets for teaching DNNs how to trade. Runs on Kubernetes and docker-compose. >150 million trading history rows generated from +5000 algorithms. Heads up: Yahoo's Finance API was disabled on 2019-01-03 https://developer.yahoo.com/yql/
Deeplearning.ai ⭐ 626
deeplearning.ai , By Andrew Ng, All video link
Deep Learning With Pytorch Chinese ⭐ 564
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。
Trainyourownyolo ⭐ 467
Train a state-of-the-art yolov3 object detector from scratch!
Practical Deep Learning Book ⭐ 463
Official code repo for the O'Reilly Book - Practical Deep Learning for Cloud, Mobile & Edge
Androidtensorflowmnistexample ⭐ 452
Android TensorFlow MachineLearning MNIST Example (Building Model with TensorFlow for Android)
Dl_tutorials_10weeks ⭐ 406
Deep Learning Tutorials for 10 Weeks
First Steps Towards Deep Learning ⭐ 381
This is an open sourced book on deep learning.
Pytorch Tutorials Examples And Books ⭐ 372
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
Adaptnlp ⭐ 320
An easy to use Natural Language Processing library and framework for predicting, training, fine-tuning, and serving up state-of-the-art NLP models.
Pytorch Gans ⭐ 287
My implementation of various GAN (generative adversarial networks) architectures like vanilla GAN (Goodfellow et al.), cGAN (Mirza et al.), DCGAN (Radford et al.), etc.
Machine Learning Curriculum ⭐ 284
Complete path for a beginner to become a Machine Learning Scientist!
Dlpython_course ⭐ 268
Примеры для курса "Программирование глубоких нейронных сетей на Python"
Deeplearning.ai Notes ⭐ 263
These are my notes which I prepared during deep learning specialization taught by AI guru Andrew NG. I have used diagrams and code snippets from the code whenever needed but following The Honor Code.
Wordgcn ⭐ 241
ACL 2019: Incorporating Syntactic and Semantic Information in Word Embeddings using Graph Convolutional Networks
Machine Learning Notebooks ⭐ 234
Machine Learning notebooks for refreshing concepts.
Color Accessibility Neural Network Deeplearnjs ⭐ 229
🍃 Using a Neural Network to improve web accessibility in JavaScript.
Awesome Deep Learning And Machine Learning Questions ⭐ 213
【不定期更新】收集整理的一些网站中（如知乎、Quora、Reddit、Stack Exchange等）与深度学习、机器学习、强化学习、数据科学相关的有价值的问题
A Journey Into Convolutional Neural Network Visualization ⭐ 183
A journey into Convolutional Neural Network visualization
Vgg19_with_tensorflow ⭐ 176
An easy implement of VGG19 with tensorflow, which has a detailed explanation.
Numpydl ⭐ 175
Deep Learning Library. For education. Based on pure Numpy. Support CNN, RNN, LSTM, GRU etc.
Fake Voice Detection ⭐ 168
Using temporal convolution to detect Audio Deepfakes
Alexnet_with_tensorflow ⭐ 138
an implement of AlexNet with tensorflow, which has a detailed explanation.
Adventures In Deep Learning ⭐ 131
A curated list of Deep Learning resources sorted by reputation
Python_autocomplete ⭐ 131
Use Transformers and LSTMs to learn Python source code
Pytorch Neural Style Transfer ⭐ 124
Reconstruction of the original paper on neural style transfer (Gatys et al.). I've additionally included reconstruction scripts which allow you to reconstruct only the content or the style of the image - for better understanding of how NST works.
Machine_learning_lectures ⭐ 119
Collection of lectures and lab lectures on machine learning and deep learning. Lab practices in Python and TensorFlow.
Deep_learning_notes ⭐ 113
a collection of my notes on deep learning
Openvino Custom Layers ⭐ 102
Tutorial for Using Custom Layers with OpenVINO (Intel Deep Learning Toolkit)
Machine Learning Algorithms ⭐ 101
A curated list of almost all machine learning algorithms and deep learning algorithms grouped by category.
Easy Yolo ⭐ 98
Yolo (Real time object detection) model training tutorial with deep learning neural networks
Sru Deeplearning Workshop ⭐ 80
دوره 12 ساعته یادگیری عمیق با چارچوب Keras
Bitcoin Price Prediction Using Lstm ⭐ 73
Bitcoin price Prediction ( Time Series ) using LSTM Recurrent neural network
Deeplearning ⭐ 49
This repository will contain the example detailed codes of Tensorflow and Keras, This repository will be useful for Deep Learning staters who find difficult to understand the example codes
Relativistic Average Gan Keras ⭐ 37
The implementation of Relativistic average GAN with Keras
Letslearnai.github.io ⭐ 33
Lets Learn AI
Kalasalingam ⭐ 13
IEEE "Invited Talk on Deep Learning" 03/02/2018
1-58 of 58 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