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The Top 210 Deep Learning Tutorial Open Source Projects on Github

Categories > Machine Learning > Deep Learning Tutorial
Awesome Deep Learning ⭐ 17,706
A curated list of awesome Deep Learning tutorials, projects and communities.
Darknet ⭐ 16,760
YOLOv4 / Scaled-YOLOv4 / YOLO - Neural Networks for Object Detection (Windows and Linux version of Darknet )
Tensorflow Course ⭐ 15,697
📡 Simple and ready-to-use tutorials for TensorFlow
Dive Into Dl Pytorch ⭐ 13,747
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 ⭐ 11,558
machine learning and deep learning tutorials, articles and other resources
The Incredible Pytorch ⭐ 8,367
The Incredible PyTorch: a curated list of tutorials, papers, projects, communities and more relating to PyTorch.
Annotated_deep_learning_paper_implementations ⭐ 5,335
🧑‍🏫 50! Implementations/tutorials of deep learning papers with side-by-side notes 📝; including transformers (original, xl, switch, feedback, vit, ...), optimizers (adam, adabelief, ...), gans(cyclegan, stylegan2, ...), 🎮 reinforcement learning (ppo, dqn), capsnet, distillation, ... 🧠
Tensorflow Project Template ⭐ 3,387
A best practice for tensorflow project template architecture.
Gluon Api ⭐ 2,321
A clear, concise, simple yet powerful and efficient API for deep learning.
Tensorflow And Deeplearning Tutorial ⭐ 2,312
A TensorFlow & Deep Learning online course I taught in 2016
Ml Glossary ⭐ 2,257
Machine learning glossary
Ml Class ⭐ 1,614
Machine learning lessons and teaching projects designed for engineers
Hyperdl Tutorial ⭐ 1,354
深度学习教程整理 | 干货
Androidtensorflowmachinelearningexample ⭐ 1,324
Android TensorFlow MachineLearning Example (Building TensorFlow for Android)
Deeplearning_tutorials ⭐ 1,216
The deeplearning algorithms implemented by tensorflow
My Journey In The Data Science World ⭐ 1,175
📢 Ready to learn or review your knowledge!
Computer Vision In Action ⭐ 1,153
《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（持续更新中 ...） 📘 在线电子书 https://charmve.github.io/computer-vision-in-action/ 👇项目主页
Ilearndeeplearning.py ⭐ 899
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 ⭐ 867
Notes and experiments to understand deep learning concepts
Kur ⭐ 812
Descriptive Deep Learning
Tensorflow Tutorial ⭐ 751
TensorFlow and Deep Learning Tutorials
Ufldl_tutorial ⭐ 680
Stanford Unsupervised Feature Learning and Deep Learning Tutorial
Deeplearning.ai ⭐ 617
deeplearning.ai , By Andrew Ng, All video link
Deep Tutorials For Pytorch ⭐ 612
In-depth tutorials for implementing deep learning models on your own with PyTorch.
Trainyourownyolo ⭐ 508
Train a state-of-the-art yolov3 object detector from scratch!
Practical Deep Learning Book ⭐ 494
Official code repo for the O'Reilly Book - Practical Deep Learning for Cloud, Mobile & Edge
Androidtensorflowmnistexample ⭐ 441
Android TensorFlow MachineLearning MNIST Example (Building Model with TensorFlow for Android)
Stock Analysis Engine ⭐ 414
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/
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。
Dl_tutorials_10weeks ⭐ 396
Deep Learning Tutorials for 10 Weeks
First Steps Towards Deep Learning ⭐ 375
This is an open sourced book on deep learning.
Adaptnlp ⭐ 361
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 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
Pytorch Universal Docker Template ⭐ 294
Template repository to build PyTorch projects from source on any version of PyTorch/CUDA/cuDNN.
Pytorch Gans ⭐ 282
My implementation of various GAN (generative adversarial networks) architectures like vanilla GAN (Goodfellow et al.), cGAN (Mirza et al.), DCGAN (Radford et al.), etc.
Deeplearning.ai Notes ⭐ 271
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.
Machine Learning Curriculum ⭐ 248
Complete path for a beginner to become a Machine Learning Scientist!
Machine Learning Notebooks ⭐ 241
Machine Learning notebooks for refreshing concepts.
Dlpython_course ⭐ 237
Примеры для курса "Программирование глубоких нейронных сетей на Python"
Color Accessibility Neural Network Deeplearnjs ⭐ 230
🍃 Using a Neural Network to improve web accessibility in JavaScript.
Awesome Deep Learning And Machine Learning Questions ⭐ 177
【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
Numpydl ⭐ 171
Deep Learning Library. For education. Based on pure Numpy. Support CNN, RNN, LSTM, GRU etc.
Vgg19_with_tensorflow ⭐ 170
An easy implement of VGG19 with tensorflow, which has a detailed explanation.
Fake Voice Detection ⭐ 167
Using temporal convolution to detect Audio Deepfakes
Wordgcn ⭐ 167
ACL 2019: Incorporating Syntactic and Semantic Information in Word Embeddings using Graph Convolutional Networks
Adventures In Deep Learning ⭐ 133
A curated list of Deep Learning resources sorted by reputation
Python_autocomplete ⭐ 131
Use Transformers and LSTMs to learn Python source code
Alexnet_with_tensorflow ⭐ 128
an implement of AlexNet with tensorflow, which has a detailed explanation.
Deep_learning_notes ⭐ 113
a collection of my notes on deep learning
A Journey Into Convolutional Neural Network Visualization ⭐ 110
A journey into Convolutional Neural Network visualization
Machine_learning_lectures ⭐ 109
Collection of lectures and lab lectures on machine learning and deep learning. Lab practices in Python and TensorFlow.
Machine Learning Algorithms ⭐ 107
A curated list of almost all machine learning algorithms and deep learning algorithms grouped by category.
Sru Deeplearning Workshop ⭐ 105
دوره 12 ساعته یادگیری عمیق با چارچوب Keras
Easy Yolo ⭐ 91
Yolo (Real time object detection) model training tutorial with deep learning neural networks
Pytorch Neural Style Transfer ⭐ 87
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.
Dcgan Oreilly ⭐ 84
Notebook for O'Reilly's "Deep Convolutional Generative Adversarial Networks"
Openvino Custom Layers ⭐ 83
Tutorial for Using Custom Layers with OpenVINO (Intel Deep Learning Toolkit)
Pytorch Deepdream ⭐ 73
PyTorch implementation of DeepDream algorithm (Mordvintsev et al.). Additionally I've included playground.py to help you better understand basic concepts behind the algo.
Pytorch Neural Style Transfer Johnson ⭐ 61
Reconstruction of the fast neural style transfer (Johnson et al.). Some portions of the paper have been improved by the follow-up work like the instance normalization, etc. Checkout transformer_net.py's header for details.
Tutorials ⭐ 56
Introduction to Deep Learning: Chainer Tutorials
Dl_paperreadingmeeting ⭐ 52
Deep Learning Paper Reading Meeting-Archive
Bitcoin Price Prediction Using Lstm ⭐ 50
Bitcoin price Prediction ( Time Series ) using LSTM Recurrent neural network
Deeplearning ⭐ 50
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
Lectures All ⭐ 41
Central repository for all lectures on deep learning at UPC ETSETB TelecomBCN.
Relativistic Average Gan Keras ⭐ 36
The implementation of Relativistic average GAN with Keras
Understanding Deep Convolutional Neural Networks With A Practical Use Case In Tensorflow And Keras ⭐ 36
What makes convnets so powerful at image classification?
Letslearnai.github.io ⭐ 35
Lets Learn AI
Neo ⭐ 34
Deep learning library in python from scratch
Great Deep Learning Tutorials ⭐ 34
A Great Collection of Deep Learning Tutorials and Repositories
Pytorch Naive Video Neural Style Transfer ⭐ 31
Create naive (no temporal loss) NST for videos with person segmentation. Just place your videos in data/, run and you get your stylized and segmented videos.
Raclab ⭐ 30
Examples ⭐ 29
FloydHub Examples – A collection of boilerplates and examples of machine learning and deep learning models to build, train, and deploy on FloydHub
Deep_grasp_demo ⭐ 25
Deep learning for grasp detection within MoveIt.
Deep Learning Tutorial With Chainer ⭐ 24
Deep learning tutorial with Chainer
Tensorflow Ml ⭐ 24
Different machine learning algorithms implementation in Tensorflow
Nettutorial ⭐ 22
Deep learning tutorial
Tensorflow Tutorial ⭐ 21
郑泽宇等《TensorFlow实战Google深度学习框架》（第二版）学习
Shinnosuke ⭐ 20
A keras-like API deep learning framework,realized by Numpy only.Support CNN, RNN, LSTM, Dense, etc.
Sklearn Audio Classification ⭐ 19
An in-depth analysis of audio classification on the RAVDESS dataset. Feature engineering, hyperparameter optimization, model evaluation, and cross-validation with a variety of ML techniques and MLP
Nlp Notebooks ⭐ 18
A collection of natural language processing notebooks.
Deeplearning Tutorial ⭐ 16
Tutorial of DeepLearning.scala
Personalised Aesthetic Assessment Using Residual Adapters ⭐ 16
Jupyter notebooks used as supporting material for an msc thesis about personalised aesthetic assessment using residual adapters.
Brain Mri Age Classification Using Deep Learning ⭐ 16
MATLAB example using deep learning to classify chronological age from brain MRI images
Starttf ⭐ 15
A tensorflow batteries included kit to write tensorflow networks from scratch or use existing ones.
Deep Learning Topics ⭐ 14
Deep Blueberry ⭐ 14
If you've always wanted to learn about deep-learning but don't know where to start, then you might have stumbled upon the right place!
Deeplearningframework ⭐ 14
Deep Learning in pure C++
Kalasalingam ⭐ 13
IEEE "Invited Talk on Deep Learning" 03/02/2018
Deploying Deep Learning Models ⭐ 13
Strategies to deploy deep learning models
Intro_to_dl_tutorial ⭐ 11
Material for introduction to Deep Learning Tutorials, Summer '20, '21
Nimnet ⭐ 11
A Deep Learning framework written in pure Nim, standard lib only. No dependencies. Based on https://nnfs.io
Deepnumbers ⭐ 10
A set of educational deep learning demos applied to the MNIST dataset
Dl_text_classification ⭐ 10
Collection of Deep Learning Text Classification Models in Keras; Includes a GPU tutorial.
How To Train An Object Detector Using Tensorflow Api On Ubuntu 16.04 Gpu ⭐ 10
This repo explains how to train an Object Detector for multiple objects using Tensorflow Object Detection API on Ubuntu 16.04 (GPU)
Jump Start Machine Learning ⭐ 10
Resources for starting the Machine learning and Deep learning.
Deep Rl ⭐ 10
Deep Reinforcement Learning
Aprendizagemprofunda Curso Deeplearning Course ⭐ 10
Tutorial de Deep Learning (Deep Learning Course) - Minicurso
Learningnote ⭐ 9
Some resources of deep learning and medical image analysis
Deep Reinforcement Learning Aap ⭐ 9
DeepAir Solutions : Price recommendations for ancillary facilities for airline using deep reinforcement learning. AAP refers to Airline Ancillary Pricing.
Deeplearningtutorial ⭐ 9
Talk is cheap,show me the code ! Deep Learning,Leaning deep,Have fun!
1-100 of 210 projects
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
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