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The Top 56 Deep Learning Tutorial Open Source Projects

Categories > Machine Learning > Deep Learning Tutorial
Awesome Deep Learning ⭐ 16,715
A curated list of awesome Deep Learning tutorials, projects and communities.
Tensorflow Course ⭐ 15,480
📡 Simple and ready-to-use tutorials for TensorFlow
Dive Into Dl Pytorch ⭐ 12,039
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 ⭐ 11,075
machine learning and deep learning tutorials, articles and other resources
The Incredible Pytorch ⭐ 7,929
The Incredible PyTorch: a curated list of tutorials, papers, projects, communities and more relating to PyTorch.
Tensorflow Project Template ⭐ 3,362
A best practice for tensorflow project template architecture.
Nn ⭐ 2,485
🧠 Implementations/tutorials of deep learning papers with side-by-side notes; including transformers (original, xl, switch, feedback), optimizers(adam, radam, adabelief), gans(dcgan, cyclegan), reinforcement learning (ppo, dqn), capsnet, sketch-rnn, etc.
Tensorflow And Deeplearning Tutorial ⭐ 2,325
A TensorFlow & Deep Learning online course I taught in 2016
Gluon Api ⭐ 2,320
A clear, concise, simple yet powerful and efficient API for deep learning.
Ml Glossary ⭐ 2,058
Machine learning glossary
Hyperdl Tutorial ⭐ 1,488
深度学习教程整理 | 干货
Deeplearning_tutorials ⭐ 1,429
The deeplearning algorithms implemented by tensorflow
Androidtensorflowmachinelearningexample ⭐ 1,368
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 ⭐ 954
In-depth tutorials for implementing deep learning models on your own with PyTorch.
Ilearndeeplearning.py ⭐ 883
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 ⭐ 881
Notes and experiments to understand deep learning concepts
Kur ⭐ 812
Descriptive Deep Learning
Tensorflow Tutorial ⭐ 747
TensorFlow and Deep Learning Tutorials
Ufldl_tutorial ⭐ 689
Stanford Unsupervised Feature Learning and Deep Learning Tutorial
Deeplearning.ai ⭐ 624
deeplearning.ai , By Andrew Ng, All video link
Stock Analysis Engine ⭐ 584
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 ⭐ 502
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。
Androidtensorflowmnistexample ⭐ 449
Android TensorFlow MachineLearning MNIST Example (Building Model with TensorFlow for Android)
Practical Deep Learning Book ⭐ 435
Official code repo for the O'Reilly Book - Practical Deep Learning for Cloud, Mobile & Edge
Dl_tutorials_10weeks ⭐ 405
Deep Learning Tutorials for 10 Weeks
Trainyourownyolo ⭐ 393
Train a state-of-the-art yolov3 object detector from scratch!
First Steps Towards Deep Learning ⭐ 376
This is an open sourced book on deep learning.
Pytorch Tutorials Examples And Books ⭐ 342
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
Machine Learning Curriculum ⭐ 280
Complete path for a beginner to become a Machine Learning Scientist!
Adaptnlp ⭐ 273
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 ⭐ 269
My implementation of various GAN (generative adversarial networks) architectures like vanilla GAN (Goodfellow et al.), cGAN (Mirza et al.), DCGAN (Radford et al.), etc.
Dlpython_course ⭐ 264
Примеры для курса "Программирование глубоких нейронных сетей на Python"
Deeplearning.ai Notes ⭐ 262
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.
Color Accessibility Neural Network Deeplearnjs ⭐ 231
🍃 Using a Neural Network to improve web accessibility in JavaScript.
Wordgcn ⭐ 227
ACL 2019: Incorporating Syntactic and Semantic Information in Word Embeddings using Graph Convolutional Networks
Machine Learning Notebooks ⭐ 221
Machine Learning notebooks for refreshing concepts.
Awesome Deep Learning And Machine Learning Questions ⭐ 203
【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
Vgg19_with_tensorflow ⭐ 173
An easy implement of VGG19 with tensorflow, which has a detailed explanation.
Numpydl ⭐ 169
Deep Learning Library. For education. Based on pure Numpy. Support CNN, RNN, LSTM, GRU etc.
A Journey Into Convolutional Neural Network Visualization ⭐ 161
A journey into Convolutional Neural Network visualization
Fake Voice Detection ⭐ 156
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 ⭐ 119
Use Transformers and LSTMs to learn Python source code
Machine_learning_lectures ⭐ 118
Collection of lectures and lab lectures on machine learning and deep learning. Lab practices in Python and TensorFlow.
Deep_learning_notes ⭐ 112
a collection of my notes on deep learning
Openvino Custom Layers ⭐ 101
Tutorial for Using Custom Layers with OpenVINO (Intel Deep Learning Toolkit)
Easy Yolo ⭐ 97
Yolo (Real time object detection) model training tutorial with deep learning neural networks
Machine Learning Algorithms ⭐ 90
A curated list of almost all machine learning algorithms and deep learning algorithms grouped by category.
Sru Deeplearning Workshop ⭐ 66
دوره 12 ساعته یادگیری عمیق با چارچوب Keras
Bitcoin Price Prediction Using Lstm ⭐ 65
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 ⭐ 36
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
1-56 of 56 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