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The Top 165 Deep Learning Tutorial Open Source Projects

Categories > Machine Learning > Deep Learning Tutorial
Awesome Deep Learning ⭐ 18,703
A curated list of awesome Deep Learning tutorials, projects and communities.
most recent commit 20 days ago
Darknet ⭐ 18,210
YOLOv4 / Scaled-YOLOv4 / YOLO - Neural Networks for Object Detection (Windows and Linux version of Darknet )
most recent commit 5 months ago
Tensorflow Course ⭐ 15,697
📡 Simple and ready-to-use tutorials for TensorFlow
most recent commit 10 months ago
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。
most recent commit 7 months ago
Machine Learning Tutorials ⭐ 11,923
machine learning and deep learning tutorials, articles and other resources
most recent commit 2 months ago
Annotated_deep_learning_paper_implementations ⭐ 9,021
🧑‍🏫 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, ... 🧠
dependent packages 1total releases 67most recent commit 5 days agopypi labml-nn} Downloads
The Incredible Pytorch ⭐ 8,822
The Incredible PyTorch: a curated list of tutorials, papers, projects, communities and more relating to PyTorch.
most recent commit a month ago
Tensorflow Project Template ⭐ 3,387
A best practice for tensorflow project template architecture.
most recent commit a year ago
Ml Glossary ⭐ 2,517
Machine learning glossary
most recent commit 4 days ago
Gluon Api ⭐ 2,321
A clear, concise, simple yet powerful and efficient API for deep learning.
most recent commit 3 years ago
Ml Class ⭐ 1,754
Machine learning lessons and teaching projects designed for engineers
most recent commit 3 months ago
Computer Vision In Action ⭐ 1,422
学习闭环《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-actio 👇项目主页
most recent commit 10 days ago
Hyperdl Tutorial ⭐ 1,354
深度学习教程整理 | 干货
most recent commit 3 years ago
Androidtensorflowmachinelearningexample ⭐ 1,324
Android TensorFlow MachineLearning Example (Building TensorFlow for Android)
most recent commit 3 years ago
Deeplearning_tutorials ⭐ 1,216
The deeplearning algorithms implemented by tensorflow
most recent commit 3 years ago
Ilearndeeplearning.py ⭐ 1,061
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.
most recent commit 3 months ago
Deep Learning Experiments ⭐ 944
Videos, notes and experiments to understand deep learning
most recent commit a day ago
Ai_tutorial ⭐ 915
精华机器学习，NLP，图像识别， 深度学习等人工智能领域学习资料，搜索，推荐，广告系统架构及算法技术资料整理
most recent commit 15 hours ago
Kur ⭐ 812
Descriptive Deep Learning
total releases 11most recent commit 2 years ago
Tensorflow Tutorial ⭐ 751
TensorFlow and Deep Learning Tutorials
most recent commit 4 years ago
Ufldl_tutorial ⭐ 680
Stanford Unsupervised Feature Learning and Deep Learning Tutorial
most recent commit 8 years ago
Deeplearning.ai ⭐ 617
deeplearning.ai , By Andrew Ng, All video link
most recent commit 4 years ago
Deep Tutorials For Pytorch ⭐ 612
In-depth tutorials for implementing deep learning models on your own with PyTorch.
most recent commit 2 years ago
Cresset ⭐ 611
Template repository to build PyTorch projects from source on any version of PyTorch/CUDA/cuDNN.
most recent commit 6 days ago
Trainyourownyolo ⭐ 572
Train a state-of-the-art yolov3 object detector from scratch!
most recent commit 2 months ago
Practical Deep Learning Book ⭐ 494
Official code repo for the O'Reilly Book - Practical Deep Learning for Cloud, Mobile & Edge
most recent commit 8 months ago
Androidtensorflowmnistexample ⭐ 441
Android TensorFlow MachineLearning MNIST Example (Building Model with TensorFlow for Android)
most recent commit 3 years ago
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/
total releases 167most recent commit 2 years ago
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。
most recent commit 2 years ago
Dl_tutorials_10weeks ⭐ 396
Deep Learning Tutorials for 10 Weeks
most recent commit 5 years ago
First Steps Towards Deep Learning ⭐ 375
This is an open sourced book on deep learning.
most recent commit 2 years ago
Adaptnlp ⭐ 371
An easy to use Natural Language Processing library and framework for predicting, training, fine-tuning, and serving up state-of-the-art NLP models.
total releases 23most recent commit 6 months ago
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
most recent commit 2 years ago
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.
most recent commit a year ago
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.
most recent commit 7 months ago
Machine Learning Curriculum ⭐ 248
Complete path for a beginner to become a Machine Learning Scientist!
most recent commit 4 years ago
Machine Learning Notebooks ⭐ 241
Machine Learning notebooks for refreshing concepts.
most recent commit 9 months ago
Dlpython_course ⭐ 237
Примеры для курса "Программирование глубоких нейронных сетей на Python"
most recent commit 3 years ago
Color Accessibility Neural Network Deeplearnjs ⭐ 230
🍃 Using a Neural Network to improve web accessibility in JavaScript.
most recent commit 4 years ago
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
most recent commit 3 years ago
Numpydl ⭐ 171
Deep Learning Library. For education. Based on pure Numpy. Support CNN, RNN, LSTM, GRU etc.
most recent commit a year ago
Vgg19_with_tensorflow ⭐ 170
An easy implement of VGG19 with tensorflow, which has a detailed explanation.
most recent commit 4 years ago
Wordgcn ⭐ 167
ACL 2019: Incorporating Syntactic and Semantic Information in Word Embeddings using Graph Convolutional Networks
most recent commit 2 years ago
Fake Voice Detection ⭐ 167
Using temporal convolution to detect Audio Deepfakes
most recent commit a year ago
Python_autocomplete ⭐ 151
Use Transformers and LSTMs to learn Python source code
most recent commit 4 months ago
Adventures In Deep Learning ⭐ 133
A curated list of Deep Learning resources sorted by reputation
most recent commit 4 years ago
Deeplearning Tensorflow2 Notebooks ⭐ 130
دوره 12 ساعته یادگیری عمیق با چارچوب Keras
most recent commit 6 days ago
Alexnet_with_tensorflow ⭐ 128
an implement of AlexNet with tensorflow, which has a detailed explanation.
most recent commit 4 years ago
Deep_learning_notes ⭐ 113
a collection of my notes on deep learning
most recent commit 5 years ago
A Journey Into Convolutional Neural Network Visualization ⭐ 110
A journey into Convolutional Neural Network visualization
most recent commit 3 years ago
Machine_learning_lectures ⭐ 109
Collection of lectures and lab lectures on machine learning and deep learning. Lab practices in Python and TensorFlow.
most recent commit 2 years ago
Machine Learning Algorithms ⭐ 107
A curated list of almost all machine learning algorithms and deep learning algorithms grouped by category.
most recent commit 2 years ago
Dl_paperreadingmeeting ⭐ 102
Deep Learning Paper Reading Meeting-Archive
most recent commit 2 months ago
Easy Yolo ⭐ 91
Yolo (Real time object detection) model training tutorial with deep learning neural networks
most recent commit 5 years ago
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.
most recent commit a year ago
Dcgan Oreilly ⭐ 84
Notebook for O'Reilly's "Deep Convolutional Generative Adversarial Networks"
most recent commit 5 years ago
Openvino Custom Layers ⭐ 83
Tutorial for Using Custom Layers with OpenVINO (Intel Deep Learning Toolkit)
most recent commit 3 years ago
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.
most recent commit a year ago
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.
most recent commit a year ago
Awesome Uncertainty Deeplearning ⭐ 50
This repository contains a collection of surveys, datasets, papers, and codes, for predictive uncertainty estimation in deep learning models.
most recent commit 10 days ago
Lectures All ⭐ 45
Central repository for all lectures on deep learning at UPC ETSETB TelecomBCN.
most recent commit 4 days ago
Great Deep Learning Tutorials ⭐ 43
A Great Collection of Deep Learning Tutorials and Repositories
most recent commit 16 hours ago
Relativistic Average Gan Keras ⭐ 36
The implementation of Relativistic average GAN with Keras
most recent commit a year ago
Understanding Deep Convolutional Neural Networks With A Practical Use Case In Tensorflow And Keras ⭐ 36
What makes convnets so powerful at image classification?
most recent commit 5 years ago
Neo ⭐ 34
Deep learning library in python from scratch
most recent commit 2 years ago
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.
most recent commit a year ago
Raclab ⭐ 30
most recent commit 8 months ago
Examples ⭐ 29
FloydHub Examples – A collection of boilerplates and examples of machine learning and deep learning models to build, train, and deploy on FloydHub
most recent commit 3 years ago
Deep_grasp_demo ⭐ 25
Deep learning for grasp detection within MoveIt.
most recent commit a year ago
Tensorflow Ml ⭐ 24
Different machine learning algorithms implementation in Tensorflow
most recent commit 5 years ago
Deep Learning Tutorial With Chainer ⭐ 24
Deep learning tutorial with Chainer
most recent commit 5 years ago
Nettutorial ⭐ 22
Deep learning tutorial
most recent commit 4 years ago
Shinnosuke ⭐ 20
A keras-like API deep learning framework,realized by Numpy only.Support CNN, RNN, LSTM, Dense, etc.
most recent commit 2 years ago
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
most recent commit 2 years ago
Spmlj ⭐ 17
Introduction to Scientific Programming and Machine Learning with Julia
most recent commit 3 days ago
Brain Mri Age Classification Using Deep Learning ⭐ 16
MATLAB example using deep learning to classify chronological age from brain MRI images
most recent commit 10 months ago
Personalised Aesthetic Assessment Using Residual Adapters ⭐ 16
Jupyter notebooks used as supporting material for an msc thesis about personalised aesthetic assessment using residual adapters.
most recent commit 2 years ago
Deeplearning Tutorial ⭐ 16
Tutorial of DeepLearning.scala
most recent commit 5 years ago
Starttf ⭐ 15
A tensorflow batteries included kit to write tensorflow networks from scratch or use existing ones.
most recent commit 3 years ago
Deep Learning Topics ⭐ 14
most recent commit 7 months ago
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!
most recent commit 2 years ago
Deploying Deep Learning Models ⭐ 13
Strategies to deploy deep learning models
most recent commit 4 years ago
Kalasalingam ⭐ 13
IEEE "Invited Talk on Deep Learning" 03/02/2018
most recent commit 2 years ago
Learningnote ⭐ 12
Some resources of deep learning and medical image analysis
most recent commit 25 days ago
Intro_to_dl_tutorial ⭐ 11
Material for introduction to Deep Learning Tutorials, Summer '20, '21
most recent commit a year ago
Dl_text_classification ⭐ 10
Collection of Deep Learning Text Classification Models in Keras; Includes a GPU tutorial.
most recent commit 4 years ago
Deepnumbers ⭐ 10
A set of educational deep learning demos applied to the MNIST dataset
most recent commit 5 years ago
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)
most recent commit 3 years ago
Jump Start Machine Learning ⭐ 10
Resources for starting the Machine learning and Deep learning.
most recent commit a year ago
Deeplearningtutorial ⭐ 9
Talk is cheap,show me the code ! Deep Learning,Leaning deep,Have fun!
most recent commit 2 years ago
Machine_learning_deep_learning_lessons ⭐ 9
機械学習・深層学習入門レッスン/Machine Learning and Deep Learning lessons.
most recent commit 2 years ago
Deepem ⭐ 9
Demonstrating a Deep Learning Approach for DEM Inversion
most recent commit a year ago
Deep Learning Health Life Sciences ⭐ 8
Workshop on Deep Learning for Health and Life Sciences
most recent commit a year ago
Convnet ⭐ 8
CNN to detect Pneumonia using Chest X-Rays
most recent commit a year ago
Nnn ⭐ 7
Neural network from scratch in Python using Numpy
most recent commit 5 years ago
Rnnpresentation ⭐ 7
RNNpresentation: A presentation about Recurrent Neural Network (RNN)
most recent commit 5 years ago
Deep Learning ⭐ 7
Deep learning (also known as deep structured learning or hierarchical learning) is part of a broader family of machine learning methods based on artificial neural networks. Learning can be supervised, semi-supervised or unsupervised. Deep learning architectures such as deep neural networks, deep belief networks, recurrent neural networks and convolutional neural networks have been applied to fields including computer vision, speech recognition, natural language processing, audio recognition, soc
most recent commit a year ago
Deep Learning ⭐ 7
A curated list of awesome Deep Learning tutorials, projects and communities.
most recent commit 2 years ago
Openvino_workshop ⭐ 6
The Jupyter Notebook for OpenVINO overview workshop
most recent commit a year ago
Cs231n Assignments Spring19 ⭐ 6
My personal solutions to the CS231n assignments (Spring 2019). CS231n: "CNN" is a Computer Vision class taught at Stanford.
most recent commit 2 years ago
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