The Top 3,531 Deep Learning Open Source Projects

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Awesome Open Source

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The Top 3,531 Deep Learning Open Source Projects

Categories > Machine Learning > Deep Learning

Tensorflow ⭐150,820

An Open Source Machine Learning Framework for Everyone

Opencv ⭐50,363

Open Source Computer Vision Library

Keras ⭐50,214

Deep Learning for humans

Pytorch ⭐44,208

Tensors and Dynamic neural networks in Python with strong GPU acceleration

Tensorflow Examples ⭐39,346

TensorFlow Tutorial and Examples for Beginners (support TF v1 & v2)

Faceswap ⭐33,344

Deepfakes Software For All

Caffe ⭐31,091

Caffe: a fast open framework for deep learning.

100 Days Of Ml Code ⭐30,563

100 Days of ML Coding

Deep Learning Papers Reading Roadmap ⭐28,798

Deep Learning papers reading roadmap for anyone who are eager to learn this amazing tech!

Algorithm_interview_notes Chinese ⭐27,525

2018/2019/校招/春招/秋招/算法/机器学习(Machine Learning)/深度学习(Deep Learning)/自然语言处理(NLP)/C/C++/Python/面试笔记

Basics ⭐25,112

📚 Learn ML with clean code, simplified math and illustrative visuals.

Machine Learning For Software Engineers ⭐24,452

A complete daily plan for studying to become a machine learning engineer.

Tesseract.js ⭐22,619

Pure Javascript OCR for more than 100 Languages 📖🎉🖥

Awesome Deep Learning Papers ⭐22,264

The most cited deep learning papers

Handson Ml ⭐21,673

A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in python using Scikit-Learn and TensorFlow.

Real Time Voice Cloning ⭐21,559

Clone a voice in 5 seconds to generate arbitrary speech in real-time

Deepfacelab ⭐21,423

DeepFaceLab is the leading software for creating deepfakes.

Fastai ⭐19,950

The fastai deep learning library, plus lessons and tutorials

Data Science Ipython Notebooks ⭐19,827

Data science Python notebooks: Deep learning (TensorFlow, Theano, Caffe, Keras), scikit-learn, Kaggle, big data (Spark, Hadoop MapReduce, HDFS), matplotlib, pandas, NumPy, SciPy, Python essentials, AWS, and various command lines.

Openpose ⭐19,321

OpenPose: Real-time multi-person keypoint detection library for body, face, hands, and foot estimation

D2l Zh ⭐19,288

《动手学深度学习》：面向中文读者、能运行、可讨论。中英文版被全球140所大学采用教学。

Pytorch Tutorial ⭐18,858

PyTorch Tutorial for Deep Learning Researchers

Ml From Scratch ⭐18,516

Machine Learning From Scratch. Bare bones NumPy implementations of machine learning models and algorithms with a focus on accessibility. Aims to cover everything from linear regression to deep learning.

Spacy ⭐17,708

💫 Industrial-strength Natural Language Processing (NLP) with Python and Cython

Microsoft Cognitive Toolkit (CNTK), an open source deep-learning toolkit

Awesome Deep Learning ⭐16,211

A curated list of awesome Deep Learning tutorials, projects and communities.

100 Days Of Ml Code ⭐15,936

100-Days-Of-ML-Code中文版

Deepspeech ⭐15,868

DeepSpeech is an open source embedded (offline, on-device) speech-to-text engine which can run in real time on devices ranging from a Raspberry Pi 4 to high power GPU servers.

Tensorflow Course ⭐15,220

📡 Simple and ready-to-use tutorials for TensorFlow

Awesome Datascience ⭐14,857

📝 An awesome Data Science repository to learn and apply for real world problems.

Lectures ⭐14,822

Oxford Deep NLP 2017 course

Spleeter ⭐14,767

Deezer source separation library including pretrained models.

A WebGL accelerated JavaScript library for training and deploying ML models.

An open source framework that provides a simple, universal API for building distributed applications. Ray is packaged with RLlib, a scalable reinforcement learning library, and Tune, a scalable hyperparameter tuning library.

Openface ⭐13,719

Face recognition with deep neural networks.

Pytorch Cyclegan And Pix2pix ⭐13,616

Image-to-Image Translation in PyTorch

Cheatsheets Ai ⭐13,584

Essential Cheat Sheets for deep learning and machine learning researchers https://medium.com/@kailashahirwar/essential-cheat-sheets-for-machine-learning-and-deep-learning-researchers-efb6a8ebd2e5

Machine Learning、Deep Learning、PostgreSQL、Distributed System、Node.Js、Golang

Paddle ⭐13,358

PArallel Distributed Deep LEarning: Machine Learning Framework from Industrial Practice （『飞桨』核心框架，深度学习&机器学习高性能单机、分布式训练和跨平台部署）

Pytorch Handbook ⭐13,097

pytorch handbook是一本开源的书籍，目标是帮助那些希望和使用PyTorch进行深度学习开发和研究的朋友快速入门，其中包含的Pytorch教程全部通过测试保证可以成功运行

Screenshot To Code ⭐12,996

A neural network that transforms a design mock-up into a static website.

Labelimg ⭐12,582

🖍️ LabelImg is a graphical image annotation tool and label object bounding boxes in images

Learnopencv ⭐12,522

Learn OpenCV : C++ and Python Examples

Netron ⭐12,148

Visualizer for neural network, deep learning, and machine learning models

Streamlit ⭐11,982

Streamlit — The fastest way to build data apps in Python

Facenet ⭐11,265

Face recognition using Tensorflow

Dive Into Dl Pytorch ⭐11,253

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。

Awesome Nlp ⭐11,230

📖 A curated list of resources dedicated to Natural Language Processing (NLP)

Stanford Cs 229 Machine Learning ⭐11,136

VIP cheatsheets for Stanford's CS 229 Machine Learning

Pix2code ⭐11,063

pix2code: Generating Code from a Graphical User Interface Screenshot

Awesome Pytorch List ⭐11,044

A comprehensive list of pytorch related content on github,such as different models,implementations,helper libraries,tutorials etc.

A game theoretic approach to explain the output of any machine learning model.

Machine Learning Tutorials ⭐10,830

machine learning and deep learning tutorials, articles and other resources

Fastbook ⭐10,690

The fastai book, published as Jupyter Notebooks

Tensor2tensor ⭐10,609

Library of deep learning models and datasets designed to make deep learning more accessible and accelerate ML research.

Nsfw_data_scraper ⭐10,486

Collection of scripts to aggregate image data for the purposes of training an NSFW Image Classifier

Horovod ⭐10,467

Distributed training framework for TensorFlow, Keras, PyTorch, and Apache MXNet.

Pytorch Lightning ⭐10,376

The lightweight PyTorch wrapper for high-performance AI research. Scale your models, not the boilerplate.

Imgaug ⭐10,279

Image augmentation for machine learning experiments.

Dive Into Machine Learning ⭐10,240

Dive into Machine Learning with Python Jupyter notebook and scikit-learn!

ncnn is a high-performance neural network inference framework optimized for the mobile platform

Deepcreampy ⭐10,203

Decensoring Hentai with Deep Neural Networks

Cyclegan ⭐10,124

Software that can generate photos from paintings, turn horses into zebras, perform style transfer, and more.

Turicreate ⭐10,001

Turi Create simplifies the development of custom machine learning models.

Mediapipe ⭐9,858

MediaPipe is the simplest way for researchers and developers to build world-class ML solutions and applications for mobile, edge, cloud and the web.

Ml Agents ⭐9,798

Unity Machine Learning Agents Toolkit

Stanford Tensorflow Tutorials ⭐9,788

This repository contains code examples for the Stanford's course: TensorFlow for Deep Learning Research.

A toolkit for making real world machine learning and data analysis applications in C++

Fast Style Transfer ⭐9,517

TensorFlow CNN for fast style transfer ⚡🖥🎨🖼

Neural Doodle ⭐9,502

Turn your two-bit doodles into fine artworks with deep neural networks, generate seamless textures from photos, transfer style from one image to another, perform example-based upscaling, but wait... there's more! (An implementation of Semantic Style Transfer.)

Tflearn ⭐9,468

Deep learning library featuring a higher-level API for TensorFlow.

Allennlp ⭐9,405

An open-source NLP research library, built on PyTorch.

Open standard for machine learning interoperability

Deep_learning_object_detection ⭐9,233

A paper list of object detection using deep learning.

Easyocr ⭐8,871

Ready-to-use OCR with 40+ languages supported including Chinese, Japanese, Korean and Thai

Deep Learning Drizzle ⭐8,837

Drench yourself in Deep Learning, Reinforcement Learning, Machine Learning, Computer Vision, and NLP by learning from these exciting lectures!!

Mit Deep Learning Book Pdf ⭐8,736

MIT Deep Learning Book in PDF format (complete and parts) by Ian Goodfellow, Yoshua Bengio and Aaron Courville

Recommenders ⭐8,711

Best Practices on Recommendation Systems

Effectivetensorflow ⭐8,642

TensorFlow tutorials and best practices.

Sonnet ⭐8,609

TensorFlow-based neural network library

Tensorflow Tutorials ⭐8,563

TensorFlow Tutorials with YouTube Videos

Bert As Service ⭐8,552

Mapping a variable-length sentence to a fixed-length vector using BERT model

First Order Model ⭐8,546

This repository contains the source code for the paper First Order Motion Model for Image Animation

Tfjs Core ⭐8,525

WebGL-accelerated ML // linear algebra // automatic differentiation for JavaScript.

Fashion Mnist ⭐8,519

A MNIST-like fashion product database. Benchmark 👉

Caffe2 ⭐8,446

Caffe2 is a lightweight, modular, and scalable deep learning framework.

An open source AutoML toolkit for automate machine learning lifecycle, including feature engineering, neural architecture search, model compression and hyper-parameter tuning.

Pytorch Book ⭐8,234

PyTorch tutorials and fun projects including neural talk, neural style, poem writing, anime generation (《深度学习框架PyTorch：入门与实战》)

Mlalgorithms ⭐8,227

Minimal and clean examples of machine learning algorithms implementations

Mit Deep Learning ⭐8,113

Tutorials, assignments, and competitions for MIT Deep Learning related courses.

D2l En ⭐8,080

Interactive deep learning book with code, math, and discussions. Available in multi-frameworks. Adopted at 140 universities.

Pix2pix ⭐8,058

Image-to-image translation with conditional adversarial nets

Keras Gan ⭐7,669

Keras implementations of Generative Adversarial Networks.

The Incredible Pytorch ⭐7,646

The Incredible PyTorch: a curated list of tutorials, papers, projects, communities and more relating to PyTorch.

Autokeras ⭐7,592

AutoML library for deep learning

Numerical Linear Algebra ⭐7,506

Free online textbook of Jupyter notebooks for fast.ai Computational Linear Algebra course

Photoprism ⭐7,292

Personal Photo Management powered by Go and Google TensorFlow

Computervision Recipes ⭐7,288

Best Practices, code samples, and documentation for Computer Vision.

Ludwig ⭐7,276

Ludwig is a toolbox that allows to train and evaluate deep learning models without the need to write code.

Ml Nlp ⭐7,114

此项目是机器学习(Machine Learning)、深度学习(Deep Learning)、NLP面试中常考到的知识点和代码实现，也是作为一个算法工程师必会的理论基础知识。

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