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The Top 29,083 Deep Learning Open Source Projects

Categories > Machine Learning > Deep Learning
Tensorflow ⭐ 169,545
An Open Source Machine Learning Framework for Everyone
dependent packages 77total releases 46most recent commit 4 hours ago
Transformers ⭐ 75,588
🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.
dependent packages 911total releases 91most recent commit 4 hours agopypi transformers} Downloads
Opencv ⭐ 65,235
Open Source Computer Vision Library
dependent packages 35total releases 29most recent commit 6 hours ago
Pytorch ⭐ 60,829
Tensors and Dynamic neural networks in Python with strong GPU acceleration
dependent packages 146total releases 23most recent commit 4 hours ago
Keras ⭐ 56,789
Deep Learning for humans
dependent packages 330total releases 68most recent commit 9 hours agopypi keras} Downloads
Faceswap ⭐ 42,883
Deepfakes Software For All
most recent commit 7 days ago
Tensorflow Examples ⭐ 42,312
TensorFlow Tutorial and Examples for Beginners (support TF v1 & v2)
most recent commit 2 months ago
100 Days Of Ml Code ⭐ 38,017
100 Days of ML Coding
most recent commit 4 months ago
D2l Zh ⭐ 36,672
《动手学深度学习》：面向中文读者、能运行、可讨论。中英文版被60多个国家的400多所大学用于教学。
total releases 45most recent commit 12 hours ago
Real Time Voice Cloning ⭐ 36,411
Clone a voice in 5 seconds to generate arbitrary speech in real-time
most recent commit 3 months ago
Deepfacelab ⭐ 35,568
DeepFaceLab is the leading software for creating deepfakes.
most recent commit a month ago
Deep Learning Papers Reading Roadmap ⭐ 34,265
Deep Learning papers reading roadmap for anyone who are eager to learn this amazing tech!
most recent commit 10 days ago
Ailearning ⭐ 33,569
AiLearning：数据分析+机器学习实战+线性代数+PyTorch+NLTK+TF2
total releases 8most recent commit 5 months ago
Yolov5 ⭐ 33,506
YOLOv5 🚀 in PyTorch > ONNX > CoreML > TFLite
total releases 35most recent commit 18 hours ago
Caffe ⭐ 32,988
Caffe: a fast open framework for deep learning.
most recent commit 14 days ago
Made With Ml ⭐ 31,441
Learn how to responsibly develop, deploy and maintain production machine learning applications.
total releases 5most recent commit a month ago
Tesseract.js ⭐ 28,915
Pure Javascript OCR for more than 100 Languages 📖🎉🖥
dependent packages 125total releases 50most recent commit a day agonpm tesseract.js} Downloads
Deeplearningbook Chinese ⭐ 28,503
Deep Learning Book Chinese Translation
most recent commit 3 years ago
Machine Learning For Software Engineers ⭐ 26,118
A complete daily plan for studying to become a machine learning engineer.
most recent commit 3 months ago
Openpose ⭐ 25,515
OpenPose: Real-time multi-person keypoint detection library for body, face, hands, and foot estimation
most recent commit 2 days ago
Pytorch Tutorial ⭐ 25,263
PyTorch Tutorial for Deep Learning Researchers
most recent commit 9 days ago
Mockingbird ⭐ 25,231
🚀AI拟声: 5秒内克隆您的声音并生成任意语音内容 Clone a voice in 5 seconds to generate arbitrary speech in real-time
dependent packages 2total releases 9most recent commit 4 days agopypi mockingbirdonlyforuse} Downloads
Handson Ml ⭐ 24,933
⛔️ DEPRECATED – See https://github.com/ageron/handson-ml3 instead.
most recent commit 10 days ago
Gfpgan ⭐ 24,772
GFPGAN aims at developing Practical Algorithms for Real-world Face Restoration.
dependent packages 1total releases 11most recent commit 17 days agopypi gfpgan} Downloads
Spacy ⭐ 24,718
💫 Industrial-strength Natural Language Processing (NLP) in Python
dependent packages 842total releases 196most recent commit 4 hours agopypi spacy} Downloads
Data Science Ipython Notebooks ⭐ 23,924
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.
most recent commit 2 months ago
Fastai ⭐ 23,057
The fastai deep learning library
dependent packages 117total releases 143most recent commit 4 days agopypi fastai} Downloads
Ray ⭐ 22,964
Ray is a unified framework for scaling AI and Python applications. Ray consists of a core distributed runtime and a toolkit of libraries (Ray AIR) for accelerating ML workloads.
dependent packages 199total releases 76most recent commit 9 hours agopypi ray} Downloads
Awesome Deep Learning Papers ⭐ 21,874
The most cited deep learning papers
most recent commit 2 years ago
Applied Ml ⭐ 21,748
📚 Papers & tech blogs by companies sharing their work on data science & machine learning in production.
most recent commit a month ago
Streamlit ⭐ 21,709
Streamlit — The fastest way to build data apps in Python
dependent packages 404total releases 182most recent commit 5 hours agopypi streamlit} Downloads
Ml From Scratch ⭐ 21,618
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.
total releases 4most recent commit a month ago
Spleeter ⭐ 20,928
Deezer source separation library including pretrained models.
dependent packages 5total releases 36most recent commit 5 days agopypi spleeter} Downloads
Lightning ⭐ 20,871
Build and train PyTorch models and connect them to the ML lifecycle using Lightning App templates, without handling DIY infrastructure, cost management, scaling, and other headaches.
dependent packages 389total releases 221most recent commit 4 hours agopypi pytorch-lightning} Downloads
Netron ⭐ 20,729
Visualizer for neural network, deep learning, and machine learning models
dependent packages 63total releases 489most recent commit 13 hours agopypi netron} Downloads
Deepspeech ⭐ 20,513
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.
dependent packages 11total releases 100most recent commit a month agopypi deepspeech} Downloads
Awesome Datascience ⭐ 20,091
📝 An awesome Data Science repository to learn and apply for real world problems.
most recent commit 5 days ago
Darknet ⭐ 19,963
YOLOv4 / Scaled-YOLOv4 / YOLO - Neural Networks for Object Detection (Windows and Linux version of Darknet )
most recent commit a month ago
Awesome Deep Learning ⭐ 19,754
A curated list of awesome Deep Learning tutorials, projects and communities.
most recent commit 23 days ago
Mediapipe ⭐ 19,615
Cross-platform, customizable ML solutions for live and streaming media.
dependent packages 94total releases 24most recent commit 2 days agopypi mediapipe} Downloads
Paddle ⭐ 19,268
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）
total releases 70most recent commit 5 hours ago
Labelimg ⭐ 18,834
LabelImg is now part of the Label Studio community. The popular image annotation tool created by Tzutalin is no longer actively being developed, but you can check out Label Studio, the open source data labeling tool for images, text, hypertext, audio, video and time-series data.
dependent packages 4total releases 28most recent commit 2 days agopypi labelImg} Downloads
Pytorch Cyclegan And Pix2pix ⭐ 18,834
Image-to-Image Translation in PyTorch
most recent commit 7 days ago
Typescript Book ⭐ 18,430
📚 The definitive guide to TypeScript and possibly the best TypeScript book 📖. Free and Open Source 🌹
most recent commit a month ago
Reinforcement Learning ⭐ 18,272
Implementation of Reinforcement Learning Algorithms. Python, OpenAI Gym, Tensorflow. Exercises and Solutions to accompany Sutton's Book and David Silver's course.
most recent commit 3 months ago
Shap ⭐ 18,085
A game theoretic approach to explain the output of any machine learning model.
dependent packages 207total releases 95most recent commit 2 days agopypi shap} Downloads
100 Days Of Ml Code ⭐ 17,892
100-Days-Of-ML-Code中文版
most recent commit 8 months ago
Learnopencv ⭐ 17,565
Learn OpenCV : C++ and Python Examples
most recent commit a day ago
Cntk ⭐ 17,225
Microsoft Cognitive Toolkit (CNTK), an open source deep-learning toolkit
most recent commit 2 months ago
Jina ⭐ 16,841
🔮 Build multimodal AI services via cloud native technologies · Neural Search · Generative AI · Cloud Native
dependent packages 2total releases 2,019most recent commit 4 hours agopypi jina} Downloads
Tfjs ⭐ 16,814
A WebGL accelerated JavaScript library for training and deploying ML models.
dependent packages 508total releases 126most recent commit 11 hours agonpm @tensorflow/tfjs} Downloads
Awesome Tensorflow ⭐ 16,712
TensorFlow - A curated list of dedicated resources http://tensorflow.org
most recent commit 2 months ago
Fastbook ⭐ 16,573
The fastai book, published as Jupyter Notebooks
total releases 26most recent commit 2 days ago
Easyocr ⭐ 16,465
Ready-to-use OCR with 80+ supported languages and all popular writing scripts including Latin, Chinese, Arabic, Devanagari, Cyrillic and etc.
dependent packages 37total releases 30most recent commit a day agopypi easyocr} Downloads
Ai Expert Roadmap ⭐ 16,348
Roadmap to becoming an Artificial Intelligence Expert in 2022
most recent commit 10 months ago
Pytorch_geometric ⭐ 16,304
Graph Neural Network Library for PyTorch
dependent packages 38total releases 35most recent commit 4 hours agopypi torch-geometric} Downloads
Tensorflow Course ⭐ 16,245
📡 Simple and ready-to-use tutorials for TensorFlow
most recent commit 9 days ago
Pytorch Handbook ⭐ 16,243
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
most recent commit 8 months ago
Ncnn ⭐ 16,058
ncnn is a high-performance neural network inference framework optimized for the mobile platform
total releases 19most recent commit 4 hours ago
D2l En ⭐ 15,706
Interactive deep learning book with multi-framework code, math, and discussions. Adopted at 400 universities from 60 countries including Stanford, MIT, Harvard, and Cambridge.
most recent commit 5 hours ago
Deep Learning With Python Notebooks ⭐ 15,534
Jupyter notebooks for the code samples of the book "Deep Learning with Python"
most recent commit 6 months ago
Datasets ⭐ 14,857
🤗 The largest hub of ready-to-use datasets for ML models with fast, easy-to-use and efficient data manipulation tools
dependent packages 208total releases 52most recent commit 5 hours agopypi datasets} Downloads
A To Z Resources For Students ⭐ 14,649
✅ Curated list of resources for college students
most recent commit a month ago
Recommenders ⭐ 14,638
Best Practices on Recommendation Systems
dependent packages 2total releases 11most recent commit a day agopypi recommenders} Downloads
Lectures ⭐ 14,554
Oxford Deep NLP 2017 course
most recent commit 5 years ago
Openface ⭐ 14,540
Face recognition with deep neural networks.
most recent commit a month ago
Pwc ⭐ 14,522
Papers with code. Sorted by stars. Updated weekly.
most recent commit 3 years ago
Deeplearning_ai_books ⭐ 14,417
deeplearning.ai（吴恩达老师的深度学习课程笔记及资源）
most recent commit 9 months ago
Annotated_deep_learning_paper_implementations ⭐ 14,363
🧑‍🏫 59 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 76most recent commit 25 days agopypi labml-nn} Downloads
Qix ⭐ 13,926
Machine Learning、Deep Learning、PostgreSQL、Distributed System、Node.Js、Golang
most recent commit 4 months ago
Awesome Nlp ⭐ 13,854
📖 A curated list of resources dedicated to Natural Language Processing (NLP)
most recent commit a month ago
Onnx ⭐ 13,755
Open standard for machine learning interoperability
dependent packages 245total releases 26most recent commit a day agopypi onnx} Downloads
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 a year ago
Ml Agents ⭐ 13,731
The Unity Machine Learning Agents Toolkit (ML-Agents) is an open-source project that enables games and simulations to serve as environments for training intelligent agents using deep reinforcement learning and imitation learning.
dependent packages 14total releases 44most recent commit 2 days agopypi mlagents} Downloads
Neural Networks And Deep Learning ⭐ 13,693
Code samples for my book "Neural Networks and Deep Learning"
most recent commit 3 months ago
Screenshot To Code ⭐ 13,679
A neural network that transforms a design mock-up into a static website.
most recent commit 6 months ago
Airsim ⭐ 13,540
Open source simulator for autonomous vehicles built on Unreal Engine / Unity, from Microsoft AI & Research
dependent packages 1total releases 14most recent commit 2 months agopypi airsim} Downloads
Awesome Pytorch List ⭐ 13,405
A comprehensive list of pytorch related content on github,such as different models,implementations,helper libraries,tutorials etc.
most recent commit 2 months ago
Cheatsheets Ai ⭐ 13,281
Essential Cheat Sheets for deep learning and machine learning researchers https://medium.com/@kailashahirwar/essential-cheat
most recent commit 3 years ago
Deep Learning For Image Processing ⭐ 12,957
deep learning for image processing including classification and object-detection etc.
most recent commit 18 days ago
Horovod ⭐ 12,876
Distributed training framework for TensorFlow, Keras, PyTorch, and Apache MXNet.
dependent packages 10total releases 72most recent commit 19 hours agopypi horovod} Downloads
First Order Model ⭐ 12,849
This repository contains the source code for the paper First Order Motion Model for Image Animation
most recent commit a month ago
Facenet ⭐ 12,781
Face recognition using Tensorflow
most recent commit 16 days ago
Awesome Production Machine Learning ⭐ 12,744
A curated list of awesome open source libraries to deploy, monitor, version and scale your machine learning
most recent commit 7 hours ago
Tensor2tensor ⭐ 12,695
Library of deep learning models and datasets designed to make deep learning more accessible and accelerate ML research.
dependent packages 11total releases 79most recent commit a month agopypi tensor2tensor} Downloads
Deeplearning4j ⭐ 12,694
Suite of tools for deploying and training deep learning models using the JVM. Highlights include model import for keras, tensorflow, and onnx/pytorch, a modular and tiny c++ library for running math code and a java based math library on top of the core c++ library. Also includes samediff: a pytorch/tensorflow like library for running deep learning using automatic differentiation.
dependent packages 21total releases 15most recent commit a day ago
Paper Reading ⭐ 12,663
深度学习经典、新论文逐段精读
most recent commit 11 days ago
Machine Learning Tutorials ⭐ 12,385
machine learning and deep learning tutorials, articles and other resources
most recent commit 2 months ago
Nni ⭐ 12,293
An open source AutoML toolkit for automate machine learning lifecycle, including feature engineering, neural architecture search, model compression and hyper-parameter tuning.
dependent packages 22total releases 51most recent commit 11 hours agopypi nni} Downloads
Best Of Ml Python ⭐ 11,996
🏆 A ranked list of awesome machine learning Python libraries. Updated weekly.
most recent commit 6 days ago
Imgaug ⭐ 11,905
Image augmentation for machine learning experiments.
dependent packages 98total releases 11most recent commit a year agopypi imgaug} Downloads
Deep Learning With Tensorflow Book ⭐ 11,864
深度学习入门开源书，基于TensorFlow 2.0案例实战。Open source Deep Learning book, based on TensorFlow 2.0 framework.
most recent commit a year ago
Nsfw_data_scraper ⭐ 11,602
Collection of scripts to aggregate image data for the purposes of training an NSFW Image Classifier
most recent commit 8 months ago
Dlib ⭐ 11,551
A toolkit for making real world machine learning and data analysis applications in C++
dependent packages 90total releases 32most recent commit 9 days agopypi dlib} Downloads
Pix2code ⭐ 11,484
pix2code: Generating Code from a Graphical User Interface Screenshot
most recent commit 2 months ago
Label Studio ⭐ 11,423
Label Studio is a multi-type data labeling and annotation tool with standardized output format
dependent packages 3total releases 159most recent commit 4 hours agopypi label-studio} Downloads
Free Books ⭐ 11,349
互联网上的免费书籍
most recent commit 2 years ago
Allennlp ⭐ 11,300
An open-source NLP research library, built on PyTorch.
dependent packages 67total releases 264most recent commit 15 days agopypi allennlp} Downloads
Albumentations ⭐ 11,276
Fast image augmentation library and an easy-to-use wrapper around other libraries. Documentation: https://albumentations.ai/docs/ Paper about the library: https://www.mdpi.com/2078-2489/11/2/125
dependent packages 155total releases 52most recent commit a day agopypi albumentations} Downloads
Gradio ⭐ 11,069
Create UIs for your machine learning model in Python in 3 minutes
dependent packages 21total releases 355most recent commit 18 hours agopypi gradio} Downloads
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