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The Top 27,374 Deep Learning Open Source Projects

Categories > Machine Learning > Deep Learning
Tensorflow ⭐ 166,204
An Open Source Machine Learning Framework for Everyone
dependent packages 77total releases 46most recent commit 4 hours ago
Transformers ⭐ 66,474
🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.
dependent packages 887total releases 85most recent commit 4 hours agopypi transformers} Downloads
Opencv ⭐ 62,501
Open Source Computer Vision Library
dependent packages 32total releases 28most recent commit 5 hours ago
Pytorch ⭐ 57,163
Tensors and Dynamic neural networks in Python with strong GPU acceleration
total releases 267most recent commit 5 hours ago
Keras ⭐ 55,574
Deep Learning for humans
dependent packages 326total releases 65most recent commit a day agopypi keras} Downloads
Faceswap ⭐ 41,582
Deepfakes Software For All
most recent commit 5 days ago
Tensorflow Examples ⭐ 41,533
TensorFlow Tutorial and Examples for Beginners (support TF v1 & v2)
most recent commit 6 months ago
Real Time Voice Cloning ⭐ 35,434
Clone a voice in 5 seconds to generate arbitrary speech in real-time
most recent commit 3 days ago
100 Days Of Ml Code ⭐ 34,680
100 Days of ML Coding
most recent commit 4 months ago
D2l Zh ⭐ 33,337
《动手学深度学习》：面向中文读者、能运行、可讨论。中英文版被55个国家的300所大学用于教学。
total releases 41most recent commit 5 days ago
Ailearning ⭐ 33,143
AiLearning：数据分析+机器学习实战+线性代数+PyTorch+NLTK+TF2
total releases 8most recent commit 2 months ago
Deepfacelab ⭐ 32,708
DeepFaceLab is the leading software for creating deepfakes.
most recent commit a month ago
Caffe ⭐ 32,106
Caffe: a fast open framework for deep learning.
most recent commit 7 months ago
Deep Learning Papers Reading Roadmap ⭐ 31,661
Deep Learning papers reading roadmap for anyone who are eager to learn this amazing tech!
most recent commit 5 months ago
Made With Ml ⭐ 30,331
Learn how to responsibly deliver value with ML.
most recent commit 7 days ago
Deeplearningbook Chinese ⭐ 28,503
Deep Learning Book Chinese Translation
most recent commit 3 years ago
Yolov5 ⭐ 28,226
YOLOv5 🚀 in PyTorch > ONNX > CoreML > TFLite
total releases 26most recent commit a day ago
Tesseract.js ⭐ 27,029
Pure Javascript OCR for more than 100 Languages 📖🎉🖥
dependent packages 96total releases 46most recent commit 21 days agonpm tesseract.js} Downloads
Machine Learning For Software Engineers ⭐ 25,292
A complete daily plan for studying to become a machine learning engineer.
most recent commit a year ago
Handson Ml ⭐ 24,529
A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in python using Scikit-Learn and TensorFlow.
most recent commit 12 days ago
Openpose ⭐ 24,401
OpenPose: Real-time multi-person keypoint detection library for body, face, hands, and foot estimation
most recent commit 17 days ago
Spacy ⭐ 23,717
💫 Industrial-strength Natural Language Processing (NLP) in Python
dependent packages 823total releases 194most recent commit 4 hours agopypi spacy} Downloads
Data Science Ipython Notebooks ⭐ 22,662
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 3 months ago
Fastai ⭐ 22,459
The fastai deep learning library
dependent packages 117total releases 139most recent commit 2 days agopypi fastai} Downloads
Mockingbird ⭐ 22,120
🚀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 10 days agopypi mockingbirdonlyforuse} Downloads
Pytorch Tutorial ⭐ 21,979
PyTorch Tutorial for Deep Learning Researchers
most recent commit 9 months ago
Awesome Deep Learning Papers ⭐ 21,874
The most cited deep learning papers
most recent commit 2 years ago
Ray ⭐ 21,166
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.
dependent packages 197total releases 73most recent commit 5 hours agopypi ray} Downloads
Ml From Scratch ⭐ 20,187
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 year ago
Applied Ml ⭐ 20,159
📚 Papers & tech blogs by companies sharing their work on data science & machine learning in production.
most recent commit 11 days ago
Incubator Mxnet ⭐ 20,012
Lightweight, Portable, Flexible Distributed/Mobile Deep Learning with Dynamic, Mutation-aware Dataflow Dep Scheduler; for Python, R, Julia, Scala, Go, Javascript and more
dependent packages 62total releases 983most recent commit 4 hours agopypi mxnet} Downloads
Spleeter ⭐ 19,767
Deezer source separation library including pretrained models.
dependent packages 5total releases 35most recent commit 21 days agopypi spleeter} Downloads
Streamlit ⭐ 19,733
Streamlit — The fastest way to build data apps in Python
dependent packages 381total releases 167most recent commit 4 days agopypi streamlit} Downloads
Gfpgan ⭐ 19,426
GFPGAN aims at developing Practical Algorithms for Real-world Face Restoration.
dependent packages 1total releases 6most recent commit a month agopypi gfpgan} Downloads
Deepspeech ⭐ 19,333
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 9total releases 98most recent commit 4 months agonpm deepspeech} Downloads
Lightning ⭐ 19,270
Build high-performance AI models with PyTorch Lightning (organized PyTorch). Deploy models with Lightning Apps (organized Python to build end-to-end ML systems).
dependent packages 381total releases 210most recent commit 4 hours agopypi pytorch-lightning} Downloads
Netron ⭐ 19,231
Visualizer for neural network, deep learning, and machine learning models
dependent packages 63total releases 473most recent commit a day agopypi netron} Downloads
Awesome Datascience ⭐ 18,929
📝 An awesome Data Science repository to learn and apply for real world problems.
most recent commit 14 days ago
Awesome Deep Learning ⭐ 18,703
A curated list of awesome Deep Learning tutorials, projects and communities.
most recent commit 2 months ago
Paddle ⭐ 18,495
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 69most recent commit 4 hours ago
Darknet ⭐ 18,210
YOLOv4 / Scaled-YOLOv4 / YOLO - Neural Networks for Object Detection (Windows and Linux version of Darknet )
most recent commit 6 months ago
100 Days Of Ml Code ⭐ 17,892
100-Days-Of-ML-Code中文版
most recent commit 3 months ago
Pytorch Cyclegan And Pix2pix ⭐ 17,873
Image-to-Image Translation in PyTorch
most recent commit 2 days ago
Mediapipe ⭐ 17,792
Cross-platform, customizable ML solutions for live and streaming media.
dependent packages 94total releases 23most recent commit 7 days agopypi mediapipe} Downloads
Labelimg ⭐ 17,742
🖍️ LabelImg is a graphical image annotation tool and label object bounding boxes in images
dependent packages 3total releases 28most recent commit 18 hours agopypi labelImg} Downloads
Reinforcement Learning ⭐ 17,260
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 8 months ago
Typescript Book ⭐ 17,132
📚 The definitive guide to TypeScript and possibly the best TypeScript book 📖. Free and Open Source 🌹
most recent commit 2 months ago
Cntk ⭐ 17,085
Microsoft Cognitive Toolkit (CNTK), an open source deep-learning toolkit
most recent commit 10 months ago
Shap ⭐ 16,635
A game theoretic approach to explain the output of any machine learning model.
dependent packages 207total releases 95most recent commit 20 days agopypi shap} Downloads
Awesome Tensorflow ⭐ 16,633
TensorFlow - A curated list of dedicated resources http://tensorflow.org
most recent commit a month ago
Learnopencv ⭐ 16,626
Learn OpenCV : C++ and Python Examples
most recent commit 2 days ago
Tfjs ⭐ 16,356
A WebGL accelerated JavaScript library for training and deploying ML models.
dependent packages 324total releases 123most recent commit a day agonpm @tensorflow/tfjs} Downloads
Ai Expert Roadmap ⭐ 16,348
Roadmap to becoming an Artificial Intelligence Expert in 2022
most recent commit 5 months 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 3 months ago
Tensorflow Course ⭐ 15,697
📡 Simple and ready-to-use tutorials for TensorFlow
most recent commit a year ago
Deep Learning With Python Notebooks ⭐ 15,534
Jupyter notebooks for the code samples of the book "Deep Learning with Python"
most recent commit 15 days ago
Easyocr ⭐ 15,205
Ready-to-use OCR with 80+ supported languages and all popular writing scripts including Latin, Chinese, Arabic, Devanagari, Cyrillic and etc.
dependent packages 36total releases 27most recent commit a day agopypi easyocr} Downloads
Fastbook ⭐ 15,032
The fastai book, published as Jupyter Notebooks
total releases 25most recent commit a month ago
Jina ⭐ 15,029
Build cross-modal and multi-modal applications on the cloud
dependent packages 2total releases 1,901most recent commit 6 hours agopypi jina} Downloads
Pytorch_geometric ⭐ 14,949
Graph Neural Network Library for PyTorch
dependent packages 31total releases 33most recent commit 3 days agopypi torch-geometric} Downloads
Ncnn ⭐ 14,882
ncnn is a high-performance neural network inference framework optimized for the mobile platform
total releases 15most recent commit 4 hours ago
Lectures ⭐ 14,554
Oxford Deep NLP 2017 course
most recent commit 5 years ago
Pwc ⭐ 14,522
Papers with code. Sorted by stars. Updated weekly.
most recent commit 2 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 4 months ago
Openface ⭐ 14,283
Face recognition with deep neural networks.
most recent commit 5 months ago
A To Z Resources For Students ⭐ 14,034
✅ Curated list of resources for college students
most recent commit a month ago
D2l En ⭐ 13,917
Interactive deep learning book with multi-framework code, math, and discussions. Adopted at 300 universities from 55 countries including Stanford, MIT, Harvard, and Cambridge.
most recent commit 13 hours ago
Qix ⭐ 13,846
Machine Learning、Deep Learning、PostgreSQL、Distributed System、Node.Js、Golang
most recent commit 13 days 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 9 months ago
Datasets ⭐ 13,741
🤗 The largest hub of ready-to-use datasets for ML models with fast, easy-to-use and efficient data manipulation tools
dependent packages 200total releases 49most recent commit 5 hours agopypi datasets} Downloads
Screenshot To Code ⭐ 13,679
A neural network that transforms a design mock-up into a static website.
most recent commit a month ago
Recommenders ⭐ 13,418
Best Practices on Recommendation Systems
dependent packages 2total releases 10most recent commit 15 days agopypi recommenders} Downloads
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
Airsim ⭐ 13,246
Open source simulator for autonomous vehicles built on Unreal Engine / Unity, from Microsoft AI & Research
dependent packages 1total releases 13most recent commit 5 days agopypi airsim} Downloads
Awesome Nlp ⭐ 13,113
📖 A curated list of resources dedicated to Natural Language Processing (NLP)
most recent commit 2 months ago
Ml Agents ⭐ 13,019
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 16 days agopypi mlagents} Downloads
Awesome Pytorch List ⭐ 12,977
A comprehensive list of pytorch related content on github,such as different models,implementations,helper libraries,tutorials etc.
most recent commit 2 months ago
Onnx ⭐ 12,820
Open standard for machine learning interoperability
dependent packages 235total releases 26most recent commit 3 days agopypi onnx} Downloads
Horovod ⭐ 12,562
Distributed training framework for TensorFlow, Keras, PyTorch, and Apache MXNet.
dependent packages 10total releases 72most recent commit 2 days agopypi horovod} Downloads
Deeplearning4j ⭐ 12,524
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 109total releases 52most recent commit 12 hours ago
Facenet ⭐ 12,284
Face recognition using Tensorflow
most recent commit 5 months ago
Neural Networks And Deep Learning ⭐ 12,230
Code samples for my book "Neural Networks and Deep Learning"
most recent commit a year ago
Tensor2tensor ⭐ 12,180
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 3 months agopypi tensor2tensor} Downloads
First Order Model ⭐ 11,945
This repository contains the source code for the paper First Order Motion Model for Image Animation
most recent commit 7 months ago
Machine Learning Tutorials ⭐ 11,923
machine learning and deep learning tutorials, articles and other resources
most recent commit 3 months ago
Imgaug ⭐ 11,905
Image augmentation for machine learning experiments.
dependent packages 98total releases 11most recent commit 8 months 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 10 months ago
Awesome Production Machine Learning ⭐ 11,844
A curated list of awesome open source libraries to deploy, monitor, version and scale your machine learning
most recent commit 4 days ago
Nni ⭐ 11,645
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 50most recent commit 5 days agopypi nni} Downloads
Nsfw_data_scraper ⭐ 11,602
Collection of scripts to aggregate image data for the purposes of training an NSFW Image Classifier
most recent commit 3 months ago
Pix2code ⭐ 11,428
pix2code: Generating Code from a Graphical User Interface Screenshot
most recent commit a month ago
Free Books ⭐ 11,349
互联网上的免费书籍
most recent commit a year ago
Dlib ⭐ 11,242
A toolkit for making real world machine learning and data analysis applications in C++
dependent packages 90total releases 32most recent commit 4 days agopypi dlib} Downloads
Allennlp ⭐ 11,073
An open-source NLP research library, built on PyTorch.
dependent packages 62total releases 263most recent commit 7 days agopypi allennlp} Downloads
Best Of Ml Python ⭐ 10,882
🏆 A ranked list of awesome machine learning Python libraries. Updated weekly.
most recent commit 6 days ago
Ml Nlp ⭐ 10,874
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。
most recent commit 6 months ago
Turicreate ⭐ 10,498
Turi Create simplifies the development of custom machine learning models.
dependent packages 2total releases 31most recent commit 7 months agopypi turicreate} Downloads
Albumentations ⭐ 10,453
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 154total releases 50most recent commit 5 days agopypi albumentations} Downloads
Clip As Service ⭐ 10,443
Embed images and sentences into fixed-length vectors with CLIP
dependent packages 12total releases 56most recent commit 8 days agopypi bert-serving-client} Downloads
Playground ⭐ 10,409
Play with neural networks!
most recent commit a month ago
1-100 of 27,374 projects
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