Most popular machine-learning repositories and open source projects

Machine learning is the practice of teaching a computer to learn. The concept uses pattern recognition, as well as other forms of predictive algorithms, to make judgments on incoming data. This field is closely related to artificial intelligence and computational statistics.

tensorflow

An Open Source Machine Learning Framework for Everyone

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transformers

🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorF...

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pytorch

Tensors and Dynamic neural networks in Python with strong GPU accelera...

16728   60019   60019  

keras

Deep Learning for humans

19197   56508   56508  

scikit-learn

scikit-learn: machine learning in Python

23602   51940   51940  

tesseract

Tesseract Open Source OCR Engine (main repository)

8228   47261   47261  

cs-video-courses

List of Computer Science courses with video lectures.

6776   47141   47141  

face_recognition

The world's simplest facial recognition api for Python and the command...

12559   46313   46313  

ML-For-Beginners

12 weeks, 26 lessons, 52 quizzes, classic Machine Learning for all

8545   42668   42668  

faceswap

Deepfakes Software For All

11979   42644   42644  

TensorFlow-Examples

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

15157   42365   42365  

awesome-scalability

The Patterns of Scalable, Reliable, and Performant Large-Scale Systems

4795   42033   42033  

julia

The Julia Programming Language

5019   40755   40755  

100-Days-Of-ML-Code

100 Days of ML Coding

9735   39007   39007  

d2l-zh

《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个国家的...

8150   36011   36011  

DeepFaceLab

DeepFaceLab is the leading software for creating deepfakes.

8015   35588   35588  

caffe

Caffe: a fast open framework for deep learning.

18994   32944   32944  

yolov5

YOLOv5 🚀 in PyTorch > ONNX > CoreML > TFLite

11619   32340   32340  

Made-With-ML

Learn how to responsibly deliver value with machine learning.

5203   31281   31281  

Algorithm_Interview_Notes-Chinese

2018/2019/校招/春招/秋招/算法/机器学习(Machine Learning)/深度学习(Deep...

8544   27552   27552  

Coursera-ML-AndrewNg-Notes

吴恩达老师的机器学习课程个人笔记

9898   26397   26397  

machine-learning-for-software-engineers

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

6085   26264   26264  

google-research

Google Research

6354   25769   25769  

openpose

OpenPose: Real-time multi-person keypoint detection library for body,...

7356   25250   25250  

handson-ml

⛔️ DEPRECATED – See https://github.com/ageron/handson-ml3 instead.

12997   24928   24928  

spaCy

💫 Industrial-strength Natural Language Processing (NLP) in Python

3966   24489   24489  

data-science-ipython-notebooks

Data science Python notebooks: Deep learning (TensorFlow, Theano, Caff...

7376   24156   24156  

awesome-deep-learning-papers

The most cited deep learning papers

4487   24071   24071  

xgboost

Scalable, Portable and Distributed Gradient Boosting (GBDT, GBRT or GB...

8517   23506   23506  

photoprism

AI-Powered Photos App for the Decentralized Web 🌈💎✨

1303   23080   23080  

fastai

The fastai deep learning library

7314   22940   22940  

ray

Ray is a unified framework for scaling AI and Python applications. Ray...

4016   22818   22818  

AI-Expert-Roadmap

Roadmap to becoming an Artificial Intelligence Expert in 2022

2010   22463   22463  

C-Plus-Plus

Collection of various algorithms in mathematics, machine learning, com...

5984   22270   22270  

applied-ml

📚 Papers & tech blogs by companies sharing their work on data science...

3050   21666   21666  

ML-From-Scratch

Machine Learning From Scratch. Bare bones NumPy implementations of mac...

4252   21635   21635  

streamlit

Streamlit — The fastest way to build data apps in Python

1909   21188   21188  

NLP-progress

Repository to track the progress in Natural Language Processing (NLP),...

3516   21026   21026  

pumpkin-book

《机器学习》（西瓜书）公式详解

4536   20635   20635  

DeepSpeech

DeepSpeech is an open source embedded (offline, on-device) speech-to-t...

3603   20501   20501  

lightning

Build and train PyTorch models and connect them to the ML lifecycle us...

2630   20494   20494  

homemade-machine-learning

🤖 Python examples of popular machine learning algorithms with interact...

3738   20376   20376  

netron

Visualizer for neural network, deep learning, and machine learning mod...

2327   20365   20365  

WaveFunctionCollapse

Bitmap & tilemap generation from a single example with the help of ide...

1070   20156   20156  

awesome-datascience

:memo: An awesome Data Science repository to learn and apply for real...

5229   19847   19847  

awesome-deep-learning

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

5734   19674   19674  

100-Days-Of-ML-Code

100-Days-Of-ML-Code中文版

5293   19310   19310  

mediapipe

Cross-platform, customizable ML solutions for live and streaming media...

4038   19206   19206  

Paddle

PArallel Distributed Deep LEarning: Machine Learning Framework from In...

4754   19096   19096  

shap

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

2686   17818   17818