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

88656   175953   175953  

transformers

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

21305   106636   106636  

pytorch

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

18776   68571   68571  

keras

Deep Learning for humans

19372   58748   58748  

cs-video-courses

List of Computer Science courses with video lectures.

8075   57218   57218  

scikit-learn

scikit-learn: machine learning in Python

24423   55000   55000  

ML-For-Beginners

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

10591   50824   50824  

tesseract

Tesseract Open Source OCR Engine (main repository)

8431   49815   49815  

face_recognition

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

13001   48732   48732  

awesome-scalability

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

5109   45801   45801  

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多个国家...

9267   44920   44920  

faceswap

Deepfakes Software For All

12181   44068   44068  

TensorFlow-Examples

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

15142   42826   42826  

julia

The Julia Programming Language

5179   42217   42217  

100-Days-Of-ML-Code

100 Days of ML Coding

10119   41177   41177  

yolov5

YOLOv5 🚀 in PyTorch > ONNX > CoreML > TFLite

14217   39889   39889  

DeepFaceLab

DeepFaceLab is the leading software for creating deepfakes.

8515   38060   38060  

Open-Assistant

OpenAssistant is a chat-based assistant that understands tasks, can in...

3020   34281   34281  

Made-With-ML

Learn how to responsibly develop, deploy and maintain production machi...

5477   33501   33501  

caffe

Caffe: a fast open framework for deep learning.

18974   33197   33197  

google-research

Google Research

6944   28006   28006  

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  

openpose

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

7629   27450   27450  

Coursera-ML-AndrewNg-Notes

吴恩达老师的机器学习课程个人笔记

10052   27259   27259  

machine-learning-for-software-engineers

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

6129   26677   26677  

spaCy

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

4180   26575   26575  

ray

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

4572   26496   26496  

streamlit

Streamlit — A faster way to build and share data apps.

2275   25830   25830  

data-science-ipython-notebooks

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

7620   25287   25287  

photoprism

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

1423   25231   25231  

handson-ml

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

13045   25030   25030  

C-Plus-Plus

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

6355   24834   24834  

AI-Expert-Roadmap

Roadmap to becoming an Artificial Intelligence Expert in 2022

2134   24466   24466  

awesome-deep-learning-papers

The most cited deep learning papers

4503   24338   24338  

fastai

The fastai deep learning library

7411   24143   24143  

xgboost

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

8570   23971   23971  

lightning

Deep learning framework to train, deploy, and ship AI products Lightni...

2953   23956   23956  

applied-ml

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

3324   23895   23895  

netron

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

2511   23348   23348  

OpenBBTerminal

Investment Research for Everyone, Everywhere.

2231   22729   22729  

mediapipe

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

4642   22528   22528  

ML-From-Scratch

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

4337   22008   22008  

WaveFunctionCollapse

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

1158   21531   21531  

homemade-machine-learning

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

3924   21492   21492  

NLP-progress

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

3556   21465   21465  

DeepSpeech

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

3678   21413   21413  

awesome-datascience

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

5463   21362   21362  

pumpkin-book

《机器学习》（西瓜书）公式详解

4590   21240   21240  

Paddle

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

5229   20560   20560  

awesome-deep-learning

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

5796   20491   20491