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, Tensor...

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pytorch

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

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ML-For-Beginners

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

15160   71262   71262  

cs-video-courses

List of Computer Science courses with video lectures.

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awesome-scalability

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

6163   60697   60697  

keras

Deep Learning for humans

19372   58748   58748  

scikit-learn

scikit-learn: machine learning in Python

24423   55000   55000  

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  

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

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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

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yolov5

YOLOv5 🚀 in PyTorch > ONNX > CoreML > TFLite

14217   39889   39889  

DeepFaceLab

DeepFaceLab is the leading software for creating deepfakes.

8515   38060   38060  

OpenBB

Investment Research for Everyone, Everywhere.

3317   36591   36591  

AI-For-Beginners

12 Weeks, 24 Lessons, AI for All!

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ray

Ray is an AI compute engine. Ray consists of a core distributed runtim...

6060   35767   35767  

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  

C-Plus-Plus

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

7324   31313   31313  

spaCy

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

4453   31043   31043  

AI-Expert-Roadmap

Roadmap to becoming an Artificial Intelligence Expert in 2022

2521   29599   29599  

netron

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

2853   29509   29509  

pytorch-lightning

Pretrain, finetune ANY AI model of ANY size on multiple GPUs, TPUs wit...

3443   29069   29069  

machine-learning-for-software-engineers

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

6223   28381   28381  

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  

streamlit

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

2275   25830   25830  

handson-ml

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

12896   25297   25297  

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  

awesome-deep-learning

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

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awesome-deep-learning-papers

The most cited deep learning papers

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fastai

The fastai deep learning library

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xgboost

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

8570   23971   23971  

applied-ml

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

3324   23895   23895  

mediapipe

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

4642   22528   22528  

Paddle

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

5673   22518   22518  

500-AI-Machine-learning-Deep-learning-Computer-vision-NLP-Projects-with-code

500 AI Machine learning Deep learning Computer vision NLP Projects wit...

5453   22349   22349  

qdrant

Qdrant - High-performance, massive-scale Vector Database and Vector Se...

1514   22184   22184  

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 interac...

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NLP-progress

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

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