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: the model-definition framework for state-of-the-art m...

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pytorch

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

24828   91993   91993  

netdata

The fastest path to AI-powered full stack observability, even for lean...

6137   75725   75725  

ML-For-Beginners

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

15375   71698   71698  

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70多个国家...

11797   71575   71575  

cs-video-courses

List of Computer Science courses with video lectures.

9375   69669   69669  

tesseract

Tesseract Open Source OCR Engine (main repository)

9790   65894   65894  

awesome-scalability

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

6608   65177   65177  

keras

Deep Learning for humans

19599   63263   63263  

annotated_deep_learning_paper_implementations

🧑‍🏫 60+ Implementations/tutorials of deep learning papers with side-...

6308   62252   62252  

scikit-learn

scikit-learn: machine learning in Python

25739   61648   61648  

yolov5

YOLOv5 🚀 in PyTorch > ONNX > CoreML > TFLite

17115   54870   54870  

face_recognition

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

13585   54492   54492  

faceswap

Deepfakes Software For All

13427   54341   54341  

llm-course

Course to get into Large Language Models (LLMs) with roadmaps and Cola...

5229   48919   48919  

100-Days-Of-ML-Code

100 Days of ML Coding

10989   47707   47707  

julia

The Julia Programming Language

5563   46711   46711  

ultralytics

Ultralytics YOLO 🚀

8574   43902   43902  

TensorFlow-Examples

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

14871   43675   43675  

Made-With-ML

Learn how to design, develop, deploy and iterate on production-grade M...

6507   41824   41824  

streamlit

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

3630   40724   40724  

OpenBB

Investment Research for Everyone, Everywhere.

3574   40054   40054  

DeepSpeed

DeepSpeed is a deep learning optimization library that makes distribut...

4497   39579   39579  

airflow

Apache Airflow - A platform to programmatically author, schedule, and...

14844   39471   39471  

AI-For-Beginners

12 Weeks, 24 Lessons, AI for All!

7562   39328   39328  

gradio

Build and share delightful machine learning apps, all in Python. 🌟 St...

3011   39309   39309  

ray

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

6665   38277   38277  

photoprism

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

2119   37977   37977  

Open-Assistant

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

3266   37285   37285  

google-research

Google Research

8054   35276   35276  

caffe

Caffe: a fast open framework for deep learning.

18623   34471   34471  

Coursera-ML-AndrewNg-Notes

吴恩达老师的机器学习课程个人笔记

10825   33496   33496  

supervision

We write your reusable computer vision tools. 💜

2632   32886   32886  

openpose

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

7992   32852   32852  

C-Plus-Plus

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

7499   32841   32841  

spaCy

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

4558   32152   32152  

netron

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

2962   31083   31083  

mediapipe

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

5473   30867   30867  

AI-Expert-Roadmap

Roadmap to becoming an Artificial Intelligence Expert in 2022

2528   30142   30142  

CLIP

CLIP (Contrastive Language-Image Pretraining), Predict the most relev...

3697   30079   30079  

pytorch-lightning

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

3550   29897   29897  

paperless-ngx

A community-supported supercharged document management system: scan, i...

1763   29497   29497  

machine-learning-for-software-engineers

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

6222   28548   28548  

data-science-ipython-notebooks

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

8020   28531   28531  

applied-ml

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

3781   28208   28208  

DeepFaceLive

Real-time face swap for PC streaming or video calls

399   27959   27959  

qlib

Qlib is an AI-oriented Quant investment platform that aims to use AI t...

4278   27749   27749  

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  

EasyOCR

Ready-to-use OCR with 80+ supported languages and all popular writing...

3419   27432   27432