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

74628   189055   189055  

transformers

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

28538   142433   142433  

pytorch

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

23783   88643   88643  

netdata

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

6072   74810   74810  

ML-For-Beginners

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

15375   71698   71698  

cs-video-courses

List of Computer Science courses with video lectures.

9262   68452   68452  

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...

11514   68083   68083  

tesseract

Tesseract Open Source OCR Engine (main repository)

9790   65894   65894  

keras

Deep Learning for humans

19563   62836   62836  

scikit-learn

scikit-learn: machine learning in Python

25739   61648   61648  

awesome-scalability

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

6209   61287   61287  

annotated_deep_learning_paper_implementations

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

6042   59720   59720  

face_recognition

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

13585   54492   54492  

faceswap

Deepfakes Software For All

13363   53615   53615  

yolov5

YOLOv5 🚀 in PyTorch > ONNX > CoreML > TFLite

16797   53272   53272  

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

10848   46873   46873  

julia

The Julia Programming Language

5563   46711   46711  

TensorFlow-Examples

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

14912   43589   43589  

ultralytics

Ultralytics YOLO11 🚀

8137   41885   41885  

OpenBB

Investment Research for Everyone, Everywhere.

3574   40054   40054  

airflow

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

14844   39471   39471  

streamlit

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

3366   38609   38609  

gradio

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

2943   38585   38585  

Made-With-ML

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

6078   38362   38362  

DeepSpeed

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

4329   37755   37755  

photoprism

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

2090   37613   37613  

Open-Assistant

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

3266   37285   37285  

AI-For-Beginners

12 Weeks, 24 Lessons, AI for All!

6676   36817   36817  

ray

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

6190   36383   36383  

google-research

Google Research

8054   35276   35276  

caffe

Caffe: a fast open framework for deep learning.

18642   34289   34289  

Coursera-ML-AndrewNg-Notes

吴恩达老师的机器学习课程个人笔记

10825   33496   33496  

openpose

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

7975   32626   32626  

C-Plus-Plus

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

7342   31564   31564  

spaCy

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

4488   31316   31316  

netron

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

2876   29830   29830  

AI-Expert-Roadmap

Roadmap to becoming an Artificial Intelligence Expert in 2022

2520   29728   29728  

mediapipe

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

5323   29477   29477  

pytorch-lightning

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

3469   29238   29238  

machine-learning-for-software-engineers

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

6224   28410   28410  

CLIP

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

3526   28269   28269  

paperless-ngx

A community-supported supercharged version of paperless: scan, index a...

1651   28173   28173  

data-science-ipython-notebooks

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

7949   28059   28059  

DeepFaceLive

Real-time face swap for PC streaming or video calls

399   27959   27959  

applied-ml

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

3739   27867   27867  

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  

fastai

The fastai deep learning library

7591   26830   26830  

xgboost

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

8761   26786   26786  

supervision

We write your reusable computer vision tools. 💜

1994   26407   26407