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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netdata

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

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ML-For-Beginners

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

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cs-video-courses

List of Computer Science courses with video lectures.

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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...

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tesseract

Tesseract Open Source OCR Engine (main repository)

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keras

Deep Learning for humans

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scikit-learn

scikit-learn: machine learning in Python

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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...

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faceswap

Deepfakes Software For All

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yolov5

YOLOv5 🚀 in PyTorch > ONNX > CoreML > TFLite

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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)

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ultralytics

Ultralytics YOLO11 🚀

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OpenBB

Investment Research for Everyone, Everywhere.

3574   40054   40054  

airflow

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

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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...

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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...

6190   36383   36383  

google-research

Google Research

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caffe

Caffe: a fast open framework for deep learning.

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Coursera-ML-AndrewNg-Notes

吴恩达老师的机器学习课程个人笔记

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openpose

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

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C-Plus-Plus

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

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spaCy

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

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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

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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...

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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...

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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...

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supervision

We write your reusable computer vision tools. 💜

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