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.

clip-as-service

🏄 Scalable embedding, reasoning, ranking for images and sentences wit...

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MNN

MNN is a blazing fast, lightweight deep learning framework, battle-tes...

2022   12679   12679  

deep-learning-drizzle

Drench yourself in Deep Learning, Reinforcement Learning, Machine Lear...

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Open3D

Open3D: A Modern Library for 3D Data Processing

2455   12598   12598  

tvm

Open deep learning compiler stack for cpu, gpu and specialized acceler...

3646   12563   12563  

CVPR2024-Paper-Code-Interpretation

cvpr2024/cvpr2023/cvpr2022/cvpr2021/cvpr2020/cvpr2019/cvpr2018/cvpr201...

2276   12507   12507  

Qbot

[🔥updating ...] AI 自动量化交易机器人(完全本地部署) AI-powered Quanti...

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nsfw_data_scraper

Collection of scripts to aggregate image data for the purposes of trai...

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tutorials

机器学习相关教程

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CV

✔（已完结）最全面的 深度学习 笔记【土堆 Pytorch】【李沐 动手学深度学习...

1484   12425   12425  

fashion-mnist

A MNIST-like fashion product database. Benchmark :point_down:

3067   12379   12379  

python-machine-learning-book

The "Python Machine Learning (1st edition)" book code repository and...

4413   12377   12377  

unstructured

Convert documents to structured data effortlessly. Unstructured is ope...

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ggml

Tensor library for machine learning

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awesome-artificial-intelligence

A curated list of Artificial Intelligence (AI) courses, books, video l...

2005   12108   12108  

marimo

A reactive notebook for Python — run reproducible experiments, query w...

468   12081   12081  

pytorch-grad-cam

Advanced AI Explainability for computer vision. Support for CNNs, Vis...

1652   11999   11999  

mlops-zoomcamp

Free MLOps course from DataTalks.Club

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optuna

A hyperparameter optimization framework

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Awesome-Diffusion-Models

A collection of resources and papers on Diffusion Models

971   11610   11610  

nmap

Nmap - the Network Mapper. Github mirror of official SVN repository.

2612   11576   11576  

ludwig

Low-code framework for building custom LLMs, neural networks, and othe...

1219   11555   11555  

Ai-Learn

人工智能学习路线图，整理近200个实战案例与项目，免费提供配套教材，零基...

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machine-learning-interview

Machine Learning Interviews from FAANG, Snapchat, LinkedIn. I have off...

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turicreate

Turi Create simplifies the development of custom machine learning mode...

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Book-Mathematical-Foundation-of-Reinforcement-Learning

This is the homepage of a new book entitled "Mathematical Foundations...

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ML-Papers-of-the-Week

🔥Highlighting the top ML papers every week.

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dive-into-machine-learning

Free ways to dive into machine learning with Python and Jupyter Notebo...

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MLAlgorithms

Minimal and clean examples of machine learning algorithms implementati...

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GPU-Puzzles

Solve puzzles. Learn CUDA.

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txtai

💡 All-in-one open-source embeddings database for semantic search, LLM...

677   10673   10673  

kornia

🐍 Geometric Computer Vision Library for Spatial AI

1041   10651   10651  

amazon-sagemaker-examples

Example 📓 Jupyter notebooks that demonstrate how to build, train, and...

6915   10651   10651  

numerical-linear-algebra

Free online textbook of Jupyter notebooks for fast.ai Computational Li...

2662   10555   10555  

nerfstudio

A collaboration friendly studio for NeRFs

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yolov3

YOLOv3 in PyTorch > ONNX > CoreML > TFLite

3457   10430   10430  

caire

Content aware image resize library

382   10424   10424  

stanford-tensorflow-tutorials

This repository contains code examples for the Stanford's course: Tens...

4289   10366   10366  

mit-deep-learning

Tutorials, assignments, and competitions for MIT Deep Learning related...

2216   10332   10332  

stable-baselines3

PyTorch version of Stable Baselines, reliable implementations of reinf...

1812   10291   10291  

kedro

Kedro is a toolbox for production-ready data science. It uses software...

937   10250   10250  

doccano

Open source annotation tool for machine learning practitioners.

1809   10206   10206  

wandb

The AI developer platform. Use Weights & Biases to train and fine-tune...

763   10181   10181  

mlcourse.ai

Open Machine Learning Course

5697   10061   10061  

3D-Machine-Learning

A resource repository for 3D machine learning

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tpot

A Python Automated Machine Learning tool that optimizes machine learni...

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sonnet

TensorFlow-based neural network library

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fiftyone

Refine high-quality datasets and visual AI models

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petals

🌸 Run LLMs at home, BitTorrent-style. Fine-tuning and inference up to...

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computervision-recipes

Best Practices, code samples, and documentation for Computer Vision.

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