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人工智能、机器学习、深度学习与大模型相关项目

1659 个源码项目

awesome-datascience

:memo: An awesome Data Science repository to learn and apply for real world problems.

28,8476,457MIT

Probabilistic-Programming-and-Bayesian-Methods-for-Hackers

aka "Bayesian Methods for Hackers": An introduction to Bayesian methods + probabilistic programming with a computation/understanding-first, mathematics-second point of view. All in pure Python ;)

28,2067,928Jupyter NotebookMIT

waifu2x

Image Super-Resolution for Anime-Style Art

28,1812,695LuaMIT

label-studio

Label Studio is a multi-type data labeling and annotation tool with standardized output format

27,0913,499TypeScriptApache-2.0

Awesome-LLM

Awesome-LLM: a curated list of Large Language Model

26,6732,459CC0-1.0

discord.js

A powerful JavaScript library for interacting with the Discord API

26,6694,075TypeScriptApache-2.0

darknet

Convolutional Neural Networks

26,44921,134CNOASSERTION

Detectron

FAIR's research platform for object detection research, implementing popular algorithms like Mask R-CNN and RetinaNet.

26,3895,397PythonApache-2.0

awesome-quant

A curated list of insanely awesome libraries, packages and resources for Quants (Quantitative Finance)

25,7223,424HTML

handson-ml

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

25,69112,829Jupyter NotebookApache-2.0

shap

A game theoretic approach to explain the output of any machine learning model.

25,3363,674Jupyter NotebookMIT

haystack

Open-source AI orchestration framework for building context-engineered, production-ready LLM applications. Design modular pipelines and agent workflows with explicit control over retrieval, routing, memory, and generation. Built for scalable agents, RAG, multimodal applications, semantic search, and conversational systems.

24,9362,728MDXApache-2.0

llm-action

本项目旨在分享大模型相关技术原理以及实战经验(大模型工程化、大模型应用落地)

24,0762,770HTMLApache-2.0

llm-cookbook

面向开发者的 LLM 入门教程,吴恩达大模型系列课程中文版

23,8532,878Jupyter Notebook

Paddle

PArallel Distributed Deep LEarning: Machine Learning Framework from Industrial Practice (『飞桨』核心框架,深度学习&机器学习高性能单机、分布式训练和跨平台部署)

23,8415,985C++Apache-2.0

ai

The AI Toolkit for TypeScript. From the creators of Next.js, the AI SDK is a free open-source library for building AI-powered applications and agents

23,6934,246TypeScriptNOASSERTION

pandas-ai

Chat with your database or your datalake (SQL, CSV, parquet). PandasAI makes data analysis conversational using LLMs and RAG.

23,4752,302PythonNOASSERTION

deepface

A Lightweight Face Recognition and Facial Attribute Analysis (Age, Gender, Emotion and Race) Library for Python

22,5993,064PythonMIT

mlc-llm

Universal LLM Deployment Engine with ML Compilation

22,5012,014PythonApache-2.0

faster-whisper

Faster Whisper transcription with CTranslate2

22,3261,813PythonMIT

babyagi

暂无描述

22,2362,849Python

recommenders

Best Practices on Recommendation Systems

21,6493,315PythonMIT

whisperX

WhisperX: Automatic Speech Recognition with Word-level Timestamps (& Diarization)

21,4252,229PythonBSD-2-Clause

backtrader

Python Backtesting library for trading strategies

21,2155,037PythonGPL-3.0

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