lyogavin / airllm

AirLLM 2.8T LLM inference with single 4GB GPU

jackfrued / Python-100-Days

Python - 100天从新手到大师

HandsOnLLM / Hands-On-Large-Language-Models

Official code repo for the O'Reilly Book - "Hands-On Large Language Models"

anthropics / prompt-eng-interactive-tutorial

Anthropic's Interactive Prompt Engineering Tutorial

chiphuyen / aie-book

[WIP] Resources for AI engineers. Also contains supporting materials for the book AI Engineering (Chip Huyen, 2025)

AI4Finance-Foundation / FinRL

FinRL®: Financial Reinforcement Learning. 🔥

mrdbourke / zero-to-mastery-ml

All course materials for the Zero to Mastery Machine Learning and Data Science course.

UFund-Me / Qbot

[🔥updating ...] AI 自动量化交易机器人(完全本地部署) AI-powered Quantitative Investment Research Platform. 📃 online docs: https://ufund-me.github.io/Qbot ✨ :news: qbot-mini: https://github.com/Charmve/iQuant

NirDiamant / RAG_Techniques

This repository showcases various advanced techniques for Retrieval-Augmented Generation (RAG) systems. Each technique has a detailed notebook tutorial.

alirezadir / AIMLInterviews

A Comprehensive Guide for Generative AI, Agentic AI, Multimodal AI, Physical AI Interviews. Proven Formula for multiple FAANG offers and more

google-research / google-research

Google Research

facebookresearch / segment-anything

The repository provides code for running inference with the SegmentAnything Model (SAM), links for downloading the trained model checkpoints, and example notebooks that show how to use the model.

SakanaAI / AI-Scientist

The AI Scientist: Towards Fully Automated Open-Ended Scientific Discovery 🧑‍🔬

Liquid4All / cookbook

Examples, end-2-end tutorials and apps built using Liquid AI Foundational Models (LFM) and the LEAP SDK

facebookresearch / audiocraft

Audiocraft is a library for audio processing and generation with deep learning. It features the state-of-the-art EnCodec audio compressor / tokenizer, along with MusicGen, a simple and controllable music generation LM with textual and melodic conditioning.

CompVis / stable-diffusion

A latent text-to-image diffusion model

ed-donner / llm_engineering

Repo to accompany my mastering LLM engineering course

NVIDIA / accelerated-computing-hub

NVIDIA curated collection of educational resources related to general purpose GPU programming.

pyannote / pyannote-audio

Neural building blocks for speaker diarization: speech activity detection, speaker change detection, overlapped speech detection, speaker embedding

NVIDIA-NeMo / Nemotron

Developer Asset Hub for NVIDIA Nemotron — A one-stop resource for training recipes, usage cookbooks, datasets, and full end-to-end reference examples to build with Nemotron models

ajcr / 100-pandas-puzzles

100 data puzzles for pandas, ranging from short and simple to super tricky (60% complete)

microsoft / ML-For-Beginners

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

openai / openai-cookbook

Examples and guides for using the OpenAI API

microsoft / AI-For-Beginners

12 Weeks, 24 Lessons, AI for All!

DataTalksClub / data-engineering-zoomcamp

Data Engineering Zoomcamp is a free 9-week course on building production-ready data pipelines. Join the course here 👇🏼

shap / shap

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

fastai / fastbook

The fastai book, published as Jupyter Notebooks

NirDiamant / agents-towards-production

End-to-end, code-first tutorials for building production-grade GenAI agents. From prototype to enterprise deployment.

AI4Finance-Foundation / FinGPT

FinGPT: Open-Source Financial Large Language Models! Revolutionize 🔥 We release the trained model on HuggingFace.

QwenLM / Qwen3-VL

Qwen3-VL is the multimodal large language model series developed by Qwen team, Alibaba Cloud.

facebookresearch / sam2

The repository provides code for running inference with the Meta Segment Anything Model 2 (SAM 2), links for downloading the trained model checkpoints, and example notebooks that show how to use the model.

xiaolai / the-craft-of-selfteaching

One has no future if one couldn't teach themself.

microsoft / mcp-for-beginners

This open-source curriculum introduces the fundamentals of Model Context Protocol (MCP) through real-world, cross-language examples in .NET, Java, TypeScript, JavaScript, Rust and Python. Designed for developers, it focuses on practical techniques for building modular, scalable, and secure AI workflows from session setup to service orchestration.

fivethirtyeight / data

Data and code behind the articles and graphics at FiveThirtyEight

DataTalksClub / machine-learning-zoomcamp

Learn ML engineering for free in 4 months! Register here 👇🏼

jupyter / notebook

Jupyter Interactive Notebook

facebookresearch / dinov3

Reference PyTorch implementation and models for DINOv3

udlbook / udlbook

Understanding Deep Learning - Simon J.D. Prince

gepa-ai / gepa

Optimize prompts, code, and more with AI-powered Reflective Optimization

hugo2046 / QuantsPlaybook

量化研究-券商金工研报复现

higgsfield-ai / higgsfield

Fault-tolerant, highly scalable GPU orchestration, and a machine learning framework designed for training models with billions to trillions of parameters

google-gemma / cookbook

A collection of guides and examples for the Gemma open models from Google.

langchain-ai / langchain-academy

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Lifelong-Robot-Learning / LIBERO

Benchmarking Knowledge Transfer in Lifelong Robot Learning

microsoft / Dynamics-365-FastTrack-Implementation-Assets

Dynamics 365 FastTrack Implementation guides