graceyuyushih

pytorch_geometric

Graph Neural Network Library for PyTorch

LLMs-from-scratch

Implementing a ChatGPT-like LLM in PyTorch from scratch, step by step

DALL-E

PyTorch package for the discrete VAE used for DALL·E.

PyTorch-VAE

A Collection of Variational Autoencoders (VAE) in PyTorch.

big_vision

Official codebase used to develop Vision Transformer, SigLIP, MLP-Mixer, LiT and more.

BayesianOptimization

A Python implementation of global optimization with gaussian processes.

awesome-generative-ai-guide

A one stop repository for generative AI research updates, interview resources, notebooks and much more!

LLM101n

LLM101n: Let's build a Storyteller

LLaVA

[NeurIPS'23 Oral] Visual Instruction Tuning (LLaVA) built towards GPT-4V level capabilities and beyond.

Awesome-Multimodal-Large-Language-Models

:sparkles::sparkles:Latest Advances on Multimodal Large Language Models

courses

Anthropic's educational courses

cs229-2018-autumn

All notes and materials for the CS229: Machine Learning course by Stanford University

MetaGPT

🌟 The Multi-Agent Framework: First AI Software Company, Towards Natural Language Programming

dify

Dify is an open-source LLM app development platform. Dify's intuitive interface combines AI workflow, RAG pipeline, agent capabilities, model management, observability features and more, letting you quickly go from prototype to production.

posthog

🦔 PostHog provides open-source product analytics, session recording, feature flagging and A/B testing that you can self-host.

awesome

😎 Awesome lists about all kinds of interesting topics

model_search

crewAI

Framework for orchestrating role-playing, autonomous AI agents. By fostering collaborative intelligence, CrewAI empowers agents to work together seamlessly, tackling complex tasks.

Book5_Essentials-of-Probability-and-Statistics

Book_5_《统计至简》 | 鸢尾花书：从加减乘除到机器学习；上架！

Book4_Power-of-Matrix

Book_4_《矩阵力量》 | 鸢尾花书：从加减乘除到机器学习；上架！

1806

18.06 course at MIT

gptoolbox

Matlab toolbox for Geometry Processing.

system-design-101

Explain complex systems using visuals and simple terms. Help you prepare for system design interviews.

Prompt-Engineering-Guide

🐙 Guides, papers, lecture, notebooks and resources for prompt engineering

dmls-book

Summaries and resources for Designing Machine Learning Systems book (Chip Huyen, O'Reilly 2022)

jina

☁️ Build multimodal AI applications with cloud-native stack

NTUST_EdgeAI_2023

mlops-templates

Azure MLOps (v2) solution accelerators. Enterprise ready templates to deploy your machine learning models on the Azure Platform.

TensorRT-LLM

TensorRT-LLM provides users with an easy-to-use Python API to define Large Language Models (LLMs) and build TensorRT engines that contain state-of-the-art optimizations to perform inference efficiently on NVIDIA GPUs. TensorRT-LLM also contains components to create Python and C++ runtimes that execute those TensorRT engines.

rust-course

“连续六年成为全世界最受喜爱的语言，无 GC 也无需手动内存管理、极高的性能和安全性、过程/OO/函数式编程、优秀的包管理、JS 未来基石" — 工作之余的第二语言来试试 Rust 吧。<<Rust语言圣经>>拥有全面且深入的讲解、生动贴切的示例、德芙般丝滑的内容，甚至还有JS程序员关注的 WASM 和 Deno 等专题。这可能是目前最用心的 Rust 中文学习教程 / Book