donnydongchen

tab-transformer-pytorch

Implementation of TabTransformer, attention network for tabular data, in Pytorch

build-your-own-x

Master programming by recreating your favorite technologies from scratch.

LLM101n

LLM101n: Let's build a Storyteller

vision-agent

Vision agent

web-intents-for-llms

ManimML

ManimML is a project focused on providing animations and visualizations of common machine learning concepts with the Manim Community Library.

bloop

bloop is a fast code search engine written in Rust.

promptulate

🚀Large language model automation and Autonomous Language Agents development framework. Build your LLM Agent Application in a pythonic way!

screenshot-to-code

Drop in a screenshot and convert it to clean code (HTML/Tailwind/React/Vue)

LLMs-from-scratch

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

llama3-from-scratch

llama3 implementation one matrix multiplication at a time

farfalle

🔍 AI search engine - self-host with local or cloud LLMs

gpt_academic

为GPT/GLM等LLM大语言模型提供实用化交互接口，特别优化论文阅读/润色/写作体验，模块化设计，支持自定义快捷按钮&函数插件，支持Python和C++等项目剖析&自译解功能，PDF/LaTex论文翻译&总结功能，支持并行问询多种LLM模型，支持chatglm3等本地模型。接入通义千问, deepseekcoder, 讯飞星火, 文心一言, llama2, rwkv, claude2, moss等。

llm-answer-engine

Build a Perplexity-Inspired Answer Engine Using Next.js, Groq, Llama-3, Langchain, OpenAI, Upstash, Brave & Serper

awesome-open-source-games

Collection of Games that have the source code available on GitHub

trieve

All-in-one infrastructure for building search, recommendations, and RAG. Trieve combines search language models with tools for tuning ranking and relevance.

ComfyUI-IC-Light-Native

ComfyUI native implementation of IC-Light

machine-learning-systems-design

A booklet on machine learning systems design with exercises. NOT the repo for the book "Designing Machine Learning Systems"

machine-learning-interview

Machine Learning Interviews from FAANG, Snapchat, LinkedIn. I have offers from Snapchat, Coupang, Stitchfix etc. Blog: mlengineer.io.

100-Days-Of-ML-Code

100 Days of ML Coding

machine-learning-cheat-sheet

Classical equations and diagrams in machine learning

system-design-primer

Learn how to design large-scale systems. Prep for the system design interview. Includes Anki flashcards.

Python

All Algorithms implemented in Python

StoryDiffusion

Create Magic Story!

openai-assistants-quickstart

OpenAI Assistants API quickstart with Next.js.

prompt-collection-quickstart

docker-phobia

Analyze Docker images size

anime.gf

Local & Open Source Alternative to CharacterAI

create-llama

The easiest way to get started with LlamaIndex

llm-transparency-tool

LLM Transparency Tool (LLM-TT), an open-source interactive toolkit for analyzing internal workings of Transformer-based language models. *Check out demo at* https://huggingface.co/spaces/facebook/llm-transparency-tool-demo