AI
๐ฅHighlighting the top ML papers every week.
Implement a ChatGPT-like LLM in PyTorch from scratch, step by step
A tiny scalar-valued autograd engine and a neural net library on top of it with PyTorch-like API
Deep Learning in Javascript. Train Convolutional Neural Networks (or ordinary ones) in your browser.
12 Weeks, 24 Lessons, AI for All!
This is a workshop designed for Amazon Bedrock a foundational model service.
Chat with your database or your datalake (SQL, CSV, parquet). PandasAI makes data analysis conversational using LLMs and RAG.
๐ค ๐๐ฒ๐ฎ๐ฟ๐ป for ๐ณ๐ฟ๐ฒ๐ฒ how to ๐ฏ๐๐ถ๐น๐ฑ an end-to-end ๐ฝ๐ฟ๐ผ๐ฑ๐๐ฐ๐๐ถ๐ผ๐ป-๐ฟ๐ฒ๐ฎ๐ฑ๐ ๐๐๐ & ๐ฅ๐๐ ๐๐๐๐๐ฒ๐บ using ๐๐๐ ๐ข๐ฝ๐ best practices: ~ ๐ด๐ฐ๐ถ๐ณ๐ค๐ฆ ๐ค๐ฐ๐ฅ๐ฆ + 12 ๐ฉ๐ข๐ฏ๐ฅ๐ด-๐ฐ๐ฏ ๐ญ๐ฆ๐ด๐ด๐ฐ๐ฏ๐ด
Autonomous coding agent right in your IDE, capable of creating/editing files, executing commands, using the browser, and more with your permission every step of the way.
A modular graph-based Retrieval-Augmented Generation (RAG) system
Source code for Algorithmic Trading with Python (2020) by Chris Conlan
๐ค smolagents: a barebones library for agents that think in code.
Your AI second brain. Self-hostable. Get answers from the web or your docs. Build custom agents, schedule automations, do deep research. Turn any online or local LLM into your personal, autonomous โฆ
Notes from the Latent Space paper club. Follow along or start your own!
A Model Context Protocol Server connector for Perplexity API, to enable web search without leaving the MCP ecosystem.
Build Real-Time Knowledge Graphs for AI Agents
c/ua is the Docker Container for Computer-Use AI Agents.