A single CLAUDE.md file to improve Claude Code behavior, derived from Andrej Karpathy's observations on LLM coding pitfalls.
Repository Index
47,133 repositories indexed
1–20 of 20 · Most stars
AI agents running research on single-GPU nanochat training automatically
Graphs that teach > graphs that impress. Turn any code into an interactive knowledge graph you can explore, search, and ask questions about. Works with Claude Code, Codex, Cursor, Copilot, Gemini CLI, and more.
- claude-code
- claude-skills
- understandcode
- codex
The simplest, fastest repository for training/finetuning medium-sized GPTs.
The best ChatGPT that $100 can buy.
LLM training in simple, raw C/CUDA
LLM Council works together to answer your hardest questions
Neural Networks: Zero to Hero
A minimal PyTorch re-implementation of the OpenAI GPT (Generative Pretrained Transformer) training
Inference Llama 2 in one file of pure C
A tiny scalar-valued autograd engine and a neural net library on top of it with PyTorch-like API
Multi-layer Recurrent Neural Networks (LSTM, GRU, RNN) for character-level language models in Torch
Deep Learning in Javascript. Train Convolutional Neural Networks (or ordinary ones) in your browser.
Minimal, clean code for the Byte Pair Encoding (BPE) algorithm commonly used in LLM tokenization.
NeuralTalk is a Python+numpy project for learning Multimodal Recurrent Neural Networks that describe images with sentences.
ATLAS by General Intelligence Capital — Self-improving AI trading agents using Karpathy-style autoresearch
TranslatedLLM teaching material for high school students: based on Karpathy's microgpt, for Google Colab
Karpathy-inspired coding-agent guidelines packaged for Claude Code, Codex, Cursor, Gemini, OpenCode, Aider, Copilot, OpenClaw, and any AGENTS.md or Agent Skills-compatible agent.
- agent-skills
- agents-md
- ai-agents
- ai-coding
The Karpathy LLM Wiki pattern, productionized. MCP server that gives Claude a librarian for your Obsidian vault — graph traversal, auto-wikilinks, trigram search.
- claude
- claude-code
- karpathy
- knowledge-graph
A Common Lisp port of @karpathy microgpt.py — the most atomicimplementation of a GPT with a hand-written scalar autograd engine.