Repository Index

🧠 Train a 64M-parameter LLM from scratch in just 2h!

• artificial-intelligence
• large-language-model

How to create an OS from scratch

🛠️⚡ Step-by-step tutorial to build a modern JavaScript stack.

• tutorial
• stack
• javascript
• react

Translated7 days golang programs from scratch (web framework Gee, distributed cache GeeCache, object relational mapping ORM framework GeeORM, rpc framework GeeRPC etc) A series on writing/implementing things from scratch in 7 days with Go

• learning
• starter-project
• golang
• scratch

llama3 implementation one matrix multiplication at a time

A straightforward method for training your LLM, from downloading data to generating text.

• gemini
• large-language-models
• llm
• openai

Writing a sqlite clone from scratch in C

• database

👀 Train a 65M-parameter VLM from scratch in just 2h!

• artificial-intelligence
• chatgpt
• vision-language-model

Video+code lecture on building nanoGPT from scratch

Demystify AI agents by building them yourself. Local LLMs, no black boxes, real understanding of function calling, memory, and ReAct patterns.

• ai-agents
• educational
• function-calling
• llm

An in-depth machine learning tutorial introducing readers to a whole machine learning pipeline from scratch.

• machine-learning
• deep-learning
• neural-networks
• tutorial

A guide to writing a DNS Server from scratch in Rust

• rust
• dns
• udp
• tcp

TranslatedNeeding only a Python foundation, build large language models from scratch; build GLM4\Llama3\RWKV6 step by step from scratch, to gain a deep understanding of how large models work

• glm
• llama
• llm
• rwkv

CDN Up and Running - Building a CDN from Scratch to Learn about CDN, Nginx, Lua, Prometheus, Grafana, Load balancing, and Containers.

• nginx
• cdn
• tutorial
• lua

0 - 1 learn OpenClaw: sections to build an claw-AI agent from scratch

Build your own Claude Code from scratch. 🔍 Claude Code 开源了 50 万行代码，读不动？用 ~5000 行 TypeScript / Python 从零复现核心架构，11 章分步教程带你理解 coding agent 精髓

• ai
• ai-agent
• anthropic
• build-from-scratch

Source code of a multiple series of tutorials about the hypervisor. Available at: https://rayanfam.com/tutorials

• hypervisor
• ept
• hidden-hook
• tutorial

Build an email assistant with human-in-the-loop and memory

• agents
• memory

ML from scratch

• machine-learning

Implementing a Neural Network from Scratch

This repository helps you learn Python and Machine Learning from scratch.

• python
• jupyter-notebook
• pandas-dataframe
• numpy

Accompanying code for Paperspace tutorial series "How to Implement YOLO v3 Object Detector from Scratch"

• pytorch-tutorial
• pytorch-implmention
• object-detection
• yolo

哈喽！龙虾 🙋‍♀️ Adopt from scratch and build your first claw 🦞 来领养你的第一只龙虾！

• ai
• assistant
• llm
• openclaw

Let's write an OS which can run on RISC-V in Rust from scratch!

• rust
• risc-v
• rcore
• operating-system