Repository Index

Bash is all you need - A nano claude code–like 「agent harness」, built from 0 to 1

• agent
• claude-code
• teaching
• agent-development

🧑‍🏫 60+ Implementations/tutorials of deep learning papers with side-by-side notes 📝; including transformers (original, xl, switch, feedback, vit, ...), optimizers (adam, adabelief, sophia, ...), gans(cyclegan, stylegan2, ...), 🎮 reinforcement learning (ppo, dqn), capsnet, distillation, ... 🧠

• deep-learning
• deep-learning-tutorial
• pytorch
• gan

A collection of notebooks/recipes showcasing some fun and effective ways of using Claude.

TranslatedAiLearning: Data Analysis + Machine Learning in Action + Linear Algebra + PyTorch + NLTK + TF2

• fp-growth
• apriori
• mahchine-leaning
• naivebayes

In-depth tutorials on LLMs, RAGs and real-world AI agent applications.

• agents
• ai
• llms
• machine-learning

🤪 A list of funny and tricky JavaScript examples

• javascript
• specification
• handbook
• notes

An interactive git visualization and tutorial. Aspiring students of git can use this app to educate and challenge themselves towards mastery of git!

A playbook for systematically maximizing the performance of deep learning models.

This repository showcases various advanced techniques for Retrieval-Augmented Generation (RAG) systems. Each technique has a detailed notebook tutorial.

• rag
• tutorials
• langchain
• llama-index

Data science Python notebooks: Deep learning (TensorFlow, Theano, Caffe, Keras), scikit-learn, Kaggle, big data (Spark, Hadoop MapReduce, HDFS), matplotlib, pandas, NumPy, SciPy, Python essentials, AWS, and various command lines.

• python
• machine-learning
• deep-learning
• data-science

Setup instructions for Le Wagon's students on their first day of AI Software Development Bootcamp

• setup
• ruby

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

TranslatedBig Data Beginner's Guide :star:

• hadoop
• hdfs
• yarn
• mapreduce

A collection of projects showcasing RAG, agents, workflows, and other AI use cases

• agents
• ai
• llm
• mcp

llama3 implementation one matrix multiplication at a time

TranslatedWTF Solidity minimalist introductory tutorial, for beginners. Now supports English! Official website: https://wtf.academy

• airdrop
• auction
• blockchain
• dapp

Learning operating system development using Linux kernel and Raspberry Pi

• raspberry-pi
• linux-kernel
• osdev
• arm

A Compiler Writing Journey

• compiler
• lexical-analysis
• parsing
• c

Community guide to using YubiKey for GnuPG and SSH - protect secrets with hardware crypto.

• yubikey
• gpg
• gnupg
• ssh

PyTorch tutorials and fun projects including neural talk, neural style, poem writing, anime generation (《深度学习框架PyTorch：入门与实战》)

• pytorch
• pytorch-tutorials
• pytorch-tutorials-cn
• deep-learning

Pocket Flow: Codebase to Tutorial

• coding
• large-language-model
• large-language-models
• llm

Crack WPA/WPA2 Wi-Fi Routers with Airodump-ng and Aircrack-ng/Hashcat

• wifi
• wpa2-cracking
• aircrack-ng
• hashcat

An educational resource to help anyone learn deep reinforcement learning.

This guide details creating a secure Linux production system. OpenSCAP (C2S/CIS, STIG).

• linux
• linux-hardening
• linux-security
• security