Repository Index

Translated[Lumina Embodied AI Community] Embodied AI technology guide Embodied-AI-Guide

• embodied-ai
• guide
• tutorial
• robotics

:satellite: Simple and ready-to-use tutorials for TensorFlow

• tensorflow
• python
• deep-learning
• deep-learning-tutorial

TranslatedLlama Chinese community: compiles the latest Llama learning materials in real time and builds the best open-source ecosystem of Chinese Llama large models, fully open source and commercially usable

• llama
• llm
• pretraining
• agent

TranslatedThis project is a tutorial on developing large model applications, aimed at beginner developers. Read it online at: https://datawhalechina.github.io/llm-universe/

• langchain
• rag

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

• airdrop
• auction
• blockchain
• dapp

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.

Translated:books: This repository is a summary of the technical learning journey of the author, Xiao Fuge (小傅哥), from many years of working in front-line internet Java development. It aims to give everyone a clear and detailed learning tutorial, with a focus on writing about core Java content. If this repository helps you, please show your support (follow, like, share)!

• java
• javafx
• spring
• mybaits

TranslatedPython open-source project "The Road to Self-Taught Programming", with step-by-step tutorials for beginners: AI Lab, treasure videos, data structures, study guides, hands-on machine learning, hands-on deep learning, web crawlers, big-company interview experiences, programmer life, resource sharing.

• python3
• pytorch
• deeplearning
• deep-learning

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

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

TranslatedStarting from 0, master the basic process of doing research and writing papers.

• ai-research
• awesome
• awesome-list
• phd

:dolphin: A comprehensive tutorial on getting started with Docker!

• docker
• tutorials
• cloud-computing
• microservices

In this noteboook I will create a complete process for predicting stock price movements. Follow along and we will achieve some pretty good results. For that purpose we will use a Generative Adversarial Network (GAN) with LSTM, a type of Recurrent Neural Network, as generator, and a Convolutional Neural Network, CNN, as a discriminator. We use LSTM for the obvious reason that we are trying to predict time series data. Why we use GAN and specifically CNN as a discriminator? That is a good question: there are special sections on that later.

Claude Code Guide - Setup, Commands, workflows, agents, skills & tips-n-tricks from beginner to power user!

• ai
• ai-agent
• ai-agent-tools
• claude

:earth_americas: machine learning tutorials (mainly in Python3)

• machine-learning
• data-science
• jupyter-notebook
• python3

Quantitative analysis, strategies and backtests

• quantitative-finance
• quantitative-trading
• portfolio-management
• risk-management

A collection of succinct guides - Public Domain

Guidelines and training material to write secure smart contracts

Malware samples, analysis exercises and other interesting resources.

• malware-samples
• trickbot
• pcaps
• lokibot

TranslatedFull-stack learning roadmap and Chinese tutorials for large language models (LLM)🔥: covers Prompt Engineering, RAG, AI Agent, MCP, fine-tuning, model deployment, Transformer, AI programming, and interviews at major tech companies, from beginner level to production practice.

• agent
• large-language-models
• llm
• llm-learning

TranslatedGuide to a high-value life, overseas edition: high-value study abroad. Scholarships for studying abroad, tuition-free study, full government scholarships, paid PhDs, and in Germany and Japan people pay you to learn a trade, with scholarships for the US, Canada and Australia in their own section. It's not you paying to study abroad, it's you getting paid to study abroad. 71 entries, citing only official sources. Follow the author: WeChat Channels (视频号) Becky在地球村 (Becky in the Global Village)

• australia
• canada
• chinese
• csc

Avoid The One-off Problem, Infinite Loops, Statefulness and Hidden intent.

• tail-recursion
• loops
• higher-order-function
• fp

TeachOpenCADD: a teaching platform for computer-aided drug design (CADD) using open source packages and data

It's a Swift playground explaining how to create a tiny programming language named Mu