Repository Index

Curated list of project-based tutorials

• tutorial
• project
• beginner-project
• webdevelopment

Learn AI Engineering! Learn it. Build it. Ship it for others.

• agents
• ai
• ai-agents
• ai-engineering

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

• artificial-intelligence
• large-language-model

Machine Learning From Scratch. Bare bones NumPy implementations of machine learning models and algorithms with a focus on accessibility. Aims to cover everything from linear regression to deep learning.

• machine-learning
• deep-learning
• deep-reinforcement-learning
• machine-learning-from-scratch

TranslatedA Python web scraping tutorial series, learning Python web scraping from 0 to 1, including browser packet capture and mobile APP packet capture with tools such as fiddler and mitmproxy, the use of the various modules involved in web scraping, such as requests, beautifulSoup, selenium, appium, scrapy, etc., as well as IP proxies, CAPTCHA recognition, using Mysql and MongoDB databases with Python, multi-threaded and multi-process scraping, reverse engineering and cracking of CSS scraping encryption, JS scraping reverse engineering, distributed scraping, practical scraping project examples, etc.

• python3
• python-script
• python-spider

📚 Playground and cheatsheet for learning Python. Collection of Python scripts that are split by topics and contain code examples with explanations.

• python
• python3
• learning
• programming-language

The OWASP Mobile Application Security Testing Guide (MASTG) is a comprehensive manual for mobile app security testing and reverse engineering. It describes technical processes for verifying the OWASP Mobile Security Weakness Enumeration (MASWE) weaknesses, which are in alignment with the OWASP MASVS.

• mobile-app
• pentesting
• android-application
• ios-app

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

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

Translated:orange_book: Chinese Xinhua Dictionary database. Includes xiehouyu (two-part allegorical sayings), idioms, words, and Chinese characters.

• data
• scraper
• chinese-traditional
• python3

An easy and fast way to create a Python GUI 🐍

• tkinter
• tkinter-gui
• tkinter-python
• tkinter-graphic-interface

code for Data Science From Scratch book

Ruta de estudio basada en ejercicios de código de la comunidad MoureDev para aprender y practicar lógica usando cualquier lenguaje de programación.

• javascript
• python
• c-sharp
• c-plus-plus

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

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

A multi-module course teaching everything you need to know about using GitHub Copilot as an AI Peer Programming resource.

• copilot
• csharp
• dotnet
• github

TranslatedThe essence edition of getting started with web crawlers in Python

• python
• zhihu
• captcha
• wechat

TranslatedSome scripts and improvement-idea code for object detection; see readme.md for details

A free, online learning platform to make quality education accessible for all.

• education
• interactive
• learning
• python

TranslatedThe most comprehensive game development technology map (Game Development Map). It helps game developers save time on known problems, so they can put more energy into more creative work.

• game-development
• unity3d
• 3d
• programming

TranslatedTop free VPN (ClashX & V2Ray proxy) with subscription links. [Free VPN, free ladder, free "scientific internet access", free subscription links, free nodes, curated selection, ClashX & V2Ray tutorials]

• clash
• clashx
• clash-for-windows
• free-node

Ejercicios de código semanales en 2023 de la comunidad MoureDev para practicar lógica en cualquier lenguaje de programación.

• challenges
• csharp
• go
• java

Video+code lecture on building nanoGPT from scratch

A PyTorch library for implementing flow matching algorithms, featuring continuous and discrete flow matching implementations. It includes practical examples for both text and image modalities.

TranslatedPython web crawler tutorial that takes you from zero to one, covering JS reverse engineering, Selenium, Tesseract OCR recognition, the use of MongoDB, and the Scrapy framework

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• gfw
• shadowsocks
• shadowsocksr
• ssr