Repository Index

deep learning for image processing including classification and object-detection etc.

• pytorch
• tensorflow2
• classification
• object-detection

The Open Source Data Science Masters

TranslatedLearn and understand Docker&Container technologies, with real DevOps practice!

• docker
• book
• cloud-computing
• container

All Algorithms implemented in Rust

• rust
• algorithms
• data-structures
• rust-lang

TranslatedPumpkin Book (南瓜书, Nangua Shu): Detailed explanations of the formulas in "Machine Learning" (the Watermelon Book, 西瓜书)

• machine-learning
• pumpkin-book
• book

TranslatedList of personally collected books PDF download Baidu Cloud e-book download

A curated list of awesome places to learn and/or practice algorithms.

Minimal examples of data structures and algorithms in Python

• algorithm
• python
• competitive-programming
• data-structure

The fastai book, published as Jupyter Notebooks

• notebooks
• fastai
• deep-learning
• machine-learning

Materials and IPython notebooks for "Python for Data Analysis" by Wes McKinney, published by O'Reilly Media

50+ tutorials and implementations for Generative AI Agent techniques, from basic conversational bots to complex multi-agent systems.

• agents
• genai
• tutorials
• langchain

TranslatedAn introductory LLM tutorial for developers, the Chinese version of Andrew Ng's large model course series

• cookbook
• llm

📗🌐 🚢 Comprehensive and exhaustive JavaScript & Node.js testing best practices (August 2025)

• nodejs
• testing
• unittest
• test

This repository consists of the code samples, assignments, and notes for the Java data structures & algorithms + interview preparation bootcamp of WeMakeDevs.

• java
• interview-preparation
• data-structures
• algorithms

FizzBuzz Enterprise Edition is a no-nonsense implementation of FizzBuzz made by serious businessmen for serious business purposes.

TranslatedChinese translation of 《Designing Data-Intensive Application》 (DDIA), 1st edition / 2nd edition

• book
• distributed-systems
• database
• ddia

🏆 A ranked list of awesome machine learning Python libraries. Updated weekly.

• python
• machine-learning
• data-science
• nlp

Angular Style Guide: A starting point for Angular development teams to provide consistency through good practices.

Self-Hosting Guide. Learn all about locally hosting (on premises & private web servers) and managing software applications by yourself or your organization. Including Cloud, LLMs, WireGuard, Automation, Home Assistant, and Networking.

• self-hosted
• selfhosted
• home-assistant
• wireguard

TranslatedWords that Chinese programmers often mispronounce

• pronunciation
• documentation
• spelling
• chinese-programmers

Checklist of the most important security countermeasures when designing, testing, and releasing your API

• api
• security
• jwt
• oauth2

TranslatedCollection of CVPR 2026 papers and open-source projects

• cvpr
• cvpr2020
• computer-vision
• deep-learning

Repository to track the progress in Natural Language Processing (NLP), including the datasets and the current state-of-the-art for the most common NLP tasks.

• natural-language-processing
• machine-learning
• named-entity-recognition
• machine-translation

🔒 A compiled checklist of 300+ tips for protecting digital security and privacy in 2026

• privacy
• security
• censorship
• cybersecurity