Repository Index

Python assignments for the machine learning class by andrew ng on coursera with complete submission for grading capability and re-written instructions.

This is an alphabetical list of libraries for Android development, the majority being actively maintained.

Several Coding Patterns for Solving Data Structures and Algorithms Problems during Interviews

• grokking-coding-interview
• grokking-dynamic-programming
• algorithms
• coding-interviews

TranslatedHow to deploy a PaaS/DevOps (a complete software development and deployment platform) based on K8s (Kubernetes) -- tutorial/learning (hands-on code/architecture design/extensive comments/illustrated operation steps). You will learn to deploy things such as: K8S (Kubernetes), Dashboard, Harbor, Jenkins, local Gitlab, the Apollo framework, Promtheus, Grafana, Spinnaker, etc.

• kubernetes
• paas
• ci
• cd

A collection of AWESOME things about domain adaptation

• transfer-learning
• domain-adaptation
• adversarial-learning
• image-translation

💄CSS tricks for web developers~

• css
• css-tricks
• css-effects
• css-experiment

A curated list of vibe coding references, collaborating with AI to write code.

• ai-agent
• ai-agents
• ai-coding-assistant
• ai-coding-tools

Book about interpretable machine learning

Translated📚 Mainstream database knowledge that backend programmers should master

• database
• sql
• nosql
• mysql

Everything that makes working with databases easier

• awesome
• awesome-list
• database
• monitoring

Notes talking about the design and implementation of Apache Spark

TranslatedMathematical modeling, MCM/ICM (American Undergraduate Mathematical Contest in Modeling), CUMCM (China Undergraduate Mathematical Contest in Modeling), Huawei Cup Graduate Mathematical Modeling, CUMCM LaTeX template, MCM/ICM LaTeX template, mathorcup, Electrician Cup (电工杯), Central China Competition (华中赛), APMCM, Shenzhen Cup (深圳杯), Zhongqing Cup (中青杯), East China Cup (华东杯), Shuwei Cup (数维杯), Northeast Three Provinces Mathematical Modeling (东三省数学建模), Certification Cup (认证杯), mathematical modeling books, commonly used MATLAB algorithms, CUMCM judging key points, summary of software, models and algorithms, intelligent algorithms, optimization algorithms, modern algorithms

• mathmodel
• latex
• latex-template
• cumcm

A complete guide to start and improve in machine learning (ML), artificial intelligence (AI) in 2026 without ANY background in the field and stay up-to-date with the latest news and state-of-the-art techniques!

• machine-learning
• deep-learning
• youtube
• neural-networks

📃 White paper for Backend developers

• backend
• cheat-sheets
• cheatsheet
• development

TranslatedSpringBoot 2.0+ from beginner to practical use!

• springboot
• dubbo
• mybatis
• rabbitmq

Translated[Three Years of Interviews, Five Years of Mock Interviews] An interview resource platform for AIGC/LLM/AI Agent algorithm engineers. It covers practical interview and written-test experience and core, cross-cycle knowledge for the AI industry, including AIGC, LLM large models, AI Agents, embodied intelligence, traditional deep learning, computer vision, natural language processing, autonomous driving, machine learning, reinforcement learning, big data mining, world models, the metaverse, AGI, and more.

• aigc
• deep-learning
• interview-preparation
• interview-questions

Translated🔥Best practice project for full technology stack development of microservices based on go-zero (go zero). Develop best practice projects based on the full technology stack of go zero (go zero) microservices.

• go-zero
• golang
• go-queue
• goctl

Reverse Engineering Resources About All Platforms(Windows/Linux/macOS/Android/iOS/IoT) And Every Aspect! (More than 3500 open source tools and 2300 posts&videos)

• reverse-engineering
• idapro
• idapython
• ghidra

A short tutorial about building Linux based operating systems.

• tutorial
• kernel
• busybox

Enjoy our curated collection of examples and solutions. Use these patterns to build your own robust and scalable applications.

• examples
• vercel
• nextjs

Analysis of Bot Protection systems with available countermeasures 🚿. How to defeat anti-bot system 👻 and get around browser fingerprinting scripts 🕵️‍♂️ when scraping the web?

• bot
• detection
• stealth
• scraper

Awesome list for AI agent harness engineering: tools, patterns, evals, memory, MCP, permissions, observability, and orchestration.

• agent-harness
• agent-memory
• agent-orchestration
• ai-agents

An absolute beginner's guide to Machine Learning and Image Classification with Neural Networks

• neural-network
• image-classification
• machine-learning
• caffe

A curated list about Audio Visualization.