Repository Index

Thoughts on Go performance optimization

• optimization
• performance
• performance-optimization
• performance-analysis

Main Web Site (Online Books)

• book
• raytracing
• ray-tracing
• markdeep

A booklet on machine learning systems design with exercises. NOT the repo for the book "Designing Machine Learning Systems", which is `dmls-book`

• data-science
• machine-learning-production
• mlops

The Web Security Testing Guide is a comprehensive Open Source guide to testing the security of web applications and web services.

• best-practices
• guide
• owasp
• bugbounty

Understanding Deep Learning - Simon J.D. Prince

Ansible for DevOps examples.

• ansible
• devops
• vagrant
• examples

Translated"Python for Data Analysis, 2nd Edition"

• numpy
• pandas
• matplotlib

TranslatedDeep learning interview handbook (covering mathematics, machine learning, deep learning, computer vision, natural language processing, SLAM, and more)

• deep-learning
• interview
• machine-learning
• computer-vision

A catalogue of Rust design patterns, anti-patterns and idioms

• rust
• patterns
• reference
• rust-lang

📚 Russian translation of "You Don't Know JS" book series

• javascript
• book
• translation

TranslatedThe best Chinese version of Google's new book Agentic Design Patterns (Agent design patterns), continuously being improved. Also included: online reading, and PDF and EPUB e-book downloads.

Rust explained using easy English

TranslatedPython for "Deep Learning": mathematical derivations, principle analysis, and source-code-level implementations for the book "深度学习" (Deep Learning, known as the "Flower Book")

• python
• deep-learning
• machine-learning
• xgboost

TranslatedLinux Kernel Revealed

• linux
• kernel
• chinese-translation

this repository accompanies the book "Grokking Deep Learning"

Become a cracked AI/ML researcher/engineer with this unconventional textbook covering maths, computing, and ML with intuition.

• algorithms
• deep-learning
• jax
• machine-learning

Translated:thumbsup: Vue.js source code analysis

The "Python Machine Learning (2nd edition)" book code repository and info resource

• machine-learning
• deep-learning
• python
• scikit-learn

Translated:art: "Relearning Java Design Patterns" (《重学Java设计模式》) is a book of real-world internet case practice. Centered on practical solutions, it draws 22 real scenarios from actual business, such as transactions, marketing, flash sales, middleware, and source code, to learn how design patterns are applied. Welcome to follow 小傅哥 (Xiao Fuge, "Little Brother Fu"), WeChat (fustack), official account: bugstack虫洞栈 (bugstack Wormhole Stack), blog: https://bugstack.cn

• java
• springboot

TranslatedStores design ideas and algorithms for JAVA development: "Jianzhi Offer (Coding Interviews)", "Programming Pearls", "Understanding the Java Virtual Machine: Advanced JVM Features and Best Practices", "Refactoring: Improving the Design of Existing Code (Chinese edition)", "clean_code (complete Chinese edition)", "Thinking in Java (4th edition)", "Core Java Volume I (8th edition)", "Quartz_Job+Scheduling_Framework"; some large files that cannot be uploaded are in the README

• books
• clean-code
• concurrency
• design-patterns

Code for "Zero To Production In Rust", a book on API development using Rust.

• rust
• book

Translated📘 "Python进阶" (Python Advanced, "Intermediate Python - Chinese Version")

• python
• book
• skills
• python3

Translated📖 Go Programmer Interview and Written Test Handbook | Starting from questions, it connects all the knowledge related to the Go language, so that you can master it thoroughly. https://golang.design/go-questions

• golang
• book
• interview
• interview-questions

Code for Tensorflow Machine Learning Cookbook

• tensorflow
• tensorflow-cookbook
• linear-regression
• neural-network