Python sample codes and textbook for robotics algorithms.
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Machine Learning Systems: Foundations, Scaling, Agentic AI, and Physical AI (Vols I–IV) • Harvard CS249r | https://mlsysbook.ai
- artificial-intelligence
- cloud-ml
- computer-systems
- courseware
aka "Bayesian Methods for Hackers": An introduction to Bayesian methods + probabilistic programming with a computation/understanding-first, mathematics-second point of view. All in pure Python ;)
- bayesian-methods
- pymc
- mathematical-analysis
- jupyter-notebook
Translated:books: 《Go语言高级编程》(Advanced Go Programming) open-source book, covering advanced topics such as CGO, Go assembly language, RPC implementation, Protobuf plugin implementation, Web framework implementation, distributed systems, etc. (completed)
- go
- golang
- book
- cgo
A guide on how to be a Programmer - originally published by Robert L Read
- learning
- programming
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.
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
Approaching (Almost) Any Machine Learning Problem
Become a cracked AI/ML researcher/engineer with this unconventional textbook covering maths, computing, and ML with intuition.
Python code for "Probabilistic Machine learning" book by Kevin Murphy
- jupyter-notebooks
- machine-learning
- colab
- pml
TranslatedNginx development from beginner to expert
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
Free Introduction to Bash Scripting eBook
"Probabilistic Machine Learning" - a book series by Kevin Murphy
Source code for pbrt, the renderer described in the third edition of "Physically Based Rendering: From Theory To Implementation", by Matt Pharr, Wenzel Jakob, and Greg Humphreys.
It is my belief that you, the postgraduate students and job-seekers for whom the book is primarily meant will benefit from reading it; however, it is my hope that even the most experienced researchers will find it fascinating as well.
Translated從零開始學 ReactJS (ReactJS 101, "Learning ReactJS from Scratch") is a Chinese-language introductory React tutorial book that hopes to be easy for beginners to understand at a glance, learning the React.js ecosystem (Flux, Redux, React Router, ImmutableJS, React Native, Relay/GraphQL etc.) from the basics to more advanced topics.
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Book_5_《统计至简》 | 鸢尾花书：从加减乘除到机器学习；上架！
- machine-learning
- multivariate-statistics
- pca
- regression
Introduction to Autonomous Robots
ObjC Zen Book 中文翻译
Code for Head First Design Patterns book (2020)
Modern Robotics: Mechanics, Planning, and Control Code Library --- The primary purpose of the provided software is to be easy to read and educational, reinforcing the concepts in the book. The code is optimized neither for efficiency nor robustness.
Architecture, patterns & internals of Anthropic's AI coding agent — reverse-engineered from source maps