Repository Index

TranslatedLinux Kernel Revealed

• linux
• kernel
• chinese-translation

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

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

TranslatedBook_3_"Elements of Mathematics" | Iris Book series: from addition, subtraction, multiplication and division to machine learning; now on sale; corrections are still welcome, and readers who submit many corrections will also receive free books!

• data-science
• linear-algebra
• machine-learning
• mathematics

Lisp code for the textbook "Paradigms of Artificial Intelligence Programming"

TranslatedIntroductory tutorial on recommender systems, online reading address: https://datawhalechina.github.io/fun-rec/

• recommender-system
• tensorflow
• tianchi-competition
• deep-learning

The canonical reference for Astrid: kernel, capsules, host ABI, IPC, and the security model.

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

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

Python code for "Probabilistic Machine learning" book by Kevin Murphy

• jupyter-notebooks
• machine-learning
• colab
• pml

Step-by-step guide through the abstract and complex universe of Fragment Shaders.

• shaders
• shader
• glsl
• glsl-shaders

Blockchain dark forest selfguard handbook. Master these, master the security of your cryptocurrency.

TranslatedE-book "Large Models and Agents" (《大模型与智能体》) with 6 programming tasks: Transformer, mini-GPT, SFT/DPO, RAG, tool calling, and coding agents.

• fudannlp
• step-by-step
• agent
• llm

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

Book of Elementary Functional Algorithms and Data structures

• algorithms
• haskell
• functional-programming

Code for Tensorflow Machine Learning Cookbook

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

:book: For those who wanna learn Bash

• bash
• handbook
• learning
• how-to

TranslatedCommitted to implementing all the algorithms in Dr. Li Hang's book 《统计学习方法》 (Statistical Learning Methods) once through

Implement a reasoning LLM in PyTorch from scratch, step by step

• ai
• artificial-intelligence
• deep-learning
• large-language-models

T81-558: Keras - Applications of Deep Neural Networks @Washington University in St. Louis

• neural-network
• machine-learning
• tensorflow
• keras

TranslatedA beginner's guide to FDE (Forward Deployed Engineer) from scratch (based on the framework of Fan Bing's original book 增长黑客 (Growth Hacker, "Growth Hacking"))

Tradução do livro "Eloquent JavaScript" 4ª edição, por Marijn Haverbeke

• eloquent-javascript
• javascript
• programming

TranslatedA Detailed Cplusplus Concurrency Tutorial 《C++ Concurrency Programming Guide》

The LLM's practical guide: From the fundamentals to deploying advanced LLM and RAG apps to AWS using LLMOps best practices

• genai
• llm
• llmops
• mlops