Repository Index

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

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

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

Code Repository for Machine Learning with PyTorch and Scikit-Learn

• machine-learning
• scikit-learn
• deep-learning
• neural-networks

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

TranslatedMicroservices from Design to Deployment, Chinese version: 《微服务：从设计到部署》 (Microservices: From Design to Deployment)

• cloud
• translation
• chinese
• book

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.

The "Python Machine Learning (3rd edition)" book code repository

• machine-learning
• deep-learning
• tensorflow
• scikit-learn

An introduction to ARM64 assembly on Apple Silicon Macs

• arm64
• darwin
• mach-o
• macos

🚀 An open-source, hands-on curriculum bridging the gap from basic RL concepts to LLM alignment, RLVR, and advanced Agentic systems.

• agent
• agentic
• agentic-ai
• agentic-rl

Repo for my 'Learning JavaScript Design Patterns' book

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.

• data-science
• machine-learning
• deep-learning
• interview-preparation

《Machine Learning Systems: Design and Implementation》 (V2 is launching soon）

• machine-learning
• software-architecture
• textbook
• computer-systems

Jupyter notebooks for the Natural Language Processing with Transformers book

TranslatedRUN · 润 (Run, "to slip away; to emigrate"): A handbook for overseas relocation for Chinese passport holders. 110 immigration routes across 36 European countries + 13 major immigration regions: digital nomad visas, EU Blue Card, skilled migration, study-to-work, entrepreneurship and self-employment, investment residency, each with official sources, continuously updated.

• china
• chinese
• digital-nomad
• digital-nomad-visa

Think DSP: Digital Signal Processing in Python, by Allen B. Downey.

• dsp
• python
• signal-processing
• textbook

Translated"PyTorch Practical Tutorial" (Second Edition): whether you are starting from zero, working on CV, NLP, or LLM project applications, or moving on to advanced engineering deployment, it's all here. We believe that with the help of this book, readers will be able to master the use of PyTorch with ease and become an excellent deep learning engineer.

• computer-vision
• deepsort
• diffusion-models
• onnx

Translated"Large Language Models" (《大语言模型》), authors: Zhao Xin, Li Junyi, Zhou Kun, Tang Tianyi, Wen Jirong

• artificial-intelligence
• deep-learning
• deep-neural-networks
• deep-reinforcement-learning

Source repo for the book

• book
• markdown
• game-development
• c-plus-plus

HTML5/EPUB3 version of SICP

TranslatedPython Best Practices Guide. The chinese translation of "Hitchhiker's Guide to Python".

Applied offensive security with Rust - https://kerkour.com/black-hat-rust

• rust
• security
• pentest
• pentesting

Accompanying source code for Machine Learning with TensorFlow. Refer to the book for step-by-step explanations.

• tensorflow
• machine-learning
• regression
• convolutional-neural-networks

SICP PDF with Texinfo and LaTeX source

In-depth understanding of Node.js: Core Ideas and Source Code Analysis

• nodejs
• v8
• libuv