Code from various chapters in OSTEP (http://www.ostep.org)
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An Introduction to Statistical Learning (James, Witten, Hastie, Tibshirani, 2013): Python code
- machine-learning
- predictive-modeling
- islr
- statistical-learning
This project reproduces the book Dive Into Deep Learning (https://d2l.ai/), adapting the code from MXNet into PyTorch.
- deep-learning
- d2l
- data-science
- pytorch-implmention
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.
Build a modern LLM from scratch. Every line commented. Explained like we are five.
- attention-mechanism
- deep-learning
- educational
- from-scratch
《算法导论》第三版中算法的C++实现
Open Source Introductory Systems Programming Textbook for the University of Illinois
📦 Module thinking, principles, design patterns and best practices.
- book
- book-series
- javascript
- modules
How I Scaled from Zero to a Million Store on Dukaan, Without a CS Degree. .. A System Design Handbook by Subhash Choudhary
- scaling
- system-design
A Chinese edition of the Not So Short Introduction to LaTeX2ε
Crypto 101, the introductory book on cryptography.
Practical Node.js, 1st and 2nd Editions [Apress] 📓
- nodejs
- apress
- javascript
- node-js
The code samples for Learning React by Alex Banks and Eve Porcello, published by O'Reilly Media
Code for A Programmer's Introduction to Mathematics
- mathematics
- programmer
- python
Introduction to Autonomous Robots
The repository host gives no description.
Learn C and build your own programming language in under 1000 lines of code!
Various translations of OSTEP can be found here. Help the cause and contribute!
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.
🏊 Dive into ES6 and the future of JavaScript
- javascript
- book
- book-series
- es6
Repo for AI Agents The Definitive Guide
- ai-agents
- benchmarks
- deployment
- langchain
Repository for "Introduction to Artificial Neural Networks and Deep Learning: A Practical Guide with Applications in Python"
Introduction to Semiconductor Manufacturing
- manufacturing
- semiconductor
Harness Engineering 101 — building AI agents from first principles. The LLM is the brain; the harness is the body.