1.rasbt / LLMs-from-scratch
Implement a ChatGPT-like LLM in PyTorch from scratch, step by step
- gpt
- large-language-models
- llm
- python
- pytorch
- ai
- +13 more
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38 repositories by Attention Score · Oct 29, 2026 – Nov 4, 2026 (UTC)
Implement a ChatGPT-like LLM in PyTorch from scratch, step by step
TranslatedHan Xiankai's (韩先凯) Life Advancement Guide: a bilingual Chinese-English lifelong learning guide for the AI era, covering AI, learning, entrepreneurship, wealth, love, and life
TranslatedHello Algo (《Hello 算法》): An animated, illustrated data structures and algorithms tutorial with one-click code running. Supports Simplified Chinese, Traditional Chinese, English, and Japanese, and provides code implementations in Python, Java, C++, C, C#, JS, Go, Swift, Rust, Ruby, Kotlin, TS, Dart, and more
Machine Learning Systems: Foundations, Scaling, Agentic AI, and Physical AI (Vols I–IV) • Harvard CS249r | https://mlsysbook.ai
The repository host gives no description.
A book for Learning the Foundations of LLMs
TranslatedAimed at university students and people just starting their careers, this explains the social know-how, communication skills, and social rules that university classes often do not teach systematically. When you face cooperation, asking for help, refusing, money, etiquette, and conflict, it helps you understand how to handle things, what to say, and the price a choice may cost, so you can avoid detours and enter society more calmly.
Interactive deep learning book with multi-framework code, math, and discussions. Adopted at 500 universities from 70 countries including Stanford, MIT, Harvard, and Cambridge.
Python sample codes and textbook for robotics algorithms.
Harness Engineering 101 — building AI agents from first principles. The LLM is the brain; the harness is the body.
Introduction to Semiconductor Manufacturing
TranslatedThe second edition of "One-Person Business Methodology" (《一人企业方法论》), also suitable for non-technical people doing other side businesses (such as self-media, e-commerce, digital goods).
e-book version of the akitaonrails.com blog.
A book-in-progress about the Linux kernel and its insides.
The fastai book, published as Jupyter Notebooks
Translated"Lee Hung-yi's Deep Learning Tutorial" (recommended by Professor Hung-yi Lee 👍, the Apple Book 🍎), PDF download address: https://github.com/datawhalechina/leedl-tutorial/releases
Python best practices guidebook, written for humans.
Learning Vim and Vimscript doesn't have to be hard. This is the guide that you're looking for 📖
Kalman Filter book using Jupyter Notebook. Focuses on building intuition and experience, not formal proofs. Includes Kalman filters,extended Kalman filters, unscented Kalman filters, particle filters, and more. All exercises include solutions.
Materials and IPython notebooks for "Python for Data Analysis" by Wes McKinney, published by O'Reilly Media
TranslatedTeaches you how to get back every cent of your wages, overtime pay, and unused annual leave; how to reconnect your social insurance if it lapses, and what to do about work injury and maternity. When you are being targeted, reassigned, or laid off, you will know how to leave and how to leave no loose ends. 576 pieces of advice, each stating what it costs, what you get in return, and how solid the evidence is; sources cite only the original text of official documents and research literature.
A book series (2 published editions) on the JS language.
An open access book on scientific visualization using python and matplotlib
Repository for the book "Crafting Interpreters"
TranslatedA guide to avoiding scams in the human world: 373 scam breakdowns covering 16 categories, including fake-order task scams (刷单), pig-butchering scams (杀猪盘), AI face-swapping, and scams targeting the elderly; includes real case reports, everyday self-check lists, PDF/EPUB/Anki downloads, and a scam-avoidance mini-game with 12 rounds
Code repository of all OpenGL chapters from the book and its accompanying website https://learnopengl.com
Step-by-step guide through the abstract and complex universe of Fragment Shaders.
Mastering Bitcoin 3rd Edition - Programming the Open Blockchain
Bartosz Milewski's 'Category Theory for Programmers' unofficial PDF and LaTeX source
TranslatedPumpkin Book (南瓜书, Nangua Shu): Detailed explanations of the formulas in "Machine Learning" (the Watermelon Book, 西瓜书)
The Startup CTO's Handbook, a book covering leadership, management and technical topics for leaders of software engineering teams
Code for the book Grokking Algorithms (https://www.amazon.com/dp/1633438538)
Introduction to Autonomous Robots
:books: The definitive guide to TypeScript and possibly the best TypeScript book :book:. Free and Open Source 🌹
The Concise TypeScript Book: A Concise Guide to Effective Development in TypeScript. Free and Open Source.
Tutorials, datasets, and other material associated with textbook "A First Course in Network Science" by Menczer, Fortunato & Davis