Implement a ChatGPT-like LLM in PyTorch from scratch, step by step
- gpt
- large-language-models
- llm
- python
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TranslatedMain open-source repository of "Understanding AI Agents in Depth: Design Principles and Engineering Practice" (by Li Bojie): the full text of the book, the compiled PDF, and companion code organized by chapter
Official code repo for the O'Reilly Book - "Hands-On Large Language Models"
Code for Machine Learning for Trading, 3rd edition — from data sourcing to live execution.
- machine-learning
- trading
- investment
- finance
TranslatedThe pytorch handbook is an open-source book that aims to help friends who want to use PyTorch for deep learning development and research get started quickly. All of the PyTorch tutorials it contains have been tested to ensure they run successfully.
- pytorch
- pytorch-tutorials
- pytorch-handbook
- deep-learning
Machine Learning Engineering Open Book
- pytorch
- slurm
- large-language-models
- llm
The Startup CTO's Handbook, a book covering leadership, management and technical topics for leaders of software engineering teams
Companion code to my O'Reilly book "Flask Web Development", second edition.
- flask
- python
Translated⛽️ "Algorithm Clearance Handbook": A learning tutorial on "algorithms and data structures" starting from zero, with 200 "popular algorithm interview questions" and 1000+ "LeetCode problem analyses", continuously updated!
- leetcode
- python
- data-structure
- algorithms
TranslatedTranslation of the TypeScript Handbook (Chinese version). http://www.typescriptlang.org
- typescript
- typescript-handbook
- javascript-typescript
- javascript
Implement a reasoning LLM in PyTorch from scratch, step by step
A computer science textbook
TranslatedA complete Flutter development practice series, with online preview and PDF download. This series will fully explain how to quickly develop a complete Flutter APP from 0, accompanied by the highly polished open-source Flutter project GSYGithubAppFlutter. It will also provide some Flutter development details and tips, and then dive into the source code and practical examples to give you a comprehensive analysis of Flutter.
- flutter
- flutter-demo
- flutter-book
- flutter-learn
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
Code from various chapters in OSTEP (http://www.ostep.org)
《Build a Large Language Model (From Scratch)》是一本深入探讨大语言模型原理与实现的电子书，适合希望深入了解 GPT 等大模型架构、训练过程及应用开发的学习者。为了让更多中文读者能够接触到这本极具价值的教材，我决定将其翻译成中文，并通过 GitHub 进行开源共享。
A Chinese edition of the Not So Short Introduction to LaTeX2ε
Learn how to design large-scale systems. Prep for the system design interview.
- architecture
- interview
- design
- design-patterns
中文翻译的 Hands-On-Large-Language-Models (hands-on-llms)，动手学习大模型
- hands-on-llm
- llms
- hands-on-transformers
- hans-on-llms
An example approach for implementing a Clean/Hexagonal Architecture
兜哥出品 <一本开源的NLP入门书籍>
Foundations of Medical Large Language Model Learning
OpenGL ES 3.0 Programming Guide Sample Code
An Infinitely Large Napkin