Implement a ChatGPT-like LLM in PyTorch from scratch, step by step
- gpt
- large-language-models
- llm
- python
Repository Index
68,760 visible repositories in the index
1–24 of 55 · Most stars
Python Data Science Handbook: full text in Jupyter Notebooks
- scikit-learn
- numpy
- python
- jupyter-notebook
Official code repo for the O'Reilly Book - "Hands-On Large Language Models"
⛔️ DEPRECATED – See https://github.com/ageron/handson-ml3 or handson-mlp instead.
📚 Modern C++ Tutorial: C++11 to C++26 On the Fly | https://changkun.de/modern-cpp/
- cpp11
- cpp14
- cpp17
- cpp20
⛔️ DEPRECATED – See https://github.com/ageron/handson-ml3 or handson-mlp instead.
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
TranslatedCode implementation of 《统计学习方法》 (Statistical Learning Methods)
TranslatedQiu Xipeng's "Neural Networks and Deep Learning" (神经网络与深度学习), Second Edition and General Edition: e-book, chapter table of contents, learning resources, and errata.
- attention-mechanism
- chinese
- deep-learning
- machine-learning
The Ultimate Go Study Guide
- golang
- computer-systems
- programming
- ebook
Python Implementation of Reinforcement Learning: An Introduction
A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in Python using Scikit-Learn, Keras and TensorFlow 2.
The Startup CTO's Handbook, a book covering leadership, management and technical topics for leaders of software engineering teams
:blue_book: A guided handbook on how to use Babel and how to create plugins for Babel.
- babel
- handbook
TranslatedKubernetes Architecture and Ecosystem: A Guide to Building Infrastructure from Cloud Native to AI Native
- kubernetes
- cloud-native
- service-mesh
- handbook
Translated📖 "This Book Can Get You Connected to the Internet": explains in detail how proxies, tunnels, and VPNs work, and explains the principles behind GFW strategies such as address and port blocking, server cache poisoning, digital certificate attacks, and SSL connection blocking
A catalogue of Rust design patterns, anti-patterns and idioms
- rust
- patterns
- reference
- rust-lang
Learn Rust with examples (Live code editor included)
TranslatedTranslation of the TypeScript Handbook (Chinese version). http://www.typescriptlang.org
- typescript
- typescript-handbook
- javascript-typescript
- javascript
Blockchain dark forest selfguard handbook. Master these, master the security of your cryptocurrency.
TranslatedStatistical learning methods, Statistical Learning Methods (2nd edition) [Li Hang] [notes, code, notebook, references, Errata, lihang]
- book
- lihang
- statistical-learning-methods
- machine-learning
:book: For those who wanna learn Bash
TranslatedCommitted to implementing all the algorithms in Dr. Li Hang's book 《统计学习方法》 (Statistical Learning Methods) once through
TranslatedKubernetes Handbook (Kubernetes Guide) https://kubernetes.feisky.xyz
- kubernetes
- containers
- handbook
- books