Repository Index

Implement a ChatGPT-like LLM in PyTorch from scratch, step by step

• gpt
• large-language-models
• llm
• python

TranslatedDeep Learning 500 Questions: in question-and-answer form, it covers hot topics in commonly used probability, linear algebra, machine learning, deep learning, computer vision and more, to help myself and readers who need it. The book is divided into 18 chapters and has more than 500,000 characters. Due to limited ability, readers are kindly asked to criticize and correct any improper parts of the book. To be continued............ If you are interested in cooperating, contact [email protected]. All rights reserved, infringement will be prosecuted. Tan 2018.06

Python Data Science Handbook: full text in Jupyter Notebooks

• scikit-learn
• numpy
• python
• jupyter-notebook

A golang ebook intro how to build a web with golang

Deep Learning Book Chinese Translation

Python sample codes and textbook for robotics algorithms.

• python
• robotics
• algorithm
• path-planning

TranslatedChinese translation of 《Designing Data-Intensive Application》 (DDIA), 1st edition / 2nd edition

• book
• distributed-systems
• database
• ddia

TranslatedChinese version of Apple's official "The Swift Programming Language"

• swift

Jupyter notebooks for the code samples of the book "Deep Learning with Python"

Code samples for my book "Neural Networks and Deep Learning"

Rust By Practice will evolve into Origin.

• rust
• practice
• example
• exercise

Python Implementation of Reinforcement Learning: An Introduction

• reinforcement-learning
• artificial-intelligence

MIT Deep Learning Book in PDF format (complete and parts) by Ian Goodfellow, Yoshua Bengio and Aaron Courville

• deep-learning
• machine-learning
• linear-algebra
• mit

The OWASP Mobile Application Security Testing Guide (MASTG) is a comprehensive manual for mobile app security testing and reverse engineering. It describes technical processes for verifying the OWASP Mobile Security Weakness Enumeration (MASWE) weaknesses, which are in alignment with the OWASP MASVS.

• mobile-app
• pentesting
• android-application
• ios-app

TranslatedOpen source Deep Learning book, based on TensorFlow 2.0 framework.

• tensorflow
• tensorflow2
• deeplearning
• machinelearning

:blue_book: A guided handbook on how to use Babel and how to create plugins for Babel.

• babel
• handbook

PRML algorithms implemented in Python

• jupyter
• prml
• notebook
• python

An open access book on scientific visualization using python and matplotlib

• python
• matplotlib
• dataviz
• scientific-publications

TranslatedGitHub 漫游指南 (Manyou Zhinan, "Roaming Guide")- a Chinese ebook on how to build a good project on Github. Explore the users' behavior. Find some thing interest.

• github
• open-source
• os
• github-books

An updated version of the classic "Basic Computer Games" book, with well-written examples in a variety of common MEMORY SAFE, SCRIPTING programming languages. See https://coding-horror.github.io/basic-computer-games/

• basic-computer-games
• classic-game
• basic

Ansible for DevOps examples.

• ansible
• devops
• vagrant
• examples

TranslatedThe Golang standard library. For programmers, the standard library is as important as the language itself. It is like a treasure chest that provides perfect solutions for all kinds of common tasks. This explains the Golang standard library in an example-driven way.

• golang
• standard-golang-library
• linux
• go

Step-by-step guide through the abstract and complex universe of Fragment Shaders.

• shaders
• shader
• glsl
• glsl-shaders

TranslatedA beginner's guide to FDE (Forward Deployed Engineer) from scratch (based on the framework of Fan Bing's original book 增长黑客 (Growth Hacker, "Growth Hacking"))