Repository Index

📚 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.

• tensorflow
• scikit-learn
• machine-learning
• python

The fastai book, published as Jupyter Notebooks

• notebooks
• fastai
• deep-learning
• machine-learning

Mastering Bitcoin 3rd Edition - Programming the Open Blockchain

• bitcoin
• bitcoin-api
• blockchain
• oreilly

Materials and IPython notebooks for "Python for Data Analysis" by Wes McKinney, published by O'Reilly Media

Learn Go with test-driven development

• tdd
• golang
• go
• testing

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

• book
• distributed-systems
• database
• ddia

Mostly adequate guide to FP (in javascript)

• javascript
• functional-programming
• tutorial
• reactive-programming

How to Make a Computer Operating System in C++

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

Code for Machine Learning for Trading, 3rd edition — from data sourcing to live execution.

• machine-learning
• trading
• investment
• finance

:books: The definitive guide to TypeScript and possibly the best TypeScript book :book:. Free and Open Source 🌹

• typescript
• typescript-book
• typescript-community
• free

Mastering Ethereum: 2nd Edition, by Andreas M. Antonopoulos, Gavin Wood, Carlo Parisi, Alessandro Mazza, Niccolò Pozzolini

• ethereum
• blockchain
• oreilly
• book

TranslatedThis project once rose to number one in the world. A collection of high-quality content is at the very bottom of this page. In addition, the complete and beautifully made print edition of 《编程之法：面试和算法心得》 (The Art of Programming: Interview and Algorithm Insights) is now on sale at JD.com and Dangdang.

Translated"Getting Started with ECMAScript 6" is an open-source JavaScript language tutorial that comprehensively introduces the new syntax features added in ECMAScript 6.

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

• swift

Security Guide for Developers

• security-checklist
• security-book
• security
• books

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

Translated:books: 《Go语言高级编程》(Advanced Go Programming) open-source book, covering advanced topics such as CGO, Go assembly language, RPC implementation, Protobuf plugin implementation, Web framework implementation, distributed systems, etc. (completed)

• go
• golang
• book
• cgo

Machine Learning Engineering Open Book

• pytorch
• slurm
• large-language-models
• llm

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

TranslatedThis project changes the MXNet implementations in the original book 《动手学深度学习》 (Dive into Deep Learning) into PyTorch implementations.

• deep-learning
• deep-learning-tutorial
• pytorch
• pytorch-tutorial

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.