Project Library
Discover and explore quality open source projects
"Deep Learning" (Flower Book) A developer from Fudan University in China, based on mathematical derivation and generation principles, re-describes the concepts in the book and recreates the content of the book again using Python (numpy library as the main one).
A student from Peking University hand-wrote all the algorithms in Teacher Li Hang's book "Statistical Learning Methods"
The Practical Python Programming course is divided into 10 chapters, teaching developers the basics of Python syntax, data processing, packaging and debugging, etc.
"TensorFlow 2.0 Deep Learning Open Source Book (Long Book)" is a book aimed at beginners in artificial intelligence, especially deep learning.
"Machine Translation: Statistical Modeling and Deep Learning Methods" mainly introduces the statistical modeling and deep learning methods of machine translation in a systematic way.
"Go Syntax Tree Introduction" mainly covers CGO, Go assembly language, RPC implementation, Web framework implementation, distributed systems and other advanced topics.
An open source Spring Cloud tutorial, which covers most of the core component usage tutorials
"50 Lessons of Python Language Basics" You can learn the basics of Python language elements, branch and loop structures, functions and modules, common data structures, lists and tuples, etc.
The book "Deep Learning with PyTorch" has a total of nearly 500 pages and 15 chapters, and is accompanied by a large number of vivid illustrations to help developers better master the PyTorch technology.
The book "Eat that PyTorch in 20 Days" is mainly based on the official documents and function documents of Pytorch. It has made a lot of optimizations in terms of chapter structure and example selection, making it more user-friendly.
"The Survival Manual of Shanghai Jiao Tong University" is divided into three major chapters: the chapter of aspiration, the interview collection and the survival skills. It aims to give students correct guidance in academics, work and daily life
An open-source Vim tutorial: "Vim Galore", which mainly includes the explanation of Vim's basic knowledge, installation guide, daily development and debugging skills, as well as some practical plugin introductions.
The non-profit technology organization fast.ai recently opened its new version of the deep learning course.
"Learn-Vim" From this book, you will learn Vim window, tab management, quick file opening and searching, insert mode, integration of external commands, common syntax, and other Vim-related usage skills.
A Linux command line book: "The Linux Command Line", Chinese translation: "Happy Linux Command Line"