Project Library

The author of "Bash Script Tutorial" is the well-known blogger in IT circle, Ruan Yifeng. This course will explain some basic uses of Bash to readers, such as variables, string operations, arithmetic operations, script introduction, etc.

A technical tutorial opened by Dr. Hao Luo from Zhejiang University, the course mainly includes three chapters: the foundation of deep learning, the theory foundation of pedestrian re-identification and the practice of pedestrian re-identification code. The content includes various courseware and video tutorials.

The book "A Byte of Vim" will teach you some basic knowledge related to Vim, such as the development history of Vim, installation methods, common operations and quick commands, as well as how to extend more Vim functions through script writing and plugin installation.

An open source Python technical book, which mainly records some cold knowledge about Python syntax, command line usage skills, development skills, coding habits, and development tools.

"Getting Things Done with Pytorch" will teach you the basics of PyTorch, neural networks, image classification, face detection, sentiment analysis, and more.

Students who want to learn operating system development can take a look at this open source tutorial on GitHub. This project will be based on Raspberry Pi and Linux kernel, and it will teach you how to create a simple version of an operating system: Raspberry Pi OS.

A note of a classic computer network book "Computer Networks - A Top-Down Approach", mainly including the translation of the after-class exercises in the English version of the book, and the code records answered with Python language, including the contents of Chapter 2 Application Layer, Chapter 4 Network Layer, Wireshark experiment part, etc.

A Python tutorial suitable for beginners to learn. The tutorial aims to teach you the basic programming knowledge and advanced development skills of Python, such as web crawling, data analysis, statistical analysis, virtual environment building, API construction, etc., through 30 days of coding learning.

An enterprise internal SRE technology course open-sourced by LinkedIn on GitHub. It mainly includes Linux, Git, Python, Web, MySQL, big data, system design, network security and other contents.

Andrej Karpathy, the AI director of Tesla, implemented the GPT model with 300 lines of PyTorch code. Compared to most other GPT models, it is more compact and concise.

When an author extracts structured information from a text, they organize the resources used on GitHub, including: Chinese and English sensitive words, language detection, Chinese and foreign mobile phone/telephone location/operator query, name inference gender, mobile phone number extraction, ID card extraction, etc.

Tradytics, a company that is keen on using AI and data analysis to do investment analysis, has open-sourced an internal toolkit on GitHub. The toolkit mainly implements various statistical and algorithmic investment strategies, such as minimum variance, maximum Sharpe ratio, and portfolio based on genetic algorithms. Students interested in this technology can take a look.

An AI technology roadmap, initiated by the German software company AMAI GmbH, contains relevant knowledge points in the field of AI technology, each of which is accompanied by detailed documents

An animation algorithm library, mainly realizing various path planning algorithms commonly used in the field of robots, including search and sampling methods.

Facebook Research's open source tool for high-definition 3D human body reconstruction. With just one picture, it can generate a realistic 3D model, helping you achieve the goal of full-body 3D human modeling, providing important technical support for fields such as virtual reality and game development.