{"repo":"Magnus167/rustframe","free":true,"listed":false,"github":"https://github.com/Magnus167/rustframe","clone":"git clone https://github.com/Magnus167/rustframe.git","description":"A lightweight dataframe & math toolkit for Rust","language":"Rust","stars":28,"topics":["data-science","dataframe","math","rust","statistics","data-engineering"],"license":"GPL-3.0","category":"data-pipelines","readme_excerpt":"rustframe 🐙 GitHub 📚 Docs 📖 User Guide 🦀 Crates.io 🔖 docs.rs --- Rustframe: A lightweight dataframe & math toolkit for Rust Rustframe provides intuitive dataframe, matrix, and series operations for data analysis and manipulation. Rustframe keeps things simple, safe, and readable. It is handy for quick numeric experiments and small analytical tasks as well as for educational purposes. It is designed to be easy to use and understand, with a clean API implemented in 100% safe Rust. Rustframe is an educational project, and is not intended for production use. It is not meant to compete with powerhouse crates like polars or ndarray . It is a work in progress, and the API is subject to change. There are no guarantees of stability or performance, and it is not optimized for large datasets or high-performance computing. What it offers - Matrix operations - Element-wise arithmetic, boolean logic, transpose, and more. - Math that reads like math - element-wise + , − , × , ÷ on entire frames or scalars. - Frames - Column major data structure for single-type data, with labeled columns and typed row indices. - Compute module - Implements various statistical computations and machine learning models. - Random number utils - Built-in pseudo and cryptographically secure generators for simulations. - [Coming Soon] DataFrame - Multi-type data structure for heterogeneous data, with labeled columns and typed row indices. Matrix and Frame functionality - Matrix operations - Element-wise arithm","default_branch":null,"files":null,"tree":[],"storefront":"/r/Magnus167","claimed":false,"request_supported":{"post":"https://gitbuyer.com/r/Magnus167/rustframe/request-supported","requests":0},"note":"indexed from public GitHub; nothing is for sale on this page. Clone it from GitHub. Paid listings live at /search."}