R GitHub Repositories (2026) · Open Source Tools

Apache Spark - A unified analytics engine for large-scale data processing

A fast, scalable, high performance Gradient Boosting on Decision Trees library, used for ranking, classification, regression and other machine learning tasks for Python, R, Java, C++. Supports computation on CPU and GPU.

A fast, distributed, high performance gradient boosting (GBT, GBDT, GBRT, GBM or MART) framework based on decision tree algorithms, used for ranking, classification and many other machine learning tasks.

Manage R installations, packages and projects

Alternative R Frontend — a modern R console written in Rust

A single-node analytical database engine with geospatial as a first-class citizen

A 21 century R console

R Extension for Visual Studio Code

R package for spatial data handling https://rspatial.github.io/terra/reference/terra-package.html

R inside Python

R package for oceanographic processing

Generate fully-typed, lint-clean language bindings for Rust libraries across 16 languages