C++ R

Open-source C++ projects categorized as R
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Topics: r-package Geospatial rcpp C++ Machine Learning
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Top 15 C++ R Projects

  • LightGBM

    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.

    • Project mention: SIRUS.jl: Interpretable Machine Learning via Rule Extraction | /r/Julia | 2023-06-29

    SIRUS.jl is a pure Julia implementation of the SIRUS algorithm by Bénard et al. (2021). The algorithm is a rule-based machine learning model meaning that it is fully interpretable. The algorithm does this by firstly fitting a random forests and then converting this forest to rules. Furthermore, the algorithm is stable and achieves a predictive performance that is comparable to LightGBM, a state-of-the-art gradient boosting model created by Microsoft. Interpretability, stability, and predictive performance are described in more detail below.

  • Rcpp

    Seamless R and C++ Integration

  • WorkOS

    The modern identity platform for B2B SaaS. The APIs are flexible and easy-to-use, supporting authentication, user identity, and complex enterprise features like SSO and SCIM provisioning.

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  • readxl

    Read excel files (.xls and .xlsx) into R 🖇

  • vroom

    Fast reading of delimited files (by tidyverse)

  • terra

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

  • GPBoost

    Combining tree-boosting with Gaussian process and mixed effects models

  • pdftools

    Text Extraction, Rendering and Converting of PDF Documents

  • InfluxDB

    Power Real-Time Data Analytics at Scale. Get real-time insights from all types of time series data with InfluxDB. Ingest, query, and analyze billions of data points in real-time with unbounded cardinality.

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  • odbc

    Connect to ODBC databases (using the DBI interface)

  • Rblpapi

    R package interfacing the Bloomberg API from https://www.bloomberglabs.com/api/

  • dggridR

    Discrete Global Grids for R: Spatial Analysis Done Right

  • cppRouting

    Algorithms for Routing and Solving the Traffic Assignment Problem

  • BTM

    Biterm Topic Modelling for Short Text with R (by bnosac)

  • rgl

    rgl is a 3D visualization system based on OpenGL. It provides a medium to high level interface for use in R, currently modelled on classic R graphics, with extensions to allow for interaction. (by dmurdoch)

  • redist

    Simulation methods for legislative redistricting.

    • Project mention: Supreme Court allows for Louisiana congressional map to be redrawn to add another majority-Black district | /r/news | 2023-06-26

  • re2

    R interface to Google re2 (C++) regular expression engine (by girishji)

  • SaaSHub

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NOTE: The open source projects on this list are ordered by number of github stars. The number of mentions indicates repo mentiontions in the last 12 Months or since we started tracking (Dec 2020). The latest post mention was on 2023-06-29.

C++ R related posts

Index

What are some of the best open-source R projects in C++? This list will help you:

Project Stars
1 LightGBM 16,025
2 Rcpp 723
3 readxl 719
4 vroom 608
5 terra 515
6 GPBoost 501
7 pdftools 497
8 odbc 377
9 Rblpapi 163
10 dggridR 152
11 cppRouting 97
12 BTM 88
13 rgl 82
14 redist 65
15 re2 25

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