C++ R

Open-source C++ projects categorized as R Edit details

Top 11 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: What's New with AWS: Amazon SageMaker built-in algorithms now provides four new Tabular Data Modeling Algorithms | dev.to | 2022-06-28

    LightGBM is a popular and high-performance open-source implementation of the Gradient Boosting Decision Tree (GBDT). To learn how to use this algorithm, please see example notebooks for Classification and Regression.

  • rstan

    RStan, the R interface to Stan

    Project mention: Time series tutorial series | reddit.com/r/learnmachinelearning | 2022-04-12

    If you're on Windows, there are extra hoop to jump through, I'm afraid https://github.com/stan-dev/rstan/wiki/

  • SonarQube

    Static code analysis for 29 languages.. Your projects are multi-language. So is SonarQube analysis. Find Bugs, Vulnerabilities, Security Hotspots, and Code Smells so you can release quality code every time. Get started analyzing your projects today for free.

  • readxl

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

    Project mention: error patch no exist how to resolve | reddit.com/r/rprogramming | 2021-12-18

    read_excel() can't handle URLs, there's been an open issue about this since 2017. You'll either have to download the file using a browser and then point read_excel() at the file path, or use something like curl and a temp file.

  • vroom

    Fast reading of delimited files

    Project mention: Read in from a CSV only those lines which meet a certain condition? | reddit.com/r/rstats | 2022-03-02

    Try Vroom

  • pdftools

    Text Extraction, Rendering and Converting of PDF Documents

    Project mention: Northfield First 3 Race Predictions | reddit.com/r/horseracing | 2021-09-18

    Learning python can be worthwhile, but just in case you didn't know there is a pdftools package for R that can be used to extract text & tables from pdfs. tabulizer is another package for pulling tables from pdfs & pdfimager can extract figures.

  • terra

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

    Project mention: GIS in R | reddit.com/r/rstats | 2022-06-19

    Terra is very fast and worth looking into

  • GPBoost

    Combining tree-boosting with Gaussian process and mixed effects models

  • Scout APM

    Less time debugging, more time building. Scout APM allows you to find and fix performance issues with no hassle. Now with error monitoring and external services monitoring, Scout is a developer's best friend when it comes to application development.

  • dggridR

    Discrete Global Grids for R: Spatial Analysis Done Right

  • BTM

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

    Project mention: best text mining packages? | reddit.com/r/Rlanguage | 2021-07-05

    For brief description you can refer to the BTM repo. If you want to go into detail just read the paper on BTM which is also linked there. Otherwise i strongly suggest you to keep things tidy/stick with tidytext.

  • wasmr

    Execute WebAssembly from R using wasmer

  • re2

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

    Project mention: Just how widely accepted is tidyr/dplyr these days? | reddit.com/r/rprogramming | 2022-06-09

    Perl is fast for regex matching, but there is more to processing text than just regex and with parLapply you can parallelize the processing. You can also parallelize re2 and basically destroy Perl if your regex contains |.

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 2022-06-28.

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 13,945
2 rstan 867
3 readxl 648
4 vroom 556
5 pdftools 416
6 terra 346
7 GPBoost 330
8 dggridR 117
9 BTM 75
10 wasmr 67
11 re2 22
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