Community
Open Source
We are enthusiastic about open source software and the R universe. This is a list of projects that are authored or maintained by members of our team.
Database
Machine learning
-
mlr3: ML in R - next generation
Efficient, object-oriented programming on the building blocks of machine learning. The package is geared towards scalability and larger datasets.
Website CRAN -
Spatio-temporal resampling
The mlr3spatiotempcv package extends the mlr3 package framework with spatiotemporal resampling and visualization methods.
Website
Statistics
-
Odds ratio calculation
Simplified odds ratio calculation for GAM(M)s and GLM(M)s. Provides structured output of all predictors and their corresponding odds ratios.
Website CRAN -
Spatial error estimation
Implements error estimation and variable importance measures for predictive models using spatial cross-validation and spatial block bootstrap.
Website CRAN
-
wrswoR: random sampling
A collection of implementations of classical and novel algorithms for weighted random sampling without replacement.
CRAN
Time series
-
Class-agnostic time series in R
tsbox proides a set of tools that are agnostic towards the existing standards. The tools also allow you to handle time series as plain data frames.
Website CRAN -
Seasonal adjustment by X-13
The seasonal package is an interface to X-13-ARIMA-SEATS, the seasonal adjustment software by the US Census Bureau. x13binary provides the binaries.
Website CRAN
-
Temporal disaggregation
Temporal disaggregation methods are used to disaggregate and interpolate a low frequency time series to a higher frequency series.
CRAN -
dataseries: Swiss open data
dataseries.org provides a structured collection of many of the relevant data series for Switzerland, automatically updated from various sources.
Website CRAN
Convenience
-
tibble: simple data frames
Tibbles are a modern reimagining of the data.frame, keeping what time has proven to be effective, and throwing out what is not.
Website CRAN -
here: a simple way to find files
Two related packages to provide a simpler way to find your files. The 'root' of a project is defined as a directory that matches a certain criterion.
Website CRAN
-
tv: data frames in the browser
The tv package lively displays data frames during data analysis. It modifies the print method of data frames to also appear in a browser or in the view pane of RStudio.
GitHub
Development
-
fledge: simplified versioning
Wings for your R packages: Streamline the process of versioning R packages. Update your change log with relevant information from recent commit messages.
Website -
plogr: logging library for C++
Provides the header files for a stripped-down version of the plog header-only C++ logging library, and a method to log to R's standard error stream.
CRAN
-
profile + gprofiler: profiling in R
Defines a data structure for profiler data, and methods to read and write from the 'Rprof' and 'pprof' file formats.
CRAN CRAN -
Continuous integration in R
Enhance and simplify working with continuous integration (CI) systems for R projects with tic, travis, circle and r-appveyor.
Website