|
r-tensorflow
|
public |
Interface to 'TensorFlow' <https://www.tensorflow.org/>, an open source software library for numerical computation using data flow graphs. Nodes in the graph represent mathematical operations, while the graph edges represent the multidimensional data arrays (tensors) communicated between them. The flexible architecture allows you to deploy computation to one or more 'CPUs' or 'GPUs' in a desktop, server, or mobile device with a single 'API'. 'TensorFlow' was originally developed by researchers and engineers working on the Google Brain Team within Google's Machine Intelligence research organization for the purposes of conducting machine learning and deep neural networks research, but the system is general enough to be applicable in a wide variety of other domains as well.
|
2025-03-25 |
|
r-strucchange
|
public |
Testing, monitoring and dating structural changes in (linear) regression models. strucchange features tests/methods from the generalized fluctuation test framework as well as from the F test (Chow test) framework. This includes methods to fit, plot and test fluctuation processes (e.g., CUSUM, MOSUM, recursive/moving estimates) and F statistics, respectively. It is possible to monitor incoming data online using fluctuation processes. Finally, the breakpoints in regression models with structural changes can be estimated together with confidence intervals. Emphasis is always given to methods for visualizing the data.
|
2025-03-25 |
|
r-stringr
|
public |
A consistent, simple and easy to use set of wrappers around the fantastic 'stringi' package. All function and argument names (and positions) are consistent, all functions deal with "NA"'s and zero length vectors in the same way, and the output from one function is easy to feed into the input of another.
|
2025-03-25 |
|
r-stabledist
|
public |
Density, Probability and Quantile functions, and random number generation for (skew) stable distributions, using the parametrizations of Nolan.
|
2025-03-25 |
|
r-sparklyr
|
public |
R interface to Apache Spark, a fast and general engine for big data processing, see <http://spark.apache.org>. This package supports connecting to local and remote Apache Spark clusters, provides a 'dplyr' compatible back-end, and provides an interface to Spark's built-in machine learning algorithms.
|
2025-03-25 |
|
r-shinydashboard
|
public |
Create dashboards with 'Shiny'. This package provides a theme on top of 'Shiny', making it easy to create attractive dashboards.
|
2025-03-25 |
|
r-shinycssloaders
|
public |
Create a lightweight Shiny wrapper for the css-loaders created by Luke Hass <https://github.com/lukehaas/css-loaders>. Wrapping a Shiny output will automatically show a loader when the output is (re)calculating.
|
2025-03-25 |
|
r-shiny
|
public |
Makes it incredibly easy to build interactive web applications with R. Automatic "reactive" binding between inputs and outputs and extensive prebuilt widgets make it possible to build beautiful, responsive, and powerful applications with minimal effort.
|
2025-03-25 |
|
r-sfsmisc
|
public |
Useful utilities ['goodies'] from Seminar fuer Statistik ETH Zurich, some of which were ported from S-plus in the 1990's. For graphics, have pretty (Log-scale) axes, an enhanced Tukey-Anscombe plot, combining histogram and boxplot, 2d-residual plots, a 'tachoPlot()', pretty arrows, etc. For robustness, have a robust F test and robust range(). For system support, notably on Linux, provides 'Sys.*()' functions with more access to system and CPU information. Finally, miscellaneous utilities such as simple efficient prime numbers, integer codes, Duplicated(), toLatex.numeric() and is.whole().
|
2025-03-25 |
|
r-selectr
|
public |
Translates a CSS3 selector into an equivalent XPath expression. This allows us to use CSS selectors when working with the XML package as it can only evaluate XPath expressions. Also provided are convenience functions useful for using CSS selectors on XML nodes. This package is a port of the Python package 'cssselect' (<https://cssselect.readthedocs.io/>).
|
2025-03-25 |
|
r-sandwich
|
public |
Model-robust standard error estimators for cross-sectional, time series, clustered, panel, and longitudinal data.
|
2025-03-25 |
|
r-rvest
|
public |
Wrappers around the 'xml2' and 'httr' packages to make it easy to download, then manipulate, HTML and XML.
|
2025-03-25 |
|
r-rversions
|
public |
Query the main 'R' 'SVN' repository to find the versions 'r-release' and 'r-oldrel' refer to, and also all previous 'R' versions and their release dates.
|
2025-03-25 |
|
r-rstudioapi
|
public |
Access the RStudio API (if available) and provide informative error messages when it's not.
|
2025-03-25 |
|
r-rsconnect
|
public |
Programmatic deployment interface for 'RPubs', 'shinyapps.io', and 'RStudio Connect'. Supported content types include R Markdown documents, Shiny applications, Plumber APIs, plots, and static web content.
|
2025-03-25 |
|
r-rprojroot
|
public |
Robust, reliable and flexible paths to files below a project root. The 'root' of a project is defined as a directory that matches a certain criterion, e.g., it contains a certain regular file.
|
2025-03-25 |
|
r-rmarkdown
|
public |
Convert R Markdown documents into a variety of formats.
|
2025-03-25 |
|
r-rlist
|
public |
Provides a set of functions for data manipulation with list objects, including mapping, filtering, grouping, sorting, updating, searching, and other useful functions. Most functions are designed to be pipeline friendly so that data processing with lists can be chained.
|
2025-03-25 |
|
r-rjdbc
|
public |
The RJDBC package is an implementation of R's DBI interface using JDBC as a back-end. This allows R to connect to any DBMS that has a JDBC driver.
|
2025-03-25 |
|
r-rex
|
public |
A friendly interface for the construction of regular expressions.
|
2025-03-25 |
|
r-reprex
|
public |
Convenience wrapper that uses the 'rmarkdown' package to render small snippets of code to target formats that include both code and output. The goal is to encourage the sharing of small, reproducible, and runnable examples on code-oriented websites, such as <https://stackoverflow.com> and <https://github.com>, or in email. The user's clipboard is the default source of input code and the default target for rendered output. 'reprex' also extracts clean, runnable R code from various common formats, such as copy/paste from an R session.
|
2025-03-25 |
|
r-repr
|
public |
String and binary representations of objects for several formats / mime types.
|
2025-03-25 |
|
r-rematch
|
public |
A small wrapper on 'regexpr' to extract the matches and captured groups from the match of a regular expression to a character vector.
|
2025-03-25 |
|
r-recipes
|
public |
An extensible framework to create and preprocess design matrices. Recipes consist of one or more data manipulation and analysis "steps". Statistical parameters for the steps can be estimated from an initial data set and then applied to other data sets. The resulting design matrices can then be used as inputs into statistical or machine learning models.
|
2025-03-25 |
|
r-rcolorbrewer
|
public |
Provides color schemes for maps (and other graphics) designed by Cynthia Brewer as described at http://colorbrewer2.org
|
2025-03-25 |
|
r-rbokeh
|
public |
A native R plotting library that provides a flexible declarative interface for creating interactive web-based graphics, backed by the Bokeh visualization library <http://bokeh.pydata.org/>.
|
2025-03-25 |
|
r-r6
|
public |
The R6 package allows the creation of classes with reference semantics, similar to R's built-in reference classes. Compared to reference classes, R6 classes are simpler and lighter-weight, and they are not built on S4 classes so they do not require the methods package. These classes allow public and private members, and they support inheritance, even when the classes are defined in different packages.
|
2025-03-25 |
|
r-qvcalc
|
public |
Functions to compute quasi variances and associated measures of approximation error.
|
2025-03-25 |
|
r-quantmod
|
public |
Specify, build, trade, and analyse quantitative financial trading strategies.
|
2025-03-25 |
|
r-psych
|
public |
A general purpose toolbox for personality, psychometric theory and experimental psychology. Functions are primarily for multivariate analysis and scale construction using factor analysis, principal component analysis, cluster analysis and reliability analysis, although others provide basic descriptive statistics. Item Response Theory is done using factor analysis of tetrachoric and polychoric correlations. Functions for analyzing data at multiple levels include within and between group statistics, including correlations and factor analysis. Functions for simulating and testing particular item and test structures are included. Several functions serve as a useful front end for structural equation modeling. Graphical displays of path diagrams, factor analysis and structural equation models are created using basic graphics. Some of the functions are written to support a book on psychometric theory as well as publications in personality research. For more information, see the <https://personality-project.org/r> web page.
|
2025-03-25 |
|
r-proto
|
public |
An object oriented system using object-based, also called prototype-based, rather than class-based object oriented ideas.
|
2025-03-25 |
|
r-profilemodel
|
public |
profileModel provides tools that can be used to calculate, evaluate, plot and use for inference the profiles of *arbitrary* inference functions for *arbitrary* 'glm'-like fitted models with linear predictors.
|
2025-03-25 |
|
r-praise
|
public |
Build friendly R packages that praise their users if they have done something good, or they just need it to feel better.
|
2025-03-25 |
|
r-plumber
|
public |
Gives the ability to automatically generate and serve an HTTP API from R functions using the annotations in the R documentation around your functions.
|
2025-03-25 |
|
r-plogr
|
public |
A simple header-only logging library for C++. Add 'LinkingTo: plogr' to 'DESCRIPTION', and '#include <plogr.h>' in your C++ modules to use it.
|
2025-03-25 |
|
r-pkgconfig
|
public |
Set configuration options on a per-package basis. Options set by a given package only apply to that package, other packages are unaffected.
|
2025-03-25 |
|
r-pillar
|
public |
Provides a 'pillar' generic designed for formatting columns of data using the full range of colours provided by modern terminals.
|
2025-03-25 |
|
r-perm
|
public |
Perform Exact or Asymptotic permutation tests
|
2025-03-25 |
|
r-pbkrtest
|
public |
Test in mixed effects models. Attention is on mixed effects models as implemented in the 'lme4' package. This package implements a parametric bootstrap test and a Kenward Roger modification of F-tests for linear mixed effects models and a parametric bootstrap test for generalized linear mixed models.
|
2025-03-25 |
|
r-packrat
|
public |
Manage the R packages your project depends on in an isolated, portable, and reproducible way.
|
2025-03-25 |
|
r-odbc
|
public |
A DBI-compatible interface to ODBC databases.
|
2025-03-25 |
|
r-numderiv
|
public |
Methods for calculating (usually) accurate numerical first and second order derivatives. Accurate calculations are done using 'Richardson''s' extrapolation or, when applicable, a complex step derivative is available. A simple difference method is also provided. Simple difference is (usually) less accurate but is much quicker than 'Richardson''s' extrapolation and provides a useful cross-check. Methods are provided for real scalar and vector valued functions.
|
2025-03-25 |
|
r-nlp
|
public |
Basic classes and methods for Natural Language Processing.
|
2025-03-25 |
|
r-munsell
|
public |
Provides easy access to, and manipulation of, the Munsell colours. Provides a mapping between Munsell's original notation (e.g. "5R 5/10") and hexadecimal strings suitable for use directly in R graphics. Also provides utilities to explore slices through the Munsell colour tree, to transform Munsell colours and display colour palettes.
|
2025-03-25 |
|
r-multcomp
|
public |
Simultaneous tests and confidence intervals for general linear hypotheses in parametric models, including linear, generalized linear, linear mixed effects, and survival models. The package includes demos reproducing analyzes presented in the book "Multiple Comparisons Using R" (Bretz, Hothorn, Westfall, 2010, CRC Press).
|
2025-03-25 |
|
r-modeltools
|
public |
A collection of tools to deal with statistical models. The functionality is experimental and the user interface is likely to change in the future. The documentation is rather terse, but packages `coin' and `party' have some working examples. However, if you find the implemented ideas interesting we would be very interested in a discussion of this proposal. Contributions are more than welcome!
|
2025-03-25 |
|
r-modelr
|
public |
Functions for modelling that help you seamlessly integrate modelling into a pipeline of data manipulation and visualisation.
|
2025-03-25 |
|
r-misctools
|
public |
Miscellaneous small tools and utilities. Many of them facilitate the work with matrices, e.g. inserting rows or columns, creating symmetric matrices, or checking for semidefiniteness. Other tools facilitate the work with regression models, e.g. extracting the standard errors, obtaining the number of (estimated) parameters, or calculating R-squared values.
|
2025-03-25 |
|
r-miniui
|
public |
Provides UI widget and layout functions for writing Shiny apps that work well on small screens.
|
2025-03-25 |
|
r-memoise
|
public |
Cache the results of a function so that when you call it again with the same arguments it returns the pre-computed value.
|
2025-03-25 |
