sitmo - Parallel Pseudo Random Number Generator (PPRNG) 'sitmo' Header Files

Provided within are two high quality and fast PPRNGs that may be used in an 'OpenMP' parallel environment. In addition, there is a generator for one dimensional low-discrepancy sequence. The objective of this library to consolidate the distribution of the 'sitmo' (C++98 & C++11), 'threefry' and 'vandercorput' (C++11-only) engines on CRAN by enabling others to link to the header files inside of 'sitmo' instead of including a copy of each engine within their individual package. Lastly, the package contains example implementations using the 'sitmo' package and three accompanying vignette that provide additional information.

Last updated 1 years ago

parallelrandom-generationrcpp

9.73 score 7 stars 191 packages 15 scripts 30k downloads

searcher - Query Search Interfaces

Provides a search interface to look up terms on 'Google', 'Bing', 'DuckDuckGo', 'Startpage', 'Ecosia', 'rseek', 'Twitter', 'StackOverflow', 'RStudio Community', 'GitHub', and 'BitBucket'. Upon searching, a browser window will open with the aforementioned search results.

Last updated 2 months ago

automaticerror-handlingerror-messagessearch-enginesearch-portals

8.17 score 72 stars 3 packages 19 scripts 475 downloads

RcppEnsmallen - Header-Only C++ Mathematical Optimization Library for 'Armadillo'

'Ensmallen' is a templated C++ mathematical optimization library (by the 'MLPACK' team) that provides a simple set of abstractions for writing an objective function to optimize. Provided within are various standard and cutting-edge optimizers that include full-batch gradient descent techniques, small-batch techniques, gradient-free optimizers, and constrained optimization. The 'RcppEnsmallen' package includes the header files from the 'Ensmallen' library and pairs the appropriate header files from 'armadillo' through the 'RcppArmadillo' package. Therefore, users do not need to install 'Ensmallen' nor 'Armadillo' to use 'RcppEnsmallen'. Note that 'Ensmallen' is licensed under 3-Clause BSD, 'Armadillo' starting from 7.800.0 is licensed under Apache License 2, 'RcppArmadillo' (the 'Rcpp' bindings/bridge to 'Armadillo') is licensed under the GNU GPL version 2 or later. Thus, 'RcppEnsmallen' is also licensed under similar terms. Note that 'Ensmallen' requires a compiler that supports 'C++11' and 'Armadillo' 9.800 or later.

Last updated 9 months ago

armadillocpp11ensmallenoptimizationrcpprcpparmadillo

7.51 score 30 stars 12 packages 1 scripts 1.0k downloads

cetcolor - CET Perceptually Uniform Colour Maps

Collection of perceptually uniform colour maps made by Peter Kovesi (2015) "Good Colour Maps: How to Design Them" <arXiv:1509.03700> at the Centre for Exploration Targeting (CET).

Last updated 1 years ago

cetcolor-palettescolor-scheme

6.00 score 31 stars 65 scripts 240 downloads

visualize - Graph Probability Distributions with User Supplied Parameters and Statistics

Graphs the pdf or pmf and highlights what area or probability is present in user defined locations. Visualize is able to provide lower tail, bounded, upper tail, and two tail calculations. Supports strict and equal to inequalities. Also provided on the graph is the mean and variance of the distribution.

Last updated 1 years ago

graphprobability-distribution

5.65 score 4 stars 82 scripts 4.6k downloads

rgen - Random Sampling Distribution C++ Routines for Armadillo

Provides popular sampling distributions C++ routines based in armadillo through a header file approach.

Last updated 1 years ago

armadillorandom-distributionsrcpprcpparmadillo

5.38 score 4 stars 4 packages 1 scripts 230 downloads

errorist - Automatically Search Errors or Warnings

Provides environment hooks that obtain errors and warnings which occur during the execution of code to automatically search for solutions.

Last updated 1 years ago

error-handlingerrorsr-programmingsearch-enginewarnings

5.24 score 27 stars 13 scripts 221 downloads

surreal - Create Datasets with Hidden Images in Residual Plots

Implements the "Residual (Sur)Realism" algorithm described by Stefanski (2007) <doi:10.1198/000313007X190079> to generate datasets that reveal hidden images or messages in their residual plots. It offers both predefined datasets and tools to embed custom text or images into residual structures. Allowing users to create intriguing visual demonstrations for teaching model diagnostics.

Last updated 2 months ago

diagnostic-plotsresidual-analysisresiduals

4.57 score 15 stars 3 scripts 223 downloads

msos - Data Sets and Functions Used in Multivariate Statistics: Old School by John Marden

Multivariate Analysis methods and data sets used in John Marden's book Multivariate Statistics: Old School (2015) <ISBN:978-1456538835>. This also serves as a companion package for the STAT 571: Multivariate Analysis course offered by the Department of Statistics at the University of Illinois at Urbana-Champaign ('UIUC').

Last updated 1 years ago

multivariatestatistics

4.13 score 3 stars 1 packages 30 scripts 230 downloads

jjb - Balamuta Miscellaneous

Set of common functions used for manipulating colors, detecting and interacting with 'RStudio', modeling, formatting, determining users' operating system, feature scaling, and more!

Last updated 1 years ago

3.97 score 2 stars 1 packages 31 scripts 216 downloads

ucimlrepo - Explore UCI ML Repository Datasets

Find and import datasets from the University of California Irvine Machine Learning (UCI ML) Repository into R. Supports working with data from UCI ML repository inside of R scripts, notebooks, and 'Quarto'/'RMarkdown' documents. Access the UCI ML repository directly at <https://archive.ics.uci.edu/>.

Last updated 3 months ago

datadata-sciencemachine-learningstatisticsuci-machine-learninguci-machine-learning-repositoryweb-api

3.95 score 6 stars 5 scripts 266 downloads