Package: rvfl 0.3.0

T. Moudiki

rvfl: Random Vector Functional Link Networks

Random Vector Functional Link Networks.

Authors:T. Moudiki [aut, cre]

rvfl_0.3.0.tar.gz
rvfl_0.3.0.zip(r-4.7-any)rvfl_0.3.0.zip(r-4.6-any)rvfl_0.3.0.zip(r-4.5-any)
rvfl_0.3.0.tgz(r-4.6-any)rvfl_0.3.0.tgz(r-4.5-any)
rvfl_0.3.0.tar.gz(r-4.7-any)rvfl_0.3.0.tar.gz(r-4.6-any)
rvfl_0.3.0.tgz(r-4.6-emscripten)
manual.pdf |manual.html✨
DESCRIPTION
card.svg |card.png
rvfl/json (API)

# Install 'rvfl' in R:
install.packages('rvfl', repos = c('https://techtonique.r-universe.dev', 'https://cloud.r-project.org'))

Bug tracker:https://github.com/thierrymoudiki/rvfl/issues

On CRAN:

Conda:

4.19 score 13 scripts 19 exports 11 dependencies

Last updated from:969c9fd93d. Checks:7 WARNING, 2 OK. Indexed: no.

TargetResultTimeFilesSyslog
linux-develWARNING147
source / vignettesOK287
linux-releaseWARNING121
macos-releaseWARNING114
macos-oldrelWARNING118
windows-develWARNING76
windows-releaseWARNING95
windows-oldrelWARNING72
wasm-releaseOK120

Exports:calibmodelcalibmodel.formulacoef.rvflcreate_data_partitioncreate_new_predictorsdropout_layerfitted.rvflkrvflplot.rvflpredict.rvflprint.summary.rvflresiduals.rvflrvflrvfl.formularvfl.matrixrvfl2select_ridge_lambdasimulate.rvflsummary.rvfl

Dependencies:curljsonlitelatticequadprogquantmodrandtoolboxrngWELLtseriesTTRxtszoo

Ridge model
Example 1: MPG Prediction (mtcars dataset) | Load and prepare data | Fit models | Example 2: Boston Housing Price Prediction | Example 3: Economic Indicators (Longley dataset) | Example 4: US Crime Rate Analysis | Example 5: Car Price Analysis (Cars93 dataset)
Rendered fromridgemodel_summary_plot.Rmdusingknitr::rmarkdown

Last update: 2026-04-23
Started: 2025-02-10

Ridge GLM model
Example 1: MPG Prediction (mtcars dataset) | Load and prepare data | Fit models | Make predictions | Compare predictions | Example 2: Boston Housing Price Prediction | Make predictions and compare | Example 3: Car Price Analysis (Cars93 dataset)
Rendered fromGLM.Rmdusingknitr::rmarkdown

Last update: 2026-04-22
Started: 2025-02-06

Ridge model
Example 1: MPG Prediction (mtcars dataset) | Load and prepare data | Fit models | Make predictions | Compare predictions | Example 2: Boston Housing Price Prediction | Make predictions and compare | Example 3: Economic Indicators (Longley dataset) | Example 4: US Crime Rate Analysis | Example 5: Car Price Analysis (Cars93 dataset)
Rendered fromridgemodel.Rmdusingknitr::rmarkdown

Last update: 2026-04-22
Started: 2025-02-05

Ridge model
Example 1: MPG Prediction (mtcars dataset) | Load and prepare data | Fit models | Example 2: Boston Housing Price Prediction | Example 3: Economic Indicators (Longley dataset) | Example 4: US Crime Rate Analysis | Example 5: Car Price Analysis (Cars93 dataset)
Rendered fromrvfl_summary_plot.Rmdusingknitr::rmarkdown

Last update: 2026-04-22
Started: 2025-02-10

RVFL model for univariate time series
Rendered fromtsrvfl.Rmdusingknitr::rmarkdown

Last update: 2026-04-22
Started: 2025-07-21

Zero-inflated GLM model (plus other models)
Example
Rendered fromzeroinfl.Rmdusingknitr::rmarkdown

Last update: 2025-03-31
Started: 2025-03-31

Ridge GLM Gamma model
Example 1: MPG Prediction (mtcars dataset) | Load and prepare data | Fit models | Make predictions | Compare predictions | Example 2: Boston Housing Price Prediction | Make predictions and compare | Example 3: Car Price Analysis (Cars93 dataset)
Rendered fromGLMGamma.Rmdusingknitr::rmarkdown

Last update: 2025-03-31
Started: 2025-02-06

Ridge model (bootstrap) model
Example 1: MPG Prediction (mtcars dataset) | Load and prepare data | Fit models | Make predictions | Compare predictions | Example 2: Boston Housing Price Prediction | Make predictions and compare | Example 3: Economic Indicators (Longley dataset) | Example 4: US Crime Rate Analysis | Example 5: Car Price Analysis (Cars93 dataset)
Rendered frombootstrap.Rmdusingknitr::rmarkdown

Last update: 2025-03-31
Started: 2025-02-06

Ridge model (surrogate) model
Example 1: MPG Prediction (mtcars dataset) | Load and prepare data | Fit models | Make predictions | Compare predictions | Example 2: Boston Housing Price Prediction | Make predictions and compare | Example 3: Economic Indicators (Longley dataset) | Example 4: US Crime Rate Analysis | Example 5: Car Price Analysis (Cars93 dataset)
Rendered fromsurrogate.Rmdusingknitr::rmarkdown

Last update: 2025-03-31
Started: 2025-02-06

Ridge NNET model
Example 1: MPG Prediction (mtcars dataset) | Load and prepare data | Fit models | Make predictions | Compare predictions | Example 2: Boston Housing Price Prediction | Make predictions and compare
Rendered fromnnet.Rmdusingknitr::rmarkdown

Last update: 2025-03-31
Started: 2025-02-06

RVFL model
Example 1: MPG Prediction (mtcars dataset) | Load and prepare data | Fit models | Make predictions | Compare predictions | Example 2: Boston Housing Price Prediction | Make predictions and compare | Compare different activation functions | Simulation plots
Rendered fromrvfl.Rmdusingknitr::rmarkdown

Last update: 2025-03-31
Started: 2025-02-07

SVM model
Example 1: MPG Prediction (mtcars dataset) | Load and prepare data | Fit models | Make predictions | Compare predictions | Example 2: Boston Housing Price Prediction | Make predictions and compare | Example 3: Car Price Analysis (Cars93 dataset)
Rendered fromsvm.Rmdusingknitr::rmarkdown

Last update: 2025-03-31
Started: 2025-02-06