Other packages > Find by keyword >

mlr3fda  

Extending 'mlr3' to Functional Data Analysis
View on CRAN: Click here


Download and install mlr3fda package within the R console
Install from CRAN:
install.packages("mlr3fda")

Install from Github:
library("remotes")
install_github("cran/mlr3fda")

Install by package version:
library("remotes")
install_version("mlr3fda", "0.2.0")



Attach the package and use:
library("mlr3fda")
Maintained by
Sebastian Fischer
[Scholar Profile | Author Map]
First Published: 2024-04-04
Latest Update: 2024-04-09
Description:
Extends the 'mlr3' ecosystem to functional analysis by adding support for irregular and regular functional data as defined in the 'tf' package. The package provides 'PipeOps' for preprocessing functional columns and for extracting scalar features, thereby allowing standard machine learning algorithms to be applied afterwards. Available operations include simple functional features such as the mean or maximum, smoothing, interpolation, flattening, and functional 'PCA'.
How to cite:
Sebastian Fischer (2024). mlr3fda: Extending 'mlr3' to Functional Data Analysis. R package version 0.2.0, https://cran.r-project.org/web/packages/mlr3fda. Accessed 21 Feb. 2025.
Previous versions and publish date:
0.1.0 (2024-04-04 19:23), 0.1.1 (2024-04-09 13:40), 0.1.2 (2024-05-30 08:00)
Other packages that cited mlr3fda R package
View mlr3fda citation profile
Other R packages that mlr3fda depends, imports, suggests or enhances
Complete documentation for mlr3fda
Functions, R codes and Examples using the mlr3fda R package
Full mlr3fda package functions and examples
Downloads during the last 30 days
01/2201/2301/2401/2501/2601/2701/2801/2901/3001/3102/0102/0202/0302/0402/0502/0602/0702/0802/0902/1002/1102/1202/1302/1402/1502/1602/1702/1802/19Downloads for mlr3fda1015202530354045TrendBars
Get rewarded with contribution points by helping add
Reviews / comments / questions /suggestions ↴↴↴

Today's Hot Picks in Authors and Packages

PCLassoReg  
Group Regression Models for Risk Protein Complex Identification
Two protein complex-based group regression models (PCLasso and PCLasso2) for risk protein complex id ...
Download / Learn more Package Citations See dependency  
nextGenShinyApps  
Craft Exceptional 'R Shiny' Applications and Dashboards with Novel Responsive Tools
Nove responsive tools for designing and developing 'Shiny' dashboards and applications. The scripts ...
Download / Learn more Package Citations See dependency  
BTdecayLasso  
Bradley-Terry Model with Exponential Time Decayed Log-Likelihood and Adaptive Lasso
We utilize the Bradley-Terry Model to estimate the abilities of teams using paired comparison data. ...
Download / Learn more Package Citations See dependency  
divDyn  
Diversity Dynamics using Fossil Sampling Data
Functions to describe sampling and diversity dynamics of fossil occurrence datasets (e.g. from the P ...
Download / Learn more Package Citations See dependency  
gorpiper  
GORpipe Tool for R
R library for executing GOR queries using local GORpipe. ...
Download / Learn more Package Citations See dependency  
GEint  
Misspecified Models for Gene-Environment Interaction
The first major functionality is to compute the bias in misspecified linear gene-environment interac ...
Download / Learn more Package Citations See dependency  

23,712

R Packages

205,795

Dependencies

64,332

Author Associations

23,631

Publication Badges

© Copyright since 2022. All right reserved, rpkg.net.  Based in Cambridge, Massachusetts, USA