Other packages > Find by keyword >

DMTL  

Tools for Applying Distribution Mapping Based Transfer Learning
View on CRAN: Click here


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

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

Install by package version:
library("remotes")
install_version("DMTL", "0.1.2")



Attach the package and use:
library("DMTL")
Maintained by
Saugato Rahman Dhruba
[Scholar Profile | Author Map]
First Published: 2021-02-18
Latest Update: 2021-02-18
Description:
Implementation of a transfer learning framework employing distribution mapping based domain transfer. Uses the renowned concept of histogram matching (see Gonzalez and Fittes (1977) , Gonzalez and Woods (2008) ) and extends it to include distribution measures like kernel density estimates (KDE; see Wand and Jones (1995) , Jones et al. (1996)
How to cite:
Saugato Rahman Dhruba (2021). DMTL: Tools for Applying Distribution Mapping Based Transfer Learning. R package version 0.1.2, https://cran.r-project.org/web/packages/DMTL. Accessed 11 May. 2025.
Previous versions and publish date:
No previous versions
Other packages that cited DMTL R package
View DMTL citation profile
Other R packages that DMTL depends, imports, suggests or enhances
Complete documentation for DMTL
Functions, R codes and Examples using the DMTL R package
Some associated functions: DMTL . EN_predict . RF_predict . SVM_predict . confined . dist_match . estimate_cdf . match_func . norm01 . norm_data . performance . zscore . 
Some associated R codes: dist_match.R . dist_match_trans_learn.R . estimate_cdf.R . lambda_functions.R . predictive_modeling.R .  Full DMTL package functions and examples
Downloads during the last 30 days
04/1104/1204/1304/1404/1504/1604/1704/1804/1904/2004/2104/2204/2304/2404/2504/2604/2704/2804/2904/3005/0105/0205/0305/0405/0505/0605/0705/0805/09Downloads for DMTL02468101214161820222426TrendBars

Today's Hot Picks in Authors and Packages

cliapp  
Create Rich Command Line Applications
Create rich command line applications, with colors, headings, lists, alerts, progress bars, etc. It ...
Download / Learn more Package Citations See dependency  
bootImpute  
Bootstrap Inference for Multiple Imputation
Bootstraps and imputes incomplete datasets. Then performs inference on estimates obtained from analy ...
Download / Learn more Package Citations See dependency  
betaSandwich  
Robust Confidence Intervals for Standardized Regression Coefficients
Generates robust confidence intervals for standardized regression coefficients using heteroskedasti ...
Download / Learn more Package Citations See dependency  
strategicplayers  
Strategic Players
Identifies individuals in a social network who should be the intervention subjects for a network int ...
Download / Learn more Package Citations See dependency  
PhySortR  
A Fast, Flexible Tool for Sorting Phylogenetic Trees
Screens and sorts phylogenetic trees in both traditional and extended Newick format. Allows for the ...
Download / Learn more Package Citations See dependency  
quickcode  
Quick and Essential 'R' Tricks for Better Scripts
The NOT functions, 'R' tricks and a compilation of some simple quick plus often used 'R' codes to im ...
Download / Learn more Package Citations See dependency  

24,223

R Packages

207,311

Dependencies

65,402

Author Associations

24,224

Publication Badges

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