DMTL

Tools for Applying Distribution Mapping Based Transfer Learning

Installation

About

Implementation of a transfer learning framework employing distribution mapping based domain transfer. Uses the renowned concept of histogram matching (see Gonzalez and Fittes (1977) doi:10.1016/0094-114X(77)90062-3, 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)

github.com/dhruba018/DMTL

Key Metrics

Version	0.1.2
R	≥ 3.6
Published	2021-02-18 1164 days ago
Needs compilation?	no
License	GPL-3
CRAN checks	DMTL results

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Maintainer

Saugato Rahman Dhruba

dhruba018@gmail.com

Authors

Saugato Rahman Dhruba	aut / cre
Souparno Ghosh	ctb
Ranadip Pal	aut

Material

README
NEWS
Reference manual
Package source

macOS

r-release	arm64
r-oldrel	arm64
r-release	x86_64
r-oldrel	x86_64

Windows

r-devel	x86_64
r-release	x86_64
r-oldrel	x86_64

Depends

≥ 3.6

Imports

caret	≥ 6.0-86
glmnet	≥ 4.1
kernlab	≥ 0.9-29
ks	≥ 1.11.7
randomForest	≥ 4.6-14