CRAN/E | DMTL

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 1154 days ago
Needs compilation? no
License GPL-3
CRAN checks DMTL results

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Maintainer

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

R ≥ 3.6

Imports

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