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opdisDownsampling  

Optimal Distribution Preserving Down-Sampling of Bio-Medical Data
View on CRAN: Click here


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

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

Install by package version:
library("remotes")
install_version("opdisDownsampling", "1.0.1")



Attach the package and use:
library("opdisDownsampling")
Maintained by
Jorn Lotsch
[Scholar Profile | Author Map]
First Published: 2021-03-25
Latest Update: 2023-12-13
Description:
An optimized method for distribution-preserving class-proportional down-sampling of bio-medical data.
How to cite:
Jorn Lotsch (2021). opdisDownsampling: Optimal Distribution Preserving Down-Sampling of Bio-Medical Data. R package version 1.0.1, https://cran.r-project.org/web/packages/opdisDownsampling. Accessed 05 May. 2025.
Previous versions and publish date:
0.1.0 (2021-03-25 09:40), 0.5.0 (2021-06-17 11:10), 0.6.0 (2021-08-08 16:10), 0.6.1 (2021-10-11 14:10), 0.7.0 (2021-10-18 14:30), 0.8.0 (2021-11-18 17:30), 0.8.1 (2021-12-21 18:50), 0.8.2 (2022-05-24 10:50), 0.8.3 (2023-12-13 13:10), 1.0 (2024-04-14 15:50)
Other packages that cited opdisDownsampling R package
View opdisDownsampling citation profile
Other R packages that opdisDownsampling depends, imports, suggests or enhances
Complete documentation for opdisDownsampling
Functions, R codes and Examples using the opdisDownsampling R package
Some associated functions: FlowcytometricData . GMMartificialData . opdisDownsampling . 
Some associated R codes: CompDistrib.R . EucDist.R . KullbLeiblKLD2.R . MakeReducedDataMat.R . SmoothDensHist1dim.R . amrdd.R . opdisDownsampling.R . relevant_PCAvariables.R .  Full opdisDownsampling package functions and examples
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