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oneclust

R-CMD-check CRAN Version Downloads from the RStudio CRAN mirror

Implements the maximum homogeneity clustering algorithm for one-dimensional data described in W. D. Fisher (1958) <doi:10.1080/01621459.1958.10501479> via dynamic programming.

Check vignette("oneclust") for its applications in feature engineering, regression modeling, and peak calling.

Installation

You can install oneclust from CRAN:

install.packages("oneclust")

Or try the development version from GitHub:

remotes::install_github("nanxstats/oneclust")

Feature engineering for high-cardinality categorical features

Grouping coefficients in regression models

Sequential data peak calling and segmentation

License

oneclust is free and open source software, licensed under GPL-3.

These binaries (installable software) and packages are in development.
They may not be fully stable and should be used with caution. We make no claims about them.