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Designed with a dual purpose of accurately estimating the mode (or modes) as well as characterizing the modality of data. The specific application area includes complex or mixture distributions particularly in a big data environment. The heterogeneous nature of (big) data may require deep introspective statistical and machine learning techniques, but these statistical tools often fail when applied without first understanding the data. In small datasets, this often isn't a big issue, but when dealing with large scale data analysis or big data thoroughly inspecting each dimension typically yields an O(n^n-1) problem. As such, dealing with big data require an alternative toolkit. This package not only identifies the mode or modes for various data types, it also provides a programmatic way of understanding the modality (i.e. unimodal, bimodal, etc.) of a dataset (whether it's big data or not). See <http://www.sdeevi.com/modes_package> for examples and discussion.

copied from cf-staging / r-modes
Type Size Name Uploaded Downloads Labels
conda 55.1 kB | noarch/r-modes-0.7.0-r43hc72bb7e_1004.conda  1 year and 5 months ago 835 main
conda 55.4 kB | noarch/r-modes-0.7.0-r42hc72bb7e_1004.conda  1 year and 5 months ago 857 main
conda 56.2 kB | noarch/r-modes-0.7.0-r42hc72bb7e_1003.tar.bz2  2 years and 1 month ago 1269 main
conda 56.1 kB | noarch/r-modes-0.7.0-r41hc72bb7e_1003.tar.bz2  2 years and 1 month ago 1229 main
conda 55.0 kB | noarch/r-modes-0.7.0-r41hc72bb7e_1002.tar.bz2  3 years and 6 months ago 1889 main
conda 54.9 kB | noarch/r-modes-0.7.0-r40hc72bb7e_1002.tar.bz2  3 years and 6 months ago 1900 main
conda 54.5 kB | noarch/r-modes-0.7.0-r40h6115d3f_1002.tar.bz2  4 years and 7 months ago 2735 main
conda 54.8 kB | noarch/r-modes-0.7.0-r36h6115d3f_1002.tar.bz2  4 years and 7 months ago 2724 main
conda 54.0 kB | noarch/r-modes-0.7.0-r35h6115d3f_1001.tar.bz2  5 years and 4 months ago 3650 main cf202003
conda 54.5 kB | noarch/r-modes-0.7.0-r36h6115d3f_1001.tar.bz2  5 years and 4 months ago 3596 main cf202003
conda 53.6 kB | noarch/r-modes-0.7.0-r351h6115d3f_1000.tar.bz2  5 years and 11 months ago 4125 main cf202003 gcc7 cf201901
conda 54.1 kB | noarch/r-modes-0.7.0-r351h6115d3f_0.tar.bz2  5 years and 11 months ago 4117 main cf202003 gcc7 cf201901

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