GlmSimulatoR - Creates Ideal Data for Generalized Linear Models
Creates ideal data for all distributions in the generalized linear model framework.
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5.17 score 1 stars 59 scripts 361 downloads
dann - Discriminant Adaptive Nearest Neighbor Classification
Discriminant Adaptive Nearest Neighbor Classification is a variation of k nearest neighbors where the shape of the neighborhood is data driven. The neighborhood is elongated along class boundaries and shrunk in the orthogonal direction. This package implements dann and sub_dann from Hastie (1996) <https://web.stanford.edu/~hastie/Papers/dann_IEEE.pdf>.
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openblascppopenmp
4.16 score 1 dependents 32 scripts 508 downloads
tidydann - Add the 'dann' Model and the 'sub_dann' Model to the 'tidymodels' Ecosystem
Provides model specifications and tuning parameters that make the models in the 'dann' package available to the 'tidymodels' ecosystem. Models based on Hastie (1996) <https://web.stanford.edu/~hastie/Papers/dann_IEEE.pdf>.
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3.30 score 313 downloadsextendedFamily - Additional Families for Generalized Linear Models
Creates family objects identical to stats family but for new links.
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2.70 score 6 scripts 370 downloads