p-schaefer

Patrick Schaefer's repositories

bonsai

parsnip wrappers for tree-based models

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fastshap

Fast approximate Shapley values in R

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hydroweight

hydroweight R package

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ihydro

Integrated hydrology package for environmental science

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A fast, distributed, high performance gradient boosting (GBT, GBDT, GBRT, GBM or MART) framework based on decision tree algorithms, used for ranking, classification and many other machine learning tasks.

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LightGBMLSS

An extension of LightGBM to probabilistic modelling

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mixed-level_taxon

Resolving mixed-level taxonomies

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RWorkshop

For January 2017 OBBN Benthic Biomonitoring Meeting

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triplot

Triplot: Instance- and data-level explanations for the groups of correlated features.

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survival

Survival package for R