pyGAM library

GPTKB entity

Statements (28)
Predicate Object
gptkbp:instanceOf gptkb:software
gptkbp:author gptkb:Daniel_Servén
gptkbp:availableOn gptkb:PyPI
gptkbp:documentation https://pygam.readthedocs.io/
gptkbp:feature cross-validation
grid search
automatic smoothing parameter selection
interpretable models
partial dependence plots
custom basis functions
gptkbp:firstReleased 2017
https://www.w3.org/2000/01/rdf-schema#label pyGAM library
gptkbp:latestReleaseVersion 0.8.0
gptkbp:license gptkb:MIT_License
gptkbp:programmingLanguage gptkb:Python
gptkbp:purpose gptkb:Generalized_Additive_Models
gptkbp:repository https://github.com/dswah/pyGAM
gptkbp:supports gptkb:dictionary
regression
BinomialGAM
ExpGAM
GammaGAM
LinearGAM
LogisticGAM
PoissonGAM
spline smoothing
gptkbp:bfsParent gptkb:GAMs
gptkbp:bfsLayer 8