Index A | B | C | D | E | F | G | I | L | M | N | O | P | S | T | V | W A Accuracy (class in pygam.callbacks) accuracy() (pygam.pygam.LogisticGAM method) B BinomialDist (class in pygam.distributions) build_columns() (pygam.terms.FactorTerm method) (pygam.terms.Intercept method) (pygam.terms.LinearTerm method) (pygam.terms.SplineTerm method) (pygam.terms.TensorTerm method) (pygam.terms.Term method) (pygam.terms.TermList method) build_constraints() (pygam.terms.FactorTerm method) (pygam.terms.Intercept method) (pygam.terms.LinearTerm method) (pygam.terms.SplineTerm method) (pygam.terms.TensorTerm method) (pygam.terms.Term method) (pygam.terms.TermList method) build_from_info() (pygam.terms.FactorTerm class method) (pygam.terms.Intercept class method) (pygam.terms.LinearTerm class method) (pygam.terms.SplineTerm class method) (pygam.terms.TensorTerm class method) (pygam.terms.Term class method) (pygam.terms.TermList class method) build_penalties() (pygam.terms.FactorTerm method) (pygam.terms.Intercept method) (pygam.terms.LinearTerm method) (pygam.terms.SplineTerm method) (pygam.terms.TensorTerm method) (pygam.terms.Term method) (pygam.terms.TermList method) C CallBack (class in pygam.callbacks) Coef (class in pygam.callbacks) compile() (pygam.terms.FactorTerm method) (pygam.terms.Intercept method) (pygam.terms.LinearTerm method) (pygam.terms.SplineTerm method) (pygam.terms.TensorTerm method) (pygam.terms.Term method) (pygam.terms.TermList method) concave() (in module pygam.penalties) confidence_intervals() (pygam.pygam.ExpectileGAM method) (pygam.pygam.GAM method) (pygam.pygam.GammaGAM method) (pygam.pygam.InvGaussGAM method) (pygam.pygam.LinearGAM method) (pygam.pygam.LogisticGAM method) (pygam.pygam.PoissonGAM method) convex() (in module pygam.penalties) convexity_() (in module pygam.penalties) D derivative() (in module pygam.penalties) Deviance (class in pygam.callbacks) deviance() (pygam.distributions.BinomialDist method) (pygam.distributions.GammaDist method) (pygam.distributions.InvGaussDist method) (pygam.distributions.NormalDist method) (pygam.distributions.PoissonDist method) deviance_residuals() (pygam.pygam.ExpectileGAM method) (pygam.pygam.GAM method) (pygam.pygam.GammaGAM method) (pygam.pygam.InvGaussGAM method) (pygam.pygam.LinearGAM method) (pygam.pygam.LogisticGAM method) (pygam.pygam.PoissonGAM method) Diffs (class in pygam.callbacks) Distribution (class in pygam.distributions) divide_weights() (in module pygam.distributions) E ExpectileGAM (class in pygam.pygam) F f() (in module pygam.terms) FactorTerm (class in pygam.terms) fit() (pygam.pygam.ExpectileGAM method) (pygam.pygam.GAM method) (pygam.pygam.GammaGAM method) (pygam.pygam.InvGaussGAM method) (pygam.pygam.LinearGAM method) (pygam.pygam.LogisticGAM method) (pygam.pygam.PoissonGAM method) fit_quantile() (pygam.pygam.ExpectileGAM method) G GAM (class in pygam.pygam) GammaDist (class in pygam.distributions) GammaGAM (class in pygam.pygam) generate_X_grid() (pygam.pygam.ExpectileGAM method) (pygam.pygam.GAM method) (pygam.pygam.GammaGAM method) (pygam.pygam.InvGaussGAM method) (pygam.pygam.LinearGAM method) (pygam.pygam.LogisticGAM method) (pygam.pygam.PoissonGAM method) get_coef_indices() (pygam.terms.TermList method) get_params() (pygam.callbacks.Accuracy method) (pygam.callbacks.CallBack method) (pygam.callbacks.Coef method) (pygam.callbacks.Deviance method) (pygam.callbacks.Diffs method) (pygam.distributions.BinomialDist method) (pygam.distributions.Distribution method) (pygam.distributions.GammaDist method) (pygam.distributions.InvGaussDist method) (pygam.distributions.NormalDist method) (pygam.distributions.PoissonDist method) (pygam.links.IdentityLink method) (pygam.links.InverseLink method) (pygam.links.InvSquaredLink method) (pygam.links.Link method) (pygam.links.LogitLink method) (pygam.links.LogLink method) (pygam.pygam.ExpectileGAM method) (pygam.pygam.GAM method) (pygam.pygam.GammaGAM method) (pygam.pygam.InvGaussGAM method) (pygam.pygam.LinearGAM method) (pygam.pygam.LogisticGAM method) (pygam.pygam.PoissonGAM method) (pygam.terms.FactorTerm method) (pygam.terms.Intercept method) (pygam.terms.LinearTerm method) (pygam.terms.SplineTerm method) (pygam.terms.TensorTerm method) (pygam.terms.Term method) (pygam.terms.TermList method) gradient() (pygam.links.IdentityLink method) (pygam.links.InverseLink method) (pygam.links.InvSquaredLink method) (pygam.links.LogitLink method) (pygam.links.LogLink method) gridsearch() (pygam.pygam.ExpectileGAM method) (pygam.pygam.GAM method) (pygam.pygam.GammaGAM method) (pygam.pygam.InvGaussGAM method) (pygam.pygam.LinearGAM method) (pygam.pygam.LogisticGAM method) (pygam.pygam.PoissonGAM method) I IdentityLink (class in pygam.links) Intercept (class in pygam.terms) InverseLink (class in pygam.links) InvGaussDist (class in pygam.distributions) InvGaussGAM (class in pygam.pygam) InvSquaredLink (class in pygam.links) L l() (in module pygam.terms) l2() (in module pygam.penalties) LinearGAM (class in pygam.pygam) LinearTerm (class in pygam.terms) Link (class in pygam.links) link() (pygam.links.IdentityLink method) (pygam.links.InverseLink method) (pygam.links.InvSquaredLink method) (pygam.links.LogitLink method) (pygam.links.LogLink method) log_pdf() (pygam.distributions.BinomialDist method) (pygam.distributions.GammaDist method) (pygam.distributions.InvGaussDist method) (pygam.distributions.NormalDist method) (pygam.distributions.PoissonDist method) LogisticGAM (class in pygam.pygam) LogitLink (class in pygam.links) loglikelihood() (pygam.pygam.ExpectileGAM method) (pygam.pygam.GAM method) (pygam.pygam.GammaGAM method) (pygam.pygam.InvGaussGAM method) (pygam.pygam.LinearGAM method) (pygam.pygam.LogisticGAM method) (pygam.pygam.PoissonGAM method) LogLink (class in pygam.links) M MetaTermMixin (class in pygam.terms) module pygam.callbacks pygam.distributions pygam.links pygam.penalties pygam.pygam pygam.terms monotonic_dec() (in module pygam.penalties) monotonic_inc() (in module pygam.penalties) monotonicity_() (in module pygam.penalties) mu() (pygam.links.IdentityLink method) (pygam.links.InverseLink method) (pygam.links.InvSquaredLink method) (pygam.links.LogitLink method) (pygam.links.LogLink method) multiply_weights() (in module pygam.distributions) N none() (in module pygam.penalties) NormalDist (class in pygam.distributions) O on_loop_end() (pygam.callbacks.Diffs method) on_loop_start() (pygam.callbacks.Accuracy method) (pygam.callbacks.Coef method) (pygam.callbacks.Deviance method) P partial_dependence() (pygam.pygam.ExpectileGAM method) (pygam.pygam.GAM method) (pygam.pygam.GammaGAM method) (pygam.pygam.InvGaussGAM method) (pygam.pygam.LinearGAM method) (pygam.pygam.LogisticGAM method) (pygam.pygam.PoissonGAM method) periodic() (in module pygam.penalties) phi() (pygam.distributions.BinomialDist method) (pygam.distributions.Distribution method) (pygam.distributions.GammaDist method) (pygam.distributions.InvGaussDist method) (pygam.distributions.NormalDist method) (pygam.distributions.PoissonDist method) PoissonDist (class in pygam.distributions) PoissonGAM (class in pygam.pygam) pop() (pygam.terms.TermList method) predict() (pygam.pygam.ExpectileGAM method) (pygam.pygam.GAM method) (pygam.pygam.GammaGAM method) (pygam.pygam.InvGaussGAM method) (pygam.pygam.LinearGAM method) (pygam.pygam.LogisticGAM method) (pygam.pygam.PoissonGAM method) predict_mu() (pygam.pygam.ExpectileGAM method) (pygam.pygam.GAM method) (pygam.pygam.GammaGAM method) (pygam.pygam.InvGaussGAM method) (pygam.pygam.LinearGAM method) (pygam.pygam.LogisticGAM method) (pygam.pygam.PoissonGAM method) predict_proba() (pygam.pygam.LogisticGAM method) prediction_intervals() (pygam.pygam.LinearGAM method) pygam.callbacks module pygam.distributions module pygam.links module pygam.penalties module pygam.pygam module pygam.terms module S s() (in module pygam.terms) sample() (pygam.distributions.BinomialDist method) (pygam.distributions.Distribution method) (pygam.distributions.GammaDist method) (pygam.distributions.InvGaussDist method) (pygam.distributions.NormalDist method) (pygam.distributions.PoissonDist method) (pygam.pygam.ExpectileGAM method) (pygam.pygam.GAM method) (pygam.pygam.GammaGAM method) (pygam.pygam.InvGaussGAM method) (pygam.pygam.LinearGAM method) (pygam.pygam.LogisticGAM method) (pygam.pygam.PoissonGAM method) score() (pygam.pygam.ExpectileGAM method) (pygam.pygam.GAM method) (pygam.pygam.GammaGAM method) (pygam.pygam.InvGaussGAM method) (pygam.pygam.LinearGAM method) (pygam.pygam.LogisticGAM method) (pygam.pygam.PoissonGAM method) set_params() (pygam.callbacks.Accuracy method) (pygam.callbacks.CallBack method) (pygam.callbacks.Coef method) (pygam.callbacks.Deviance method) (pygam.callbacks.Diffs method) (pygam.distributions.BinomialDist method) (pygam.distributions.Distribution method) (pygam.distributions.GammaDist method) (pygam.distributions.InvGaussDist method) (pygam.distributions.NormalDist method) (pygam.distributions.PoissonDist method) (pygam.links.IdentityLink method) (pygam.links.InverseLink method) (pygam.links.InvSquaredLink method) (pygam.links.Link method) (pygam.links.LogitLink method) (pygam.links.LogLink method) (pygam.pygam.ExpectileGAM method) (pygam.pygam.GAM method) (pygam.pygam.GammaGAM method) (pygam.pygam.InvGaussGAM method) (pygam.pygam.LinearGAM method) (pygam.pygam.LogisticGAM method) (pygam.pygam.PoissonGAM method) (pygam.terms.FactorTerm method) (pygam.terms.Intercept method) (pygam.terms.LinearTerm method) (pygam.terms.SplineTerm method) (pygam.terms.TensorTerm method) (pygam.terms.Term method) (pygam.terms.TermList method) sparse_diff() (in module pygam.penalties) SplineTerm (class in pygam.terms) summary() (pygam.pygam.ExpectileGAM method) (pygam.pygam.GAM method) (pygam.pygam.GammaGAM method) (pygam.pygam.InvGaussGAM method) (pygam.pygam.LinearGAM method) (pygam.pygam.LogisticGAM method) (pygam.pygam.PoissonGAM method) T te() (in module pygam.terms) TensorTerm (class in pygam.terms) Term (class in pygam.terms) TermList (class in pygam.terms) V V() (pygam.distributions.BinomialDist method) (pygam.distributions.GammaDist method) (pygam.distributions.InvGaussDist method) (pygam.distributions.NormalDist method) (pygam.distributions.PoissonDist method) validate_callback() (in module pygam.callbacks) validate_callback_data() (in module pygam.callbacks) W wrap_penalty() (in module pygam.penalties)
