Index

_

__add__() (ArrayMapper method) (Formula method) __call__() (ArrayMapper method) (Formula method) __getitem__() (ArrayMapper method) __len__() (Formula method) (GAM method), [1]

__mul__() (ArrayMapper method) (Formula method) __neg__() (ArrayMapper method) __pow__() (ArrayMapper method) __sub__() (ArrayMapper method) __truediv__() (ArrayMapper method)

A

ArrayMapper (class in gammy.arraymapper)

B

basis_plot() (in module gammy.plot)

BSpline1d() (in module gammy.formulae)

C

compose() (in module gammy.utils) compose2() (in module gammy.utils) concat_gaussians() (in module gammy.utils) covariance_plot() (in module gammy.plot)

covariance_theta() (GAM property), [1] create_from_kernel1d() (in module gammy.formulae) create_gaussian_theta() (in module gammy.models.bayespy) (in module gammy.models.numpy) curryish() (in module gammy.utils)

D

decompose_covariance() (in module gammy.utils)

Delta (class in gammy.models.numpy) design_matrix() (Formula method)

E

exp_sine_squared() (in module gammy.utils) exp_squared() (in module gammy.utils) ExpSineSquared1d() (in module gammy.formulae)

ExpSquared1d() (in module gammy.formulae) extend_spline_grid() (in module gammy.utils) extract_diag_blocks() (in module gammy.utils)

F

fit() (GAM method), [1] Flatten() (in module gammy.formulae) FlippedReLU() (in module gammy.formulae)

Formula (class in gammy.formulae) formula (GAM attribute), [1] function (ArrayMapper attribute) Function() (in module gammy.formulae)

G

GAM (class in gammy.models.bayespy) (class in gammy.models.numpy) gammy module gammy.arraymapper module gammy.formulae module gammy.models module gammy.models.bayespy module

gammy.models.numpy module gammy.plot module gammy.utils module Gaussian (class in gammy.models.numpy) Gaussian1d() (in module gammy.formulae) gaussian1d_density_plot() (in module gammy.plot) gaussian2d_density_plot() (in module gammy.plot) gen_spline_args_from_grid_ext() (in module gammy.utils) get_moments() (Delta method) (Gaussian method)

I

interp_arrays1d() (in module gammy.utils)

inv_mean_tau() (GAM property), [1]

J

jsonify() (in module gammy.utils)

K

Kron() (in module gammy.formulae)

L

Lambda (Gaussian attribute) lift() (in module gammy.arraymapper) (in module gammy.utils) LinearModel() (in module gammy.models.bayespy) (in module gammy.models.numpy)

listfilter() (in module gammy.utils) listmap() (in module gammy.utils) load() (GAM method), [1]

M

marginal_residual() (GAM method), [1] marginal_residuals() (GAM method), [1] mean_theta() (GAM property), [1] module gammy gammy.arraymapper gammy.formulae gammy.models gammy.models.bayespy gammy.models.numpy gammy.plot gammy.utils

mu (Delta attribute) (Gaussian attribute)

O

ornstein_uhlenbeck() (in module gammy.utils)

OrnsteinUhlenbeck1d() (in module gammy.formulae)

P

peaks() (in module gammy.utils) pipe() (in module gammy.utils) Polynomial() (in module gammy.formulae) predict() (GAM method), [1] predict_marginal() (GAM method), [1]

predict_marginals() (GAM method), [1] predict_variance() (GAM method), [1] predict_variance_marginal() (GAM method), [1] predict_variance_marginals() (GAM method), [1] predict_variance_theta() (GAM method), [1] prior (Formula attribute)

R

rational_quadratic() (in module gammy.utils) RationalQuadratic1d() (in module gammy.formulae) ravel() (ArrayMapper method)

ReLU() (in module gammy.formulae) reshape() (ArrayMapper method) rlift() (in module gammy.utils)

S

save() (GAM method), [1] Scalar() (in module gammy.formulae) set_from_json() (in module gammy.utils)

solve_covariance() (in module gammy.utils) solve_precision() (in module gammy.utils) squared_dist() (in module gammy.utils) Sum() (in module gammy.formulae)

T

TanH() (in module gammy.formulae) tau (GAM attribute), [1] terms (Formula attribute) theta (GAM attribute), [1]

theta_marginal() (GAM method), [1] theta_marginals() (GAM property), [1] tuplefilter() (in module gammy.utils) tuplemap() (in module gammy.utils)

U

unflatten() (in module gammy.utils)

V

validation_plot() (in module gammy.plot)

W

white_noise() (in module gammy.utils)

WhiteNoise1d() (in module gammy.formulae) write_to_hdf5() (in module gammy.utils)

X

x (in module gammy.arraymapper)