Index

A

Adam (class in sgGWR.optimizers) (class in sgGWR.optimizers.sg) AICc() (sgGWR.models.GWR_Ridge method) armijo_cond() (sgGWR.optimizers.sg.SGDarmijo method) (sgGWR.optimizers.sg_numpy.SGDarmijo method) (sgGWR.optimizers.SGDarmijo method)

armijo_search() (sgGWR.optimizers.sg.SGDarmijo method) (sgGWR.optimizers.sg_numpy.SGDarmijo method) (sgGWR.optimizers.SGDarmijo method) ASGD (class in sgGWR.optimizers) (class in sgGWR.optimizers.sg) (class in sgGWR.optimizers.sg_numpy)

B

backfitting() (sgGWR.models.MGWR method) batch_step() (sgGWR.optimizers.SVRG method) (sgGWR.optimizers.vr.SVRG method)

Biweight (class in sgGWR.kernels)

D

dk() (sgGWR.kernels.LinearMultiscale method)

E

Epanechnikov (class in sgGWR.kernels)

Exponential (class in sgGWR.kernels)

G

Gaussian (class in sgGWR.kernels) get_beta() (sgGWR.models.GWR_Ridge method) golden_section (class in sgGWR.optimizers) (class in sgGWR.optimizers.golden) grad_params_aicc() (sgGWR.models.GWR method) (sgGWR.models.GWR_Ridge method)

grad_params_loocv() (sgGWR.models.GWR method) (sgGWR.models.GWR_Ridge method) (sgGWR.models.ScaGWR method) grad_penalty_aicc() (sgGWR.models.GWR_Ridge method) grad_penalty_loocv() (sgGWR.models.GWR_Ridge method) GWR (class in sgGWR.models) GWR_Ridge (class in sgGWR.models)

K

k() (sgGWR.kernels.LinearMultiscale method) KatyushaXs (class in sgGWR.optimizers) (class in sgGWR.optimizers.vr)

KatyushaXw (class in sgGWR.optimizers) (class in sgGWR.optimizers.vr)

L

LinearMultiscale (class in sgGWR.kernels) loocv_GN() (sgGWR.models.GWR method) (sgGWR.models.GWR_Ridge method) loocv_loss() (sgGWR.models.GWR method) (sgGWR.models.GWR_Ridge method) lr_schedule() (sgGWR.optimizers.ASGD method) (sgGWR.optimizers.sg.ASGD method) (sgGWR.optimizers.sg.SGD method) (sgGWR.optimizers.sg.SGDarmijo method) (sgGWR.optimizers.sg_numpy.ASGD method) (sgGWR.optimizers.sg_numpy.SGD method) (sgGWR.optimizers.sg_numpy.SGDarmijo method) (sgGWR.optimizers.SGD method) (sgGWR.optimizers.SGDarmijo method)

M

MGWR (class in sgGWR.models) module sgGWR sgGWR.kernels sgGWR.models sgGWR.optimizers sgGWR.optimizers.existings sgGWR.optimizers.existings_numpy sgGWR.optimizers.golden sgGWR.optimizers.second sgGWR.optimizers.sg sgGWR.optimizers.sg_numpy sgGWR.optimizers.vr

O

optax_optimizer (class in sgGWR.optimizers) (class in sgGWR.optimizers.existings)

R

run() (sgGWR.optimizers.existings.optax_optimizer method) (sgGWR.optimizers.existings.scipy_L_BFGS_B method) (sgGWR.optimizers.existings_numpy.scipy_L_BFGS_B method) (sgGWR.optimizers.golden.golden_section method) (sgGWR.optimizers.golden_section method) (sgGWR.optimizers.optax_optimizer method) (sgGWR.optimizers.scipy_L_BFGS_B method) (sgGWR.optimizers.second.SGN method) (sgGWR.optimizers.sg.SGD method) (sgGWR.optimizers.sg_numpy.SGD method) (sgGWR.optimizers.SGD method) (sgGWR.optimizers.SGN method) (sgGWR.optimizers.SVRG method) (sgGWR.optimizers.vr.SVRG method)

S

ScaGWR (class in sgGWR.models) scipy_L_BFGS_B (class in sgGWR.optimizers) (class in sgGWR.optimizers.existings) (class in sgGWR.optimizers.existings_numpy) set_betas_inner() (sgGWR.models.GWR_Ridge method) set_params() (sgGWR.models.GWR method) (sgGWR.models.GWR_Ridge method) setInferenceStats() (sgGWR.models.GWR_Ridge method) SGD (class in sgGWR.optimizers) (class in sgGWR.optimizers.sg) (class in sgGWR.optimizers.sg_numpy) SGDarmijo (class in sgGWR.optimizers) (class in sgGWR.optimizers.sg) (class in sgGWR.optimizers.sg_numpy) sgGWR module sgGWR.kernels module sgGWR.models module sgGWR.optimizers module sgGWR.optimizers.existings module sgGWR.optimizers.existings_numpy module sgGWR.optimizers.golden module sgGWR.optimizers.second module sgGWR.optimizers.sg module sgGWR.optimizers.sg_numpy module sgGWR.optimizers.vr module

SGN (class in sgGWR.optimizers) (class in sgGWR.optimizers.second) SGN_BFGS (class in sgGWR.optimizers) (class in sgGWR.optimizers.second) SGN_LM (class in sgGWR.optimizers) (class in sgGWR.optimizers.second) stBiweight (class in sgGWR.kernels) step() (sgGWR.optimizers.Adam method) (sgGWR.optimizers.ASGD method) (sgGWR.optimizers.second.SGN method) (sgGWR.optimizers.second.SGN_BFGS method) (sgGWR.optimizers.second.SGN_LM method) (sgGWR.optimizers.sg.Adam method) (sgGWR.optimizers.sg.ASGD method) (sgGWR.optimizers.sg.SGD method) (sgGWR.optimizers.sg.SGDarmijo method) (sgGWR.optimizers.sg.Yogi method) (sgGWR.optimizers.sg_numpy.ASGD method) (sgGWR.optimizers.sg_numpy.SGD method) (sgGWR.optimizers.sg_numpy.SGDarmijo method) (sgGWR.optimizers.SGD method) (sgGWR.optimizers.SGDarmijo method) (sgGWR.optimizers.SGN method) (sgGWR.optimizers.SGN_BFGS method) (sgGWR.optimizers.SGN_LM method) (sgGWR.optimizers.SVRG method) (sgGWR.optimizers.vr.SVRG method) (sgGWR.optimizers.Yogi method) stEpanechnikov (class in sgGWR.kernels) stExponential (class in sgGWR.kernels) stGaussian (class in sgGWR.kernels) stTriangular (class in sgGWR.kernels) SVRG (class in sgGWR.optimizers) (class in sgGWR.optimizers.vr)

T

Triangular (class in sgGWR.kernels)

U

unconstrained_GN() (sgGWR.models.GWR method) (sgGWR.models.GWR_Ridge method) unconstrained_grad() (sgGWR.models.GWR method) (sgGWR.models.GWR_Ridge method)

unconstrained_loss() (sgGWR.models.GWR method) (sgGWR.models.GWR_Ridge method)

Y

Yogi (class in sgGWR.optimizers) (class in sgGWR.optimizers.sg)