Index

_

__call__() (pysips.crossover_proposal.CrossoverProposal method) (pysips.laplace_nmll.LaplaceNmll method) (pysips.mutation_proposal.MutationProposal method) (pysips.random_choice_proposal.RandomChoiceProposal method) __init__() (pysips.crossover_proposal.CrossoverProposal method) (pysips.laplace_nmll.LaplaceNmll method) (pysips.metropolis.Metropolis method) (pysips.mutation_proposal.MutationProposal method) (pysips.prior.Prior method) (pysips.PysipsRegressor method) (pysips.random_choice_proposal.RandomChoiceProposal method)

__init_subclass__() (pysips.PysipsRegressor class method)

C

CrossoverProposal (class in pysips.crossover_proposal)

E

evaluate_log_likelihood() (pysips.metropolis.Metropolis method)

evaluate_log_priors() (pysips.metropolis.Metropolis method) evaluate_model() (pysips.metropolis.Metropolis method)

F

fit() (pysips.PysipsRegressor method)

G

get_expression() (pysips.PysipsRegressor method) get_metadata_routing() (pysips.PysipsRegressor method)

get_models() (pysips.PysipsRegressor method) get_params() (pysips.PysipsRegressor method)

L

LaplaceNmll (class in pysips.laplace_nmll)

M

Metropolis (class in pysips.metropolis) module pysips.crossover_proposal pysips.laplace_nmll pysips.metropolis pysips.mutation_proposal pysips.prior pysips.random_choice_proposal pysips.sampler

MutationProposal (class in pysips.mutation_proposal)

P

predict() (pysips.PysipsRegressor method) Prior (class in pysips.prior) pysips.crossover_proposal module pysips.laplace_nmll module pysips.metropolis module

pysips.mutation_proposal module pysips.prior module pysips.random_choice_proposal module pysips.sampler module PysipsRegressor (class in pysips)

R

RandomChoiceProposal (class in pysips.random_choice_proposal)

run_smc() (in module pysips.sampler) rvs() (pysips.prior.Prior method)

S

sample() (in module pysips.sampler) score() (pysips.PysipsRegressor method)

set_params() (pysips.PysipsRegressor method) set_score_request() (pysips.PysipsRegressor method) smc_metropolis() (pysips.metropolis.Metropolis method)

U

update() (pysips.crossover_proposal.CrossoverProposal method) (pysips.mutation_proposal.MutationProposal method) (pysips.random_choice_proposal.RandomChoiceProposal method)