Index

_

__init__() (pysisso.sklearn.SISSORegressor method)

A

AVAILABLE_OPERATIONS (pysisso.inputs.SISSOIn attribute)

C

check() (pysisso.validators.NormalCompletionValidator method)

D

DescriptorsDataModels (class in pysisso.outputs)

E

evaluate() (pysisso.outputs.SISSODescriptor method)

F

FeatureSpace (class in pysisso.outputs) fit() (pysisso.sklearn.SISSORegressor method) from_dat_file() (pysisso.inputs.SISSODat class method) (pysisso.outputs.DescriptorsDataModels class method) from_file() (pysisso.inputs.SISSODat class method) (pysisso.inputs.SISSOIn class method) (pysisso.outputs.DescriptorsDataModels class method) (pysisso.outputs.SISSOOut class method)

from_SISSO_dat() (pysisso.inputs.SISSOIn class method) from_sisso_keywords() (pysisso.inputs.SISSOIn class method) from_SISSOIn() (pysisso.sklearn.SISSORegressor class method) from_string() (pysisso.outputs.SISSODescriptor class method) (pysisso.outputs.SISSOIteration class method) (pysisso.outputs.SISSOModel class method) (pysisso.outputs.SISSOParams class method) (pysisso.outputs.SISSOVersion class method)

G

get_timestamp() (in module pysisso.sklearn)

get_version() (in module pysisso.utils)

I

INPUT_FILE (pysisso.jobs.SISSOJob attribute) input_string() (pysisso.inputs.SISSODat property) (pysisso.inputs.SISSOIn method)

is_classification() (pysisso.inputs.SISSOIn property) is_regression() (pysisso.inputs.SISSOIn property)

K

KW_TYPES (pysisso.inputs.SISSOIn attribute)

L

list_of_ints() (in module pysisso.utils)

list_of_strs() (in module pysisso.utils)

M

matrix_of_floats() (in module pysisso.utils) model() (pysisso.outputs.SISSOOut property) models() (pysisso.outputs.SISSOOut property) module pysisso, [1] pysisso.inputs pysisso.jobs pysisso.outputs pysisso.sklearn pysisso.utils pysisso.validators

N

NormalCompletionValidator (class in pysisso.validators) nsample() (pysisso.inputs.SISSODat property)

nsf() (pysisso.inputs.SISSODat property) ntask() (pysisso.inputs.SISSODat property)

O

OMP() (pysisso.sklearn.SISSORegressor class method)

P

PARAMS (pysisso.outputs.SISSOParams attribute) postprocess() (pysisso.jobs.SISSOJob method) predict() (pysisso.outputs.SISSOModel method) (pysisso.sklearn.SISSORegressor method) pysisso module, [1] pysisso.inputs module pysisso.jobs module

pysisso.outputs module pysisso.sklearn module pysisso.utils module pysisso.validators module

R

ResidualData (class in pysisso.outputs)

run() (pysisso.jobs.SISSOJob method)

S

scd() (in module pysisso.outputs) set_keywords_for_SISSO_dat() (pysisso.inputs.SISSOIn method) setup() (pysisso.jobs.SISSOJob method) SISSO_features_dimensions_ranges() (pysisso.inputs.SISSODat property) SISSODat (class in pysisso.inputs) SISSODescriptor (class in pysisso.outputs) SISSOIn (class in pysisso.inputs)

SISSOIteration (class in pysisso.outputs) SISSOJob (class in pysisso.jobs) SISSOModel (class in pysisso.outputs) SISSOOut (class in pysisso.outputs) SISSOParams (class in pysisso.outputs) SISSORegressor (class in pysisso.sklearn), [1] SISSOVersion (class in pysisso.outputs) str_to_bool() (in module pysisso.utils)

T

to_file() (pysisso.inputs.SISSODat method) (pysisso.inputs.SISSOIn method)

TopModels (class in pysisso.outputs) TopModelsCoefficients (class in pysisso.outputs) TRAINING_DATA_DILE (pysisso.jobs.SISSOJob attribute)