Index

A

ABC (class in sciope.inference.abc_inference) add() (sciope.visualize.interactive_scatter.UserLabel method) add_points() (sciope.data.dataset.DataSet method)

ANNModel (class in sciope.models.ann_regressor) annotate() (in module sciope.visualize.interactive_scatter) apply_func_to_columns() (sciope.data.dataset.DataSet static method)

B

Bounds (class in sciope.models.label_propagation)

Burstiness (class in sciope.utilities.summarystats.burstiness)

C

clear() (sciope.visualize.interactive_scatter.UserLabel method) compute() (sciope.utilities.distancefunctions.distance_base.DistanceBase method) (sciope.utilities.distancefunctions.euclidean.EuclideanDistance method) (sciope.utilities.distancefunctions.manhattan.ManhattanDistance method) (sciope.utilities.distancefunctions.naive_squared.NaiveSquaredDistance method) (sciope.utilities.summarystats.burstiness.Burstiness method) (sciope.utilities.summarystats.summary_base.SummaryBase method)

compute_fixed_mean() (sciope.inference.abc_inference.ABC method)

D

DataSet (class in sciope.data.dataset) DistanceBase (class in sciope.utilities.distancefunctions.distance_base) draw() (sciope.designs.factorial_design.FactorialDesign method) (sciope.designs.latin_hypercube_sampling.LatinHypercube method) (sciope.utilities.priors.prior_base.PriorBase method) (sciope.utilities.priors.uniform_prior.UniformPrior method)

draw_scatterplot() (in module sciope.visualize.interactive_scatter)

E

EuclideanDistance (class in sciope.utilities.distancefunctions.euclidean)

F

FactorialDesign (class in sciope.designs.factorial_design)

G

generate (sciope.designs.latin_hypercube_sampling.LatinHypercube attribute) (sciope.designs.random_sampling.RandomSampling attribute) generate() (sciope.designs.factorial_design.FactorialDesign method) (sciope.designs.initial_design_base.InitialDesignBase method) generate_array() (sciope.designs.latin_hypercube_sampling.LatinHypercube method) generate_tsfresh_features() (in module sciope.features.feature_extraction) get_average_label_entropy() (in module sciope.models.label_propagation)

get_dimension() (sciope.utilities.priors.prior_base.PriorBase method) (sciope.utilities.priors.uniform_prior.UniformPrior method) get_label_entropies() (in module sciope.models.label_propagation) get_log_dir_path() (sciope.utilities.housekeeping.sciope_logger.SciopeLogger method) get_logger() (sciope.utilities.housekeeping.sciope_logger.SciopeLogger method) get_size() (sciope.data.dataset.DataSet method) GPRModel (class in sciope.models.gp_regressor)

I

infer() (sciope.inference.abc_inference.ABC method) (sciope.inference.inference_base.InferenceBase method)

InferenceBase (class in sciope.inference.inference_base) InitialDesignBase (class in sciope.designs.initial_design_base) interative_scatter() (in module sciope.visualize.interactive_scatter)

L

LatinHypercube (class in sciope.designs.latin_hypercube_sampling)

LPModel (class in sciope.models.label_propagation)

M

ManhattanDistance (class in sciope.utilities.distancefunctions.manhattan) MaximinSampling (class in sciope.sampling.maximin_sampling) ModelBase (class in sciope.models.model_base) module sciope sciope.data sciope.data.dataset sciope.designs sciope.designs.factorial_design sciope.designs.initial_design_base sciope.designs.latin_hypercube_sampling sciope.designs.random_sampling sciope.features sciope.features.feature_extraction sciope.inference sciope.inference.abc_inference sciope.inference.inference_base sciope.models sciope.models.ann_regressor sciope.models.gp_regressor sciope.models.label_propagation sciope.models.model_base sciope.models.svm_regressor sciope.sampling sciope.sampling.maximin_sampling sciope.sampling.sampling_base sciope.utilities sciope.utilities.distancefunctions sciope.utilities.distancefunctions.distance_base sciope.utilities.distancefunctions.euclidean sciope.utilities.distancefunctions.manhattan sciope.utilities.distancefunctions.naive_squared sciope.utilities.housekeeping sciope.utilities.housekeeping.sciope_logger sciope.utilities.housekeeping.sciope_profiler sciope.utilities.priors sciope.utilities.priors.prior_base sciope.utilities.priors.uniform_prior sciope.utilities.summarystats sciope.utilities.summarystats.burstiness sciope.utilities.summarystats.summary_base sciope.visualize sciope.visualize.interactive_scatter

N

NaiveSquaredDistance (class in sciope.utilities.distancefunctions.naive_squared)

O

objective() (sciope.models.label_propagation.LPModel method)

optimize() (sciope.models.label_propagation.LPModel method)

P

pdf() (sciope.utilities.priors.prior_base.PriorBase method) (sciope.utilities.priors.uniform_prior.UniformPrior method) predict() (sciope.models.ann_regressor.ANNModel method) (sciope.models.gp_regressor.GPRModel method) (sciope.models.label_propagation.LPModel method) (sciope.models.model_base.ModelBase method) (sciope.models.svm_regressor.SVRModel method)

PriorBase (class in sciope.utilities.priors.prior_base) process_outliers() (sciope.data.dataset.DataSet method) profile() (in module sciope.utilities.housekeeping.sciope_profiler)

R

RandomDisplacementBounds (class in sciope.models.label_propagation) RandomSampling (class in sciope.designs.random_sampling)

rejection_sampling() (sciope.inference.abc_inference.ABC method) remove_nan_features() (in module sciope.features.feature_extraction)

S

SamplingBase (class in sciope.sampling.sampling_base) scale_distance() (sciope.inference.abc_inference.ABC method) scale_to_new_domain() (sciope.designs.initial_design_base.InitialDesignBase static method) scale_training_data() (sciope.models.model_base.ModelBase method) scale_variable() (sciope.designs.initial_design_base.InitialDesignBase static method) sciope module sciope.data module sciope.data.dataset module sciope.designs module sciope.designs.factorial_design module sciope.designs.initial_design_base module sciope.designs.latin_hypercube_sampling module sciope.designs.random_sampling module sciope.features module sciope.features.feature_extraction module sciope.inference module sciope.inference.abc_inference module sciope.inference.inference_base module sciope.models module sciope.models.ann_regressor module sciope.models.gp_regressor module sciope.models.label_propagation module sciope.models.model_base module sciope.models.svm_regressor module sciope.sampling module

sciope.sampling.maximin_sampling module sciope.sampling.sampling_base module sciope.utilities module sciope.utilities.distancefunctions module sciope.utilities.distancefunctions.distance_base module sciope.utilities.distancefunctions.euclidean module sciope.utilities.distancefunctions.manhattan module sciope.utilities.distancefunctions.naive_squared module sciope.utilities.housekeeping module sciope.utilities.housekeeping.sciope_logger module sciope.utilities.housekeeping.sciope_profiler module sciope.utilities.priors module sciope.utilities.priors.prior_base module sciope.utilities.priors.uniform_prior module sciope.utilities.summarystats module sciope.utilities.summarystats.burstiness module sciope.utilities.summarystats.summary_base module sciope.visualize module sciope.visualize.interactive_scatter module SciopeLogger (class in sciope.utilities.housekeeping.sciope_logger) select_point() (sciope.sampling.maximin_sampling.MaximinSampling method) (sciope.sampling.sampling_base.SamplingBase method) select_points() (sciope.sampling.maximin_sampling.MaximinSampling method) (sciope.sampling.sampling_base.SamplingBase method) Singleton (class in sciope.utilities.housekeeping.sciope_logger) SummaryBase (class in sciope.utilities.summarystats.summary_base) SVRModel (class in sciope.models.svm_regressor)

T

train() (sciope.models.ann_regressor.ANNModel method) (sciope.models.gp_regressor.GPRModel method) (sciope.models.label_propagation.LPModel method) (sciope.models.model_base.ModelBase method) (sciope.models.svm_regressor.SVRModel method)

tune_parameters() (sciope.models.svm_regressor.SVRModel method)

U

UniformPrior (class in sciope.utilities.priors.uniform_prior)

UserLabel (class in sciope.visualize.interactive_scatter)