Index

C

create_model() (in module src.model), [1]

F

fit() (src.model.RegressionModel method), [1]

fit_transform() (src.model.RegressionModel method), [1]

G

generate() (src.data.PolynomialDataGenerator method), [1]

I

initialize_config() (in module src.config), [1]

initialize_rng() (in module src.utils), [1]

L

LINEAR (src.config.ModelType attribute), [1]

LinearRegressionModel (class in src.model), [1]

M

model_type (src.config.RunConfiguration attribute), [1] ModelType (class in src.config), [1] module src.config, [1] src.data, [1] src.model, [1] src.utils, [1]

N

num_samples (src.config.RunConfiguration attribute), [1]

P

POLYNOMIAL (src.config.ModelType attribute), [1] polynomial_degree (src.config.RunConfiguration attribute), [1]

PolynomialDataGenerator (class in src.data), [1] PolynomialRegressionModel (class in src.model), [1]

R

read_yml() (in module src.utils), [1]

RegressionModel (class in src.model), [1] RunConfiguration (class in src.config), [1]

S

seed (src.config.RunConfiguration attribute), [1] src.config module, [1] src.data module, [1]

src.model module, [1] src.utils module, [1]

T

transform() (src.model.RegressionModel method), [1]