Index

A

add_file_extension() (in module spare_scores.util)

age_sex_match() (in module spare_scores.data_prep) apply_model() (spare_scores.classes.SpareModel method)

C

check_file_exists() (in module spare_scores.util) check_test() (in module spare_scores.data_prep) check_train() (in module spare_scores.data_prep) convert_cat_variables() (in module spare_scores.data_prep)

convert_to_number_if_possible() (in module spare_scores.util) correct_reg_bias() (spare_scores.svm.SVMModel method) cv_folds (spare_scores.classes.MetaData attribute) cv_results (spare_scores.classes.MetaData attribute)

E

expspace() (in module spare_scores.util)

F

find_best_threshold() (spare_scores.mlp_torch.MLPTorchModel method) fit() (spare_scores.mlp.MLPModel method) (spare_scores.mlp_torch.MLPTorchModel method) (spare_scores.svm.SVMModel method)

forward() (spare_scores.mlp_torch.SimpleMLP method)

G

get_all_stats() (spare_scores.mlp_torch.MLPTorchModel method) get_parameters() (spare_scores.classes.SpareModel method)

get_stats() (spare_scores.mlp.MLPModel method) (spare_scores.svm.SVMModel method)

I

is_unique_identifier() (in module spare_scores.util)

K

kernel (spare_scores.classes.MetaData attribute)

key_var (spare_scores.classes.MetaData attribute)

L

load_df() (in module spare_scores.util) load_examples() (in module spare_scores.util)

load_model() (in module spare_scores.util) logging_basic_config() (in module spare_scores.data_prep)

M

main() (in module spare_scores.cli) mdl_task (spare_scores.classes.MetaData attribute) mdl_type (spare_scores.classes.MetaData attribute) MetaData (class in spare_scores.classes) MLPDataset (class in spare_scores.mlp_torch) MLPModel (class in spare_scores.mlp) MLPTorchModel (class in spare_scores.mlp_torch) module spare_scores spare_scores.classes spare_scores.cli spare_scores.data_prep spare_scores.mlp spare_scores.mlp_torch spare_scores.svm spare_scores.util

O

object() (spare_scores.mlp_torch.MLPTorchModel method) output_stats() (spare_scores.mlp.MLPModel method) (spare_scores.mlp_torch.MLPTorchModel method) (spare_scores.svm.SVMModel method)

P

param_search() (spare_scores.svm.SVMModel method) params (spare_scores.classes.MetaData attribute) predict() (spare_scores.mlp.MLPModel method) (spare_scores.mlp_torch.MLPTorchModel method) (spare_scores.svm.SVMModel method)

predictors (spare_scores.classes.MetaData attribute) prepare_sample() (spare_scores.svm.SVMModel method)

R

run_CV() (spare_scores.svm.SVMModel method)

S

save_file() (in module spare_scores.util) scaler (spare_scores.classes.MetaData attribute) set_parameters() (spare_scores.classes.SpareModel method) (spare_scores.mlp.MLPModel method) (spare_scores.mlp_torch.MLPTorchModel method) (spare_scores.svm.SVMModel method) SimpleMLP (class in spare_scores.mlp_torch) smart_unique() (in module spare_scores.data_prep) spare_scores module spare_scores.classes module spare_scores.cli module

spare_scores.data_prep module spare_scores.mlp module spare_scores.mlp_torch module spare_scores.svm module spare_scores.util module SpareModel (class in spare_scores.classes) stats (spare_scores.classes.MetaData attribute) SVMModel (class in spare_scores.svm)

T

to_predict (spare_scores.classes.MetaData attribute)

train_initialize() (spare_scores.svm.SVMModel method) train_model() (spare_scores.classes.SpareModel method)