Index

A

add_doc_to_vocab() (smltk.data_processing.Ntk method)

B

bboxes_cxcywh_to_xyxy() (smltk.modeling.ObjectDetection method)

biserial_corr() (smltk.data_analysis.DataAnalysis method)

C

choose_relations() (smltk.data_analysis.DataAnalysis method) clean_binary_classification() (smltk.modeling.Modeling method) clean_doc() (smltk.data_processing.DataProcessing method) cramers_v() (smltk.data_analysis.DataAnalysis method) create_confusion_matrix() (smltk.modeling.Modeling method) create_features_from_docs() (smltk.data_processing.Ntk method) create_features_from_tuples() (smltk.data_processing.Ntk method)

create_ngrams_features_from_docs() (smltk.data_processing.Ntk method) create_ngrams_features_from_tuples() (smltk.data_processing.Ntk method) create_tuples() (smltk.data_processing.Ntk method) create_vocab_from_docs() (smltk.data_processing.Ntk method) create_vocab_from_tuples() (smltk.data_processing.Ntk method) create_words_cloud() (smltk.data_processing.Ntk method) create_words_map() (smltk.data_processing.Ntk method)

D

DataAnalysis (class in smltk.data_analysis)

DataProcessing (class in smltk.data_processing)

F

fit_exists() (smltk.modeling.Modeling method)

G

get_classification_metrics() (smltk.modeling.Modeling method) get_dc_events() (smltk.feature_engineering.Indicator method) get_dc_events_ends() (smltk.feature_engineering.Indicator method) get_dc_events_starts() (smltk.feature_engineering.Indicator method) get_df() (smltk.data_processing.DataProcessing method) get_doc_cleaned() (smltk.data_processing.DataProcessing method) get_eda() (smltk.data_analysis.DataAnalysis method) get_features() (smltk.data_processing.Ntk method) get_features_from_docs() (smltk.data_processing.Ntk method) get_features_info() (smltk.data_analysis.DataAnalysis method)

get_inference_df() (smltk.data_processing.DataProcessing method) get_inference_objects() (smltk.modeling.ObjectDetection method) get_inference_objects_df() (smltk.modeling.ObjectDetection method) get_ngrams() (smltk.data_processing.Ntk method) get_ngrams_features() (smltk.data_processing.Ntk method) get_relations() (smltk.data_analysis.DataAnalysis method) get_stats_vocab() (smltk.data_processing.Ntk method) get_tokens_cleaned() (smltk.data_processing.DataProcessing method) get_vocabs_cleaned() (smltk.data_processing.Ntk method) get_words_top() (smltk.data_processing.Ntk method)

H

harmonize_words() (smltk.data_processing.DataProcessing method)

I

Indicator (class in smltk.feature_engineering)

is_binary_classification() (smltk.modeling.Modeling method)

K

kendall_corr() (smltk.data_analysis.DataAnalysis method)

L

lemmatize() (smltk.data_processing.DataProcessing method) (smltk.data_processing.Ntk method)

M

Modeling (class in smltk.modeling) modeling() (smltk.modeling.Modeling method) module smltk.data_analysis smltk.data_processing smltk.feature_engineering smltk.modeling

mutual_info() (smltk.data_analysis.DataAnalysis method)

N

Ntk (class in smltk.data_processing)

O

ObjectDetection (class in smltk.modeling)

P

pearson_corr() (smltk.data_analysis.DataAnalysis method) phi_coeff() (smltk.data_analysis.DataAnalysis method) plot_dc() (smltk.feature_engineering.Indicator method) plot_inference_objects() (smltk.modeling.ObjectDetection method)

pointbiserial_corr() (smltk.data_analysis.DataAnalysis method) predict_exists() (smltk.modeling.Modeling method) prediction() (smltk.modeling.Modeling method) print_metrics() (smltk.modeling.Modeling method)

R

rescale_bboxes() (smltk.modeling.ObjectDetection method)

resume_model() (smltk.modeling.Modeling method)

S

save_model() (smltk.modeling.Modeling method) scoring() (smltk.modeling.Modeling method) smltk.data_analysis module smltk.data_processing module

smltk.feature_engineering module smltk.modeling module spearman_corr() (smltk.data_analysis.DataAnalysis method) split_tuples() (smltk.modeling.Modeling method) stem() (smltk.data_processing.DataProcessing method)

T

tokenize() (smltk.data_processing.DataProcessing method) (smltk.data_processing.Ntk method)

tokenize_and_clean_doc() (smltk.data_processing.DataProcessing method) (smltk.data_processing.Ntk method) transform_categories() (smltk.data_processing.DataProcessing method)

V

vectorize_docs() (smltk.data_processing.Ntk method)