Index

A

almos module almos.bo module, [1] almos.cluster module almos.el module

almos.el_utils module almos.utils module assign_values() (in module almos.el_utils) auto_fill_knn() (almos.cluster.cluster method)

B

bo (class in almos.bo), [1]

C

categorical_transform() (almos.cluster.cluster method) check_convergence() (almos.el_utils.EarlyStopping method) check_convergence_model() (almos.el_utils.EarlyStopping method) check_dependencies() (in module almos.utils) check_metric_convergence() (almos.el_utils.EarlyStopping method) check_missing_outputs() (in module almos.el_utils)

check_score_convergence() (almos.el_utils.EarlyStopping method) check_score_no_improvement() (almos.el_utils.EarlyStopping method) checking_cluster() (almos.cluster.cluster method) clean_up_cluster() (almos.cluster.cluster method) cluster (class in almos.cluster) cluster_workflow() (almos.cluster.cluster method) command_line_args() (in module almos.utils)

E

EarlyStopping (class in almos.el_utils) el (class in almos.el) elbow_method_nclusters() (almos.cluster.cluster method)

exploratory_learning_process() (almos.el.el method) extract_points_from_csv() (in module almos.el_utils) extract_rmse_and_score_from_column() (in module almos.el_utils) extract_sd_from_column() (in module almos.el_utils)

F

finalize() (almos.utils.Logger method) finalize_process() (almos.el.el method)

find_closest_value() (in module almos.el_utils) fix_cols_names() (almos.cluster.cluster method) format_lists() (in module almos.utils)

G

generate_plots() (almos.el.el method) generate_quartile_medians_df() (in module almos.el_utils) get_metrics_from_batches() (in module almos.el_utils)

get_quartile() (in module almos.el_utils) get_scores_from_robert_report() (in module almos.el_utils) get_size_counters() (in module almos.el_utils)

K

k_means() (almos.cluster.cluster method)

L

load_options_from_csv() (in module almos.el_utils)

load_variables() (in module almos.utils) Logger (class in almos.utils)

M

module almos almos.bo, [1] almos.cluster almos.el almos.el_utils almos.utils

P

pca_control() (almos.cluster.cluster method)

plot_metrics_subplots() (in module almos.el_utils) process_batch() (in module almos.el_utils)

R

run_aqme() (almos.cluster.cluster method)

run_robert_process() (almos.el.el method)

S

set_up_cluster() (almos.cluster.cluster method)

show_summary() (almos.el_utils.EarlyStopping method)

W

write() (almos.utils.Logger method)