id: 1
unit: def parse_args()
file: sourcecode/scoring/runner.py
start line: 0
end line: 0
size: 148 LOC
McCabe index: 1
number of parameters: 0

id: 2
unit: def safe_join()
file: sourcecode/scoring/pandas_utils.py
start line: 0
end line: 0
size: 109 LOC
McCabe index: 33
number of parameters: 1

id: 3
unit: def score_final()
file: sourcecode/scoring/mf_base_scorer.py
start line: 0
end line: 0
size: 83 LOC
McCabe index: 10
number of parameters: 2

id: 4
unit: def safe_merge()
file: sourcecode/scoring/pandas_utils.py
start line: 0
end line: 0
size: 76 LOC
McCabe index: 22
number of parameters: 1

id: 5
unit: def _get_feature_pipeline()
file: sourcecode/scoring/pflip_model.py
start line: 0
end line: 0
size: 72 LOC
McCabe index: 8
number of parameters: 1

id: 6
unit: def score_final()
file: sourcecode/scoring/scorer.py
start line: 0
end line: 0
size: 69 LOC
McCabe index: 8
number of parameters: 2

id: 7
unit: def _update_single_note_status_history()
file: sourcecode/scoring/note_status_history.py
start line: 0
end line: 0
size: 61 LOC
McCabe index: 29
number of parameters: 3

id: 8
unit: def prescore()
file: sourcecode/scoring/scorer.py
start line: 0
end line: 0
size: 60 LOC
McCabe index: 3
number of parameters: 3

id: 9
unit: def _aggregate_note_params()
file: sourcecode/scoring/matrix_factorization/pseudo_raters.py
start line: 0
end line: 0
size: 54 LOC
McCabe index: 4
number of parameters: 3

id: 10
unit: def safe_concat()
file: sourcecode/scoring/pandas_utils.py
start line: 0
end line: 0
size: 51 LOC
McCabe index: 23
number of parameters: 1

id: 11
unit: def _get_reg_loss()
file: sourcecode/scoring/matrix_factorization/matrix_factorization.py
start line: 0
end line: 0
size: 47 LOC
McCabe index: 3
number of parameters: 1

id: 12
unit: def _set_note_sign_weights()
file: sourcecode/scoring/matrix_factorization/normalized_loss.py
start line: 0
end line: 0
size: 47 LOC
McCabe index: 6
number of parameters: 3

id: 13
unit: def _get_helpful_rating_stats()
file: sourcecode/scoring/pflip_model.py
start line: 0
end line: 0
size: 46 LOC
McCabe index: 1
number of parameters: 3

id: 14
unit: def filter_ratings_by_post_selection_similarity()
file: sourcecode/scoring/post_selection_similarity.py
start line: 0
end line: 0
size: 45 LOC
McCabe index: 2
number of parameters: 3

id: 15
unit: def compute_note_stats()
file: sourcecode/scoring/note_ratings.py
start line: 0
end line: 0
size: 45 LOC
McCabe index: 2
number of parameters: 2

id: 16
unit: def get_regularization_loss()
file: sourcecode/scoring/reputation_matrix_factorization/reputation_matrix_factorization.py
start line: 0
end line: 0
size: 44 LOC
McCabe index: 3
number of parameters: 2

id: 17
unit: def filter_ratings_by_post_selection_similarity()
file: sourcecode/scoring/post_selection_similarity_old.py
start line: 0
end line: 0
size: 43 LOC
McCabe index: 1
number of parameters: 3

id: 18
unit: def merge_note_info()
file: sourcecode/scoring/note_status_history.py
start line: 0
end line: 0
size: 42 LOC
McCabe index: 6
number of parameters: 2

id: 19
unit: def __init__()
file: sourcecode/scoring/mf_base_scorer.py
start line: 0
end line: 0
size: 42 LOC
McCabe index: 1
number of parameters: 2

id: 20
unit: def _get_pair_ratings_df_optimized()
file: sourcecode/scoring/post_selection_similarity_old.py
start line: 0
end line: 0
size: 39 LOC
McCabe index: 13
number of parameters: 2

id: 21
unit: def _add_extreme_raters_to_id_maps_and_params()
file: sourcecode/scoring/matrix_factorization/pseudo_raters.py
start line: 0
end line: 0
size: 37 LOC
McCabe index: 5
number of parameters: 1

id: 22
unit: def _get_pair_counts()
file: sourcecode/scoring/post_selection_similarity_old.py
start line: 0
end line: 0
size: 34 LOC
McCabe index: 12
number of parameters: 2

id: 23
unit: def run_scoring()
file: sourcecode/scoring/run_scoring.py
start line: 0
end line: 0
size: 33 LOC
McCabe index: 1
number of parameters: 0

id: 24
unit: def _get_pair_counts_df_dict()
file: sourcecode/scoring/post_selection_similarity_old.py
start line: 0
end line: 0
size: 33 LOC
McCabe index: 12
number of parameters: 2

id: 25
unit: def aggregate_into_cliques()
file: sourcecode/scoring/post_selection_similarity_old.py
start line: 0
end line: 0
size: 32 LOC
McCabe index: 7
number of parameters: 1

id: 26
unit: def __init__()
file: sourcecode/scoring/mf_group_scorer.py
start line: 0
end line: 0
size: 30 LOC
McCabe index: 1
number of parameters: 0

id: 27
unit: def aggregate_into_cliques()
file: sourcecode/scoring/post_selection_similarity.py
start line: 0
end line: 0
size: 30 LOC
McCabe index: 7
number of parameters: 1

id: 28
unit: def _train_one_round()
file: sourcecode/scoring/reputation_matrix_factorization/reputation_matrix_factorization.py
start line: 0
end line: 0
size: 28 LOC
McCabe index: 11
number of parameters: 4

id: 29
unit: def _get_check()
file: sourcecode/scoring/pandas_utils.py
start line: 0
end line: 0
size: 27 LOC
McCabe index: 13
number of parameters: 3

id: 30
unit: def _compute_rater_factors()
file: sourcecode/scoring/pflip_model.py
start line: 0
end line: 0
size: 27 LOC
McCabe index: 2
number of parameters: 2

id: 31
unit: def _create_dataset_with_extreme_rating_on_each_note()
file: sourcecode/scoring/matrix_factorization/pseudo_raters.py
start line: 0
end line: 0
size: 26 LOC
McCabe index: 8
number of parameters: 2

id: 32
unit: def single_trigger_earn_out()
file: sourcecode/scoring/contributor_state.py
start line: 0
end line: 0
size: 26 LOC
McCabe index: 1
number of parameters: 1

id: 33
unit: def __init__()
file: sourcecode/scoring/mf_topic_scorer.py
start line: 0
end line: 0
size: 26 LOC
McCabe index: 1
number of parameters: 0

id: 34
unit: def _get_pair_tuples()
file: sourcecode/scoring/post_selection_similarity_old.py
start line: 0
end line: 0
size: 26 LOC
McCabe index: 9
number of parameters: 2

id: 35
unit: def _get_pair_counts_dict()
file: sourcecode/scoring/post_selection_similarity.py
start line: 0
end line: 0
size: 25 LOC
McCabe index: 13
number of parameters: 2

id: 36
unit: def _make_extreme_raters()
file: sourcecode/scoring/matrix_factorization/pseudo_raters.py
start line: 0
end line: 0
size: 24 LOC
McCabe index: 2
number of parameters: 3

id: 37
unit: def calculate_ri_to_earn_in()
file: sourcecode/scoring/contributor_state.py
start line: 0
end line: 0
size: 24 LOC
McCabe index: 2
number of parameters: 1

id: 38
unit: def __init__()
file: sourcecode/scoring/topic_model.py
start line: 0
end line: 0
size: 24 LOC
McCabe index: 3
number of parameters: 2

id: 39
unit: def init_parameter()
file: sourcecode/scoring/reputation_matrix_factorization/reputation_matrix_factorization.py
start line: 0
end line: 0
size: 24 LOC
McCabe index: 4
number of parameters: 7

id: 40
unit: def patch_pandas()
file: sourcecode/scoring/pandas_utils.py
start line: 0
end line: 0
size: 23 LOC
McCabe index: 6
number of parameters: 1

id: 41
unit: def _fit_note_params_for_each_dataset_with_extreme_ratings()
file: sourcecode/scoring/matrix_factorization/pseudo_raters.py
start line: 0
end line: 0
size: 22 LOC
McCabe index: 3
number of parameters: 1

id: 42
unit: def run_final_note_scoring()
file: sourcecode/scoring/run_scoring.py
start line: 0
end line: 0
size: 22 LOC
McCabe index: 1
number of parameters: 0

id: 43
unit: def get_user_incorrect_ratio()
file: sourcecode/scoring/incorrect_filter.py
start line: 0
end line: 0
size: 22 LOC
McCabe index: 1
number of parameters: 1

id: 44
unit: def compute_scored_notes()
file: sourcecode/scoring/note_ratings.py
start line: 0
end line: 0
size: 22 LOC
McCabe index: 1
number of parameters: 0

id: 45
unit: def _get_callsite()
file: sourcecode/scoring/pandas_utils.py
start line: 0
end line: 0
size: 21 LOC
McCabe index: 7
number of parameters: 1

id: 46
unit: def _check_name_and_type()
file: sourcecode/scoring/pandas_utils.py
start line: 0
end line: 0
size: 21 LOC
McCabe index: 7
number of parameters: 3

id: 47
unit: def __init__()
file: sourcecode/scoring/matrix_factorization/matrix_factorization.py
start line: 0
end line: 0
size: 20 LOC
McCabe index: 1
number of parameters: 0

id: 48
unit: def _tuples_to_df()
file: sourcecode/scoring/post_selection_similarity_old.py
start line: 0
end line: 0
size: 20 LOC
McCabe index: 1
number of parameters: 2

id: 49
unit: def _compute_rating_cutoff()
file: sourcecode/scoring/pflip_model.py
start line: 0
end line: 0
size: 19 LOC
McCabe index: 1
number of parameters: 2

id: 50
unit: def _get_bucket_count_totals()
file: sourcecode/scoring/pflip_model.py
start line: 0
end line: 0
size: 19 LOC
McCabe index: 3
number of parameters: 3

id: 51
unit: def _get_pair_tuples_optimized()
file: sourcecode/scoring/post_selection_similarity_old.py
start line: 0
end line: 0
size: 18 LOC
McCabe index: 10
number of parameters: 2

id: 52
unit: def __init__()
file: sourcecode/scoring/pflip_model.py
start line: 0
end line: 0
size: 17 LOC
McCabe index: 1
number of parameters: 0

id: 53
unit: def _get_helpfulness_ratings()
file: sourcecode/scoring/pflip_model.py
start line: 0
end line: 0
size: 17 LOC
McCabe index: 2
number of parameters: 3

id: 54
unit: def _get_model_pipeline()
file: sourcecode/scoring/pflip_model.py
start line: 0
end line: 0
size: 17 LOC
McCabe index: 1
number of parameters: 1

id: 55
unit: def get_new_mf_with_same_args()
file: sourcecode/scoring/matrix_factorization/matrix_factorization.py
start line: 0
end line: 0
size: 17 LOC
McCabe index: 1
number of parameters: 1

id: 56
unit: def is_emerging_writer()
file: sourcecode/scoring/contributor_state.py
start line: 0
end line: 0
size: 17 LOC
McCabe index: 1
number of parameters: 1

id: 57
unit: def __init__()
file: sourcecode/scoring/reputation_matrix_factorization/reputation_matrix_factorization.py
start line: 0
end line: 0
size: 17 LOC
McCabe index: 1
number of parameters: 13

id: 58
unit: def _make_seed_labels()
file: sourcecode/scoring/topic_model.py
start line: 0
end line: 0
size: 16 LOC
McCabe index: 7
number of parameters: 2

id: 59
unit: def _prepare_diligence_init_state()
file: sourcecode/scoring/reputation_matrix_factorization/diligence_model.py
start line: 0
end line: 0
size: 16 LOC
McCabe index: 9
number of parameters: 2

id: 60
unit: def _return_empty_final_scores()
file: sourcecode/scoring/scorer.py
start line: 0
end line: 0
size: 16 LOC
McCabe index: 3
number of parameters: 1

id: 61
unit: def _get_dropped_note_cols()
file: sourcecode/scoring/mf_base_scorer.py
start line: 0
end line: 0
size: 15 LOC
McCabe index: 1
number of parameters: 1

id: 62
unit: def run_prescoring()
file: sourcecode/scoring/run_scoring.py
start line: 0
end line: 0
size: 15 LOC
McCabe index: 1
number of parameters: 0

id: 63
unit: def _get_pair_tuples_process_group()
file: sourcecode/scoring/post_selection_similarity_old.py
start line: 0
end line: 0
size: 15 LOC
McCabe index: 5
number of parameters: 2

id: 64
unit: def get_internal_scored_notes_cols()
file: sourcecode/scoring/mf_base_scorer.py
start line: 0
end line: 0
size: 14 LOC
McCabe index: 1
number of parameters: 1

id: 65
unit: def _check_rater_parameters_same()
file: sourcecode/scoring/matrix_factorization/pseudo_raters.py
start line: 0
end line: 0
size: 14 LOC
McCabe index: 1
number of parameters: 2

id: 66
unit: def _create_extreme_ratings()
file: sourcecode/scoring/matrix_factorization/pseudo_raters.py
start line: 0
end line: 0
size: 14 LOC
McCabe index: 3
number of parameters: 1

id: 67
unit: def run_mf()
file: sourcecode/scoring/matrix_factorization/matrix_factorization.py
start line: 0
end line: 0
size: 14 LOC
McCabe index: 1
number of parameters: 0

id: 68
unit: def _make_rater_stats_df()
file: sourcecode/scoring/post_selection_similarity_old.py
start line: 0
end line: 0
size: 14 LOC
McCabe index: 2
number of parameters: 1

id: 69
unit: def write_prescoring_output()
file: sourcecode/scoring/process_data.py
start line: 0
end line: 0
size: 14 LOC
McCabe index: 1
number of parameters: 0

id: 70
unit: def __init__()
file: sourcecode/scoring/process_data.py
start line: 0
end line: 0
size: 14 LOC
McCabe index: 1
number of parameters: 0

id: 71
unit: def _validate_dataframe()
file: sourcecode/scoring/pandas_utils.py
start line: 0
end line: 0
size: 13 LOC
McCabe index: 6
number of parameters: 2

id: 72
unit: def _get_dropped_note_cols()
file: sourcecode/scoring/mf_group_scorer.py
start line: 0
end line: 0
size: 13 LOC
McCabe index: 1
number of parameters: 1

id: 73
unit: def _get_dropped_note_cols()
file: sourcecode/scoring/mf_expansion_plus_scorer.py
start line: 0
end line: 0
size: 13 LOC
McCabe index: 1
number of parameters: 1

id: 74
unit: def coalesce_columns()
file: sourcecode/scoring/mf_base_scorer.py
start line: 0
end line: 0
size: 13 LOC
McCabe index: 7
number of parameters: 2

id: 75
unit: def get_internal_helpfulness_scores_cols()
file: sourcecode/scoring/mf_base_scorer.py
start line: 0
end line: 0
size: 13 LOC
McCabe index: 1
number of parameters: 1

id: 76
unit: def compute_note_parameter_confidence_bounds_with_pseudo_raters()
file: sourcecode/scoring/matrix_factorization/pseudo_raters.py
start line: 0
end line: 0
size: 13 LOC
McCabe index: 1
number of parameters: 1

id: 77
unit: def _instantiate_biased_mf_model()
file: sourcecode/scoring/matrix_factorization/matrix_factorization.py
start line: 0
end line: 0
size: 13 LOC
McCabe index: 2
number of parameters: 1

id: 78
unit: def is_top_writer()
file: sourcecode/scoring/contributor_state.py
start line: 0
end line: 0
size: 13 LOC
McCabe index: 1
number of parameters: 1

id: 79
unit: def _get_dropped_note_cols()
file: sourcecode/scoring/mf_topic_scorer.py
start line: 0
end line: 0
size: 13 LOC
McCabe index: 1
number of parameters: 1

id: 80
unit: def __init__()
file: sourcecode/scoring/reputation_matrix_factorization/weighted_loss.py
start line: 0
end line: 0
size: 13 LOC
McCabe index: 1
number of parameters: 12

id: 81
unit: def get_scored_notes_cols()
file: sourcecode/scoring/mf_base_scorer.py
start line: 0
end line: 0
size: 12 LOC
McCabe index: 1
number of parameters: 1

id: 82
unit: def get_scored_notes_cols()
file: sourcecode/scoring/mf_core_scorer.py
start line: 0
end line: 0
size: 12 LOC
McCabe index: 1
number of parameters: 1

id: 83
unit: def _fit_all_notes_with_raters_constant()
file: sourcecode/scoring/matrix_factorization/pseudo_raters.py
start line: 0
end line: 0
size: 12 LOC
McCabe index: 2
number of parameters: 2

id: 84
unit: def _get_loss()
file: sourcecode/scoring/matrix_factorization/matrix_factorization.py
start line: 0
end line: 0
size: 12 LOC
McCabe index: 2
number of parameters: 2

id: 85
unit: def _add_deprecated_columns()
file: sourcecode/scoring/run_scoring.py
start line: 0
end line: 0
size: 12 LOC
McCabe index: 5
number of parameters: 1

id: 86
unit: def coalesce_topic_models()
file: sourcecode/scoring/mf_topic_scorer.py
start line: 0
end line: 0
size: 12 LOC
McCabe index: 2
number of parameters: 1

id: 87
unit: def get_data()
file: sourcecode/scoring/process_data.py
start line: 0
end line: 0
size: 12 LOC
McCabe index: 1
number of parameters: 1

id: 88
unit: def _get_stop_words()
file: sourcecode/scoring/topic_model.py
start line: 0
end line: 0
size: 12 LOC
McCabe index: 7
number of parameters: 2

id: 89
unit: def _prepare_post_text()
file: sourcecode/scoring/topic_model.py
start line: 0
end line: 0
size: 12 LOC
McCabe index: 4
number of parameters: 2

id: 90
unit: def init_note_factor()
file: sourcecode/scoring/reputation_matrix_factorization/reputation_matrix_factorization.py
start line: 0
end line: 0
size: 12 LOC
McCabe index: 2
number of parameters: 5

id: 91
unit: def init_note_intercept()
file: sourcecode/scoring/reputation_matrix_factorization/reputation_matrix_factorization.py
start line: 0
end line: 0
size: 12 LOC
McCabe index: 2
number of parameters: 5

id: 92
unit: def init_rater_factor()
file: sourcecode/scoring/reputation_matrix_factorization/reputation_matrix_factorization.py
start line: 0
end line: 0
size: 12 LOC
McCabe index: 2
number of parameters: 5

id: 93
unit: def init_rater_reputation()
file: sourcecode/scoring/reputation_matrix_factorization/reputation_matrix_factorization.py
start line: 0
end line: 0
size: 12 LOC
McCabe index: 2
number of parameters: 5

id: 94
unit: def init_rater_intercept()
file: sourcecode/scoring/reputation_matrix_factorization/reputation_matrix_factorization.py
start line: 0
end line: 0
size: 12 LOC
McCabe index: 2
number of parameters: 5

id: 95
unit: def get_summary()
file: sourcecode/scoring/pandas_utils.py
start line: 0
end line: 0
size: 11 LOC
McCabe index: 4
number of parameters: 1

id: 96
unit: def _get_note_col_mapping()
file: sourcecode/scoring/mf_expansion_scorer.py
start line: 0
end line: 0
size: 11 LOC
McCabe index: 1
number of parameters: 1

id: 97
unit: def get_scored_notes_cols()
file: sourcecode/scoring/mf_expansion_scorer.py
start line: 0
end line: 0
size: 11 LOC
McCabe index: 1
number of parameters: 1

id: 98
unit: def _get_dropped_note_cols()
file: sourcecode/scoring/mf_expansion_scorer.py
start line: 0
end line: 0
size: 11 LOC
McCabe index: 1
number of parameters: 1

id: 99
unit: def coalesce_group_model_scored_notes()
file: sourcecode/scoring/mf_group_scorer.py
start line: 0
end line: 0
size: 11 LOC
McCabe index: 2
number of parameters: 1

id: 100
unit: def assert_train_error_is_below_threshold()
file: sourcecode/scoring/mf_base_scorer.py
start line: 0
end line: 0
size: 11 LOC
McCabe index: 5
number of parameters: 3

id: 101
unit: def _prepare_data_for_scoring()
file: sourcecode/scoring/mf_base_scorer.py
start line: 0
end line: 0
size: 11 LOC
McCabe index: 2
number of parameters: 3

id: 102
unit: def coalesce_multi_group_model_scored_notes()
file: sourcecode/scoring/mf_multi_group_scorer.py
start line: 0
end line: 0
size: 11 LOC
McCabe index: 2
number of parameters: 1

id: 103
unit: def _get_note_col_mapping()
file: sourcecode/scoring/mf_core_scorer.py
start line: 0
end line: 0
size: 11 LOC
McCabe index: 1
number of parameters: 1

id: 104
unit: def _set_global_sign_weights()
file: sourcecode/scoring/matrix_factorization/normalized_loss.py
start line: 0
end line: 0
size: 11 LOC
McCabe index: 1
number of parameters: 2

id: 105
unit: def save_df_to_shared_memory()
file: sourcecode/scoring/run_scoring.py
start line: 0
end line: 0
size: 11 LOC
McCabe index: 1
number of parameters: 2

id: 106
unit: def post_note_scoring()
file: sourcecode/scoring/run_scoring.py
start line: 0
end line: 0
size: 11 LOC
McCabe index: 1
number of parameters: 0

id: 107
unit: def get_scored_notes_cols()
file: sourcecode/scoring/mf_topic_scorer.py
start line: 0
end line: 0
size: 11 LOC
McCabe index: 1
number of parameters: 1

id: 108
unit: def compute_general_helpfulness_scores()
file: sourcecode/scoring/helpfulness_scores.py
start line: 0
end line: 0
size: 11 LOC
McCabe index: 1
number of parameters: 0

id: 109
unit: def get_tag_thresholds()
file: sourcecode/scoring/tag_filter.py
start line: 0
end line: 0
size: 11 LOC
McCabe index: 3
number of parameters: 2

id: 110
unit: def get_df_fingerprint()
file: sourcecode/scoring/pandas_utils.py
start line: 0
end line: 0
size: 10 LOC
McCabe index: 4
number of parameters: 2

id: 111
unit: def log_errors()
file: sourcecode/scoring/pandas_utils.py
start line: 0
end line: 0
size: 10 LOC
McCabe index: 4
number of parameters: 4

id: 112
unit: def safe_init()
file: sourcecode/scoring/pandas_utils.py
start line: 0
end line: 0
size: 10 LOC
McCabe index: 1
number of parameters: 1

id: 113
unit: def _get_tag_ratios()
file: sourcecode/scoring/pflip_model.py
start line: 0
end line: 0
size: 10 LOC
McCabe index: 1
number of parameters: 3

id: 114
unit: def get_scored_notes_cols()
file: sourcecode/scoring/mf_group_scorer.py
start line: 0
end line: 0
size: 10 LOC
McCabe index: 1
number of parameters: 1

id: 115
unit: def get_helpfulness_scores_cols()
file: sourcecode/scoring/mf_base_scorer.py
start line: 0
end line: 0
size: 10 LOC
McCabe index: 1
number of parameters: 1

id: 116
unit: def get_helpfulness_scores_cols()
file: sourcecode/scoring/mf_core_scorer.py
start line: 0
end line: 0
size: 10 LOC
McCabe index: 1
number of parameters: 1

id: 117
unit: def _set_top_tags()
file: sourcecode/scoring/explanation_tags.py
start line: 0
end line: 0
size: 10 LOC
McCabe index: 7
number of parameters: 1

id: 118
unit: def should_earn_in()
file: sourcecode/scoring/contributor_state.py
start line: 0
end line: 0
size: 10 LOC
McCabe index: 1
number of parameters: 1

id: 119
unit: def determine_which_notes_to_rescore()
file: sourcecode/scoring/run_scoring.py
start line: 0
end line: 0
size: 10 LOC
McCabe index: 1
number of parameters: 0

id: 120
unit: def _get_dropped_user_cols()
file: sourcecode/scoring/mf_topic_scorer.py
start line: 0
end line: 0
size: 10 LOC
McCabe index: 1
number of parameters: 1

id: 121
unit: def __init__()
file: sourcecode/scoring/post_selection_similarity.py
start line: 0
end line: 0
size: 10 LOC
McCabe index: 1
number of parameters: 0

id: 122
unit: def get_high_post_selection_similarity_raters()
file: sourcecode/scoring/post_selection_similarity.py
start line: 0
end line: 0
size: 10 LOC
McCabe index: 2
number of parameters: 1

id: 123
unit: def get_post_selection_similarity_values()
file: sourcecode/scoring/post_selection_similarity.py
start line: 0
end line: 0
size: 10 LOC
McCabe index: 3
number of parameters: 1

id: 124
unit: def initialize()
file: sourcecode/scoring/post_selection_similarity_old.py
start line: 0
end line: 0
size: 10 LOC
McCabe index: 1
number of parameters: 0

id: 125
unit: def get_post_selection_similarity_values()
file: sourcecode/scoring/post_selection_similarity_old.py
start line: 0
end line: 0
size: 10 LOC
McCabe index: 3
number of parameters: 1

id: 126
unit: def _get_value()
file: sourcecode/scoring/scoring_rules.py
start line: 0
end line: 0
size: 10 LOC
McCabe index: 5
number of parameters: 1

id: 127
unit: def safe_apply()
file: sourcecode/scoring/pandas_utils.py
start line: 0
end line: 0
size: 9 LOC
McCabe index: 4
number of parameters: 1

id: 128
unit: def check_flips()
file: sourcecode/scoring/note_status_history.py
start line: 0
end line: 0
size: 9 LOC
McCabe index: 3
number of parameters: 2

id: 129
unit: def _init_column_names()
file: sourcecode/scoring/mf_group_scorer.py
start line: 0
end line: 0
size: 9 LOC
McCabe index: 1
number of parameters: 1

id: 130
unit: def _get_note_col_mapping()
file: sourcecode/scoring/mf_group_scorer.py
start line: 0
end line: 0
size: 9 LOC
McCabe index: 1
number of parameters: 1

id: 131
unit: def _get_note_col_mapping()
file: sourcecode/scoring/mf_expansion_plus_scorer.py
start line: 0
end line: 0
size: 9 LOC
McCabe index: 1
number of parameters: 1

id: 132
unit: def get_scored_notes_cols()
file: sourcecode/scoring/mf_expansion_plus_scorer.py
start line: 0
end line: 0
size: 9 LOC
McCabe index: 1
number of parameters: 1

id: 133
unit: def get_auxiliary_note_info_cols()
file: sourcecode/scoring/mf_base_scorer.py
start line: 0
end line: 0
size: 9 LOC
McCabe index: 1
number of parameters: 1

id: 134
unit: def _init_column_names()
file: sourcecode/scoring/mf_multi_group_scorer.py
start line: 0
end line: 0
size: 9 LOC
McCabe index: 1
number of parameters: 1

id: 135
unit: def __init__()
file: sourcecode/scoring/matrix_factorization/pseudo_raters.py
start line: 0
end line: 0
size: 9 LOC
McCabe index: 1
number of parameters: 0

id: 136
unit: def newly_at_risk()
file: sourcecode/scoring/contributor_state.py
start line: 0
end line: 0
size: 9 LOC
McCabe index: 1
number of parameters: 1

id: 137
unit: def newly_earned_in()
file: sourcecode/scoring/contributor_state.py
start line: 0
end line: 0
size: 9 LOC
McCabe index: 1
number of parameters: 1

id: 138
unit: def _sort_nmr_status_last()
file: sourcecode/scoring/contributor_state.py
start line: 0
end line: 0
size: 9 LOC
McCabe index: 3
number of parameters: 1

id: 139
unit: def _get_note_col_mapping()
file: sourcecode/scoring/mf_topic_scorer.py
start line: 0
end line: 0
size: 9 LOC
McCabe index: 1
number of parameters: 1

id: 140
unit: def get_high_post_selection_similarity_raters()
file: sourcecode/scoring/post_selection_similarity_old.py
start line: 0
end line: 0
size: 9 LOC
McCabe index: 1
number of parameters: 1

id: 141
unit: def compute_helpful_num()
file: sourcecode/scoring/process_data.py
start line: 0
end line: 0
size: 9 LOC
McCabe index: 1
number of parameters: 1

id: 142
unit: def time_block()
file: sourcecode/scoring/scorer.py
start line: 0
end line: 0
size: 9 LOC
McCabe index: 1
number of parameters: 2

id: 143
unit: def _log_errors()
file: sourcecode/scoring/pandas_utils.py
start line: 0
end line: 0
size: 8 LOC
McCabe index: 4
number of parameters: 4

id: 144
unit: def scorers_from_csv()
file: sourcecode/scoring/enums.py
start line: 0
end line: 0
size: 8 LOC
McCabe index: 3
number of parameters: 1

id: 145
unit: def _score_notes_and_users()
file: sourcecode/scoring/mf_base_scorer.py
start line: 0
end line: 0
size: 8 LOC
McCabe index: 1
number of parameters: 0

id: 146
unit: def __init__()
file: sourcecode/scoring/mf_core_scorer.py
start line: 0
end line: 0
size: 8 LOC
McCabe index: 1
number of parameters: 0

id: 147
unit: def forward()
file: sourcecode/scoring/matrix_factorization/model.py
start line: 0
end line: 0
size: 8 LOC
McCabe index: 2
number of parameters: 2

id: 148
unit: def _check_note_parameters_same()
file: sourcecode/scoring/matrix_factorization/pseudo_raters.py
start line: 0
end line: 0
size: 8 LOC
McCabe index: 1
number of parameters: 2

id: 149
unit: def get_contributor_scores()
file: sourcecode/scoring/contributor_state.py
start line: 0
end line: 0
size: 8 LOC
McCabe index: 1
number of parameters: 0

id: 150
unit: def run_contributor_scoring()
file: sourcecode/scoring/run_scoring.py
start line: 0
end line: 0
size: 8 LOC
McCabe index: 1
number of parameters: 0

id: 151
unit: def _preprocess_ratings()
file: sourcecode/scoring/post_selection_similarity.py
start line: 0
end line: 0
size: 8 LOC
McCabe index: 1
number of parameters: 2

id: 152
unit: def _join_rater_totals_compute_pmi_and_filter_edges_below_threshold()
file: sourcecode/scoring/post_selection_similarity.py
start line: 0
end line: 0
size: 8 LOC
McCabe index: 1
number of parameters: 0

id: 153
unit: def _preprocess_ratings()
file: sourcecode/scoring/post_selection_similarity_old.py
start line: 0
end line: 0
size: 8 LOC
McCabe index: 1
number of parameters: 2

id: 154
unit: def _get_pair_tuples_parallel()
file: sourcecode/scoring/post_selection_similarity_old.py
start line: 0
end line: 0
size: 8 LOC
McCabe index: 6
number of parameters: 2

id: 155
unit: def tsv_parser()
file: sourcecode/scoring/process_data.py
start line: 0
end line: 0
size: 8 LOC
McCabe index: 1
number of parameters: 0

id: 156
unit: def remove_duplicate_ratings()
file: sourcecode/scoring/process_data.py
start line: 0
end line: 0
size: 8 LOC
McCabe index: 1
number of parameters: 1

id: 157
unit: def remove_duplicate_notes()
file: sourcecode/scoring/process_data.py
start line: 0
end line: 0
size: 8 LOC
McCabe index: 1
number of parameters: 1

id: 158
unit: def filter_input_data_for_testing()
file: sourcecode/scoring/process_data.py
start line: 0
end line: 0
size: 8 LOC
McCabe index: 1
number of parameters: 0

id: 159
unit: def _rater_helpfulness()
file: sourcecode/scoring/helpfulness_scores.py
start line: 0
end line: 0
size: 8 LOC
McCabe index: 1
number of parameters: 1

id: 160
unit: def __init__()
file: sourcecode/scoring/scoring_rules.py
start line: 0
end line: 0
size: 8 LOC
McCabe index: 1
number of parameters: 0

id: 161
unit: def __init__()
file: sourcecode/scoring/scoring_rules.py
start line: 0
end line: 0
size: 8 LOC
McCabe index: 1
number of parameters: 0

id: 162
unit: def __init__()
file: sourcecode/scoring/scoring_rules.py
start line: 0
end line: 0
size: 8 LOC
McCabe index: 1
number of parameters: 0

id: 163
unit: def __init__()
file: sourcecode/scoring/scoring_rules.py
start line: 0
end line: 0
size: 8 LOC
McCabe index: 1
number of parameters: 0

id: 164
unit: def fit_low_diligence_model_final()
file: sourcecode/scoring/reputation_matrix_factorization/diligence_model.py
start line: 0
end line: 0
size: 8 LOC
McCabe index: 1
number of parameters: 7

id: 165
unit: def __init__()
file: sourcecode/scoring/reputation_scorer.py
start line: 0
end line: 0
size: 8 LOC
McCabe index: 1
number of parameters: 0

id: 166
unit: def __init__()
file: sourcecode/scoring/scorer.py
start line: 0
end line: 0
size: 8 LOC
McCabe index: 1
number of parameters: 2

id: 167
unit: def _prepare_note_info()
file: sourcecode/scoring/pflip_model.py
start line: 0
end line: 0
size: 7 LOC
McCabe index: 1
number of parameters: 0

id: 168
unit: def __init__()
file: sourcecode/scoring/mf_expansion_scorer.py
start line: 0
end line: 0
size: 7 LOC
McCabe index: 1
number of parameters: 0

id: 169
unit: def _get_dropped_user_cols()
file: sourcecode/scoring/mf_expansion_scorer.py
start line: 0
end line: 0
size: 7 LOC
McCabe index: 1
number of parameters: 1

id: 170
unit: def get_helpfulness_scores_cols()
file: sourcecode/scoring/mf_group_scorer.py
start line: 0
end line: 0
size: 7 LOC
McCabe index: 1
number of parameters: 1

id: 171
unit: def _get_dropped_user_cols()
file: sourcecode/scoring/mf_group_scorer.py
start line: 0
end line: 0
size: 7 LOC
McCabe index: 1
number of parameters: 1

id: 172
unit: def _postprocess_output()
file: sourcecode/scoring/mf_group_scorer.py
start line: 0
end line: 0
size: 7 LOC
McCabe index: 1
number of parameters: 0

id: 173
unit: def _get_dropped_user_cols()
file: sourcecode/scoring/mf_expansion_plus_scorer.py
start line: 0
end line: 0
size: 7 LOC
McCabe index: 1
number of parameters: 1

id: 174
unit: def __init__()
file: sourcecode/scoring/matrix_factorization/model.py
start line: 0
end line: 0
size: 7 LOC
McCabe index: 1
number of parameters: 0

id: 175
unit: def _freeze_parameters()
file: sourcecode/scoring/matrix_factorization/model.py
start line: 0
end line: 0
size: 7 LOC
McCabe index: 5
number of parameters: 2

id: 176
unit: def _set_note_norm_weights()
file: sourcecode/scoring/matrix_factorization/normalized_loss.py
start line: 0
end line: 0
size: 7 LOC
McCabe index: 1
number of parameters: 3

id: 177
unit: def _set_rater_norm_weights()
file: sourcecode/scoring/matrix_factorization/normalized_loss.py
start line: 0
end line: 0
size: 7 LOC
McCabe index: 1
number of parameters: 3

id: 178
unit: def is_earned_out()
file: sourcecode/scoring/contributor_state.py
start line: 0
end line: 0
size: 7 LOC
McCabe index: 1
number of parameters: 1

id: 179
unit: def meta_score()
file: sourcecode/scoring/run_scoring.py
start line: 0
end line: 0
size: 7 LOC
McCabe index: 1
number of parameters: 0

id: 180
unit: def _compute_helpfulness_scores()
file: sourcecode/scoring/run_scoring.py
start line: 0
end line: 0
size: 7 LOC
McCabe index: 1
number of parameters: 0

id: 181
unit: def run_post_selection_similarity()
file: sourcecode/scoring/run_scoring.py
start line: 0
end line: 0
size: 7 LOC
McCabe index: 1
number of parameters: 2

id: 182
unit: def time_block()
file: sourcecode/scoring/constants.py
start line: 0
end line: 0
size: 7 LOC
McCabe index: 1
number of parameters: 1

id: 183
unit: def _postprocess_output()
file: sourcecode/scoring/mf_topic_scorer.py
start line: 0
end line: 0
size: 7 LOC
McCabe index: 1
number of parameters: 0

id: 184
unit: def filter_all_ratings_by_post_selection_similarity()
file: sourcecode/scoring/post_selection_similarity.py
start line: 0
end line: 0
size: 7 LOC
McCabe index: 1
number of parameters: 2

id: 185
unit: def filter_all_ratings_by_post_selection_similarity()
file: sourcecode/scoring/post_selection_similarity_old.py
start line: 0
end line: 0
size: 7 LOC
McCabe index: 1
number of parameters: 2

id: 186
unit: def preprocess_data()
file: sourcecode/scoring/process_data.py
start line: 0
end line: 0
size: 7 LOC
McCabe index: 1
number of parameters: 0

id: 187
unit: def _compile_regex()
file: sourcecode/scoring/topic_model.py
start line: 0
end line: 0
size: 7 LOC
McCabe index: 2
number of parameters: 1

id: 188
unit: def train_tag_model()
file: sourcecode/scoring/tag_consensus.py
start line: 0
end line: 0
size: 7 LOC
McCabe index: 1
number of parameters: 0

id: 189
unit: def _normalize_factors()
file: sourcecode/scoring/tag_filter.py
start line: 0
end line: 0
size: 7 LOC
McCabe index: 1
number of parameters: 3

id: 190
unit: def __init__()
file: sourcecode/scoring/scoring_rules.py
start line: 0
end line: 0
size: 7 LOC
McCabe index: 1
number of parameters: 0

id: 191
unit: def __init__()
file: sourcecode/scoring/scoring_rules.py
start line: 0
end line: 0
size: 7 LOC
McCabe index: 1
number of parameters: 0

id: 192
unit: def __init__()
file: sourcecode/scoring/scoring_rules.py
start line: 0
end line: 0
size: 7 LOC
McCabe index: 1
number of parameters: 0

id: 193
unit: def __init__()
file: sourcecode/scoring/scoring_rules.py
start line: 0
end line: 0
size: 7 LOC
McCabe index: 1
number of parameters: 0

id: 194
unit: def get_or_default_if_nan()
file: sourcecode/scoring/reputation_matrix_factorization/reputation_matrix_factorization.py
start line: 0
end line: 0
size: 7 LOC
McCabe index: 3
number of parameters: 3

id: 195
unit: def forward()
file: sourcecode/scoring/reputation_matrix_factorization/reputation_matrix_factorization.py
start line: 0
end line: 0
size: 7 LOC
McCabe index: 1
number of parameters: 3

id: 196
unit: def train_model_final()
file: sourcecode/scoring/reputation_matrix_factorization/reputation_matrix_factorization.py
start line: 0
end line: 0
size: 7 LOC
McCabe index: 1
number of parameters: 6

id: 197
unit: def get_scored_notes_cols()
file: sourcecode/scoring/reputation_scorer.py
start line: 0
end line: 0
size: 7 LOC
McCabe index: 1
number of parameters: 1

id: 198
unit: def get_internal_scored_notes_cols()
file: sourcecode/scoring/reputation_scorer.py
start line: 0
end line: 0
size: 7 LOC
McCabe index: 1
number of parameters: 1

id: 199
unit: def get_internal_helpfulness_scores_cols()
file: sourcecode/scoring/reputation_scorer.py
start line: 0
end line: 0
size: 7 LOC
McCabe index: 1
number of parameters: 1

id: 200
unit: def _score_notes_and_users()
file: sourcecode/scoring/reputation_scorer.py
start line: 0
end line: 0
size: 7 LOC
McCabe index: 1
number of parameters: 0

id: 201
unit: def _postprocess_output()
file: sourcecode/scoring/scorer.py
start line: 0
end line: 0
size: 7 LOC
McCabe index: 1
number of parameters: 0

id: 202
unit: def _score_notes_and_users()
file: sourcecode/scoring/scorer.py
start line: 0
end line: 0
size: 7 LOC
McCabe index: 1
number of parameters: 0

id: 203
unit: def _get_user_tag_ratings()
file: sourcecode/scoring/pflip_model.py
start line: 0
end line: 0
size: 6 LOC
McCabe index: 1
number of parameters: 0

id: 204
unit: def fit()
file: sourcecode/scoring/pflip_model.py
start line: 0
end line: 0
size: 6 LOC
McCabe index: 1
number of parameters: 0

id: 205
unit: def predict()
file: sourcecode/scoring/pflip_model.py
start line: 0
end line: 0
size: 6 LOC
McCabe index: 1
number of parameters: 0

id: 206
unit: def get_helpfulness_scores_cols()
file: sourcecode/scoring/mf_expansion_scorer.py
start line: 0
end line: 0
size: 6 LOC
McCabe index: 1
number of parameters: 1

id: 207
unit: def __init__()
file: sourcecode/scoring/mf_expansion_plus_scorer.py
start line: 0
end line: 0
size: 6 LOC
McCabe index: 1
number of parameters: 0

id: 208
unit: def get_helpfulness_scores_cols()
file: sourcecode/scoring/mf_expansion_plus_scorer.py
start line: 0
end line: 0
size: 6 LOC
McCabe index: 1
number of parameters: 1

id: 209
unit: def get_ratings_for_stable_init()
file: sourcecode/scoring/mf_base_scorer.py
start line: 0
end line: 0
size: 6 LOC
McCabe index: 1
number of parameters: 0

id: 210
unit: def get_contributor_state()
file: sourcecode/scoring/contributor_state.py
start line: 0
end line: 0
size: 6 LOC
McCabe index: 1
number of parameters: 0

id: 211
unit: def _run_scorer_parallelizable()
file: sourcecode/scoring/run_scoring.py
start line: 0
end line: 0
size: 6 LOC
McCabe index: 1
number of parameters: 0

id: 212
unit: def _run_scorers()
file: sourcecode/scoring/run_scoring.py
start line: 0
end line: 0
size: 6 LOC
McCabe index: 1
number of parameters: 0

id: 213
unit: def _validate_contributor_scoring_output()
file: sourcecode/scoring/run_scoring.py
start line: 0
end line: 0
size: 6 LOC
McCabe index: 1
number of parameters: 1

id: 214
unit: def remove_large_args_for_multiprocessing()
file: sourcecode/scoring/constants.py
start line: 0
end line: 0
size: 6 LOC
McCabe index: 1
number of parameters: 1

id: 215
unit: def read_from_tsv()
file: sourcecode/scoring/process_data.py
start line: 0
end line: 0
size: 6 LOC
McCabe index: 1
number of parameters: 0

id: 216
unit: def is_crnh_ucb()
file: sourcecode/scoring/note_ratings.py
start line: 0
end line: 0
size: 6 LOC
McCabe index: 2
number of parameters: 3

id: 217
unit: def get_ratings_with_scores()
file: sourcecode/scoring/note_ratings.py
start line: 0
end line: 0
size: 6 LOC
McCabe index: 1
number of parameters: 0

id: 218
unit: def get_valid_ratings()
file: sourcecode/scoring/note_ratings.py
start line: 0
end line: 0
size: 6 LOC
McCabe index: 1
number of parameters: 0

id: 219
unit: def get_note_topics()
file: sourcecode/scoring/topic_model.py
start line: 0
end line: 0
size: 6 LOC
McCabe index: 1
number of parameters: 0

id: 220
unit: def __init__()
file: sourcecode/scoring/scoring_rules.py
start line: 0
end line: 0
size: 6 LOC
McCabe index: 1
number of parameters: 0

id: 221
unit: def __init__()
file: sourcecode/scoring/scoring_rules.py
start line: 0
end line: 0
size: 6 LOC
McCabe index: 1
number of parameters: 0

id: 222
unit: def __init__()
file: sourcecode/scoring/scoring_rules.py
start line: 0
end line: 0
size: 6 LOC
McCabe index: 1
number of parameters: 0

id: 223
unit: def apply_scoring_rules()
file: sourcecode/scoring/scoring_rules.py
start line: 0
end line: 0
size: 6 LOC
McCabe index: 1
number of parameters: 0

id: 224
unit: def get_helpfulness_reputation_results_final()
file: sourcecode/scoring/reputation_matrix_factorization/helpfulness_model.py
start line: 0
end line: 0
size: 6 LOC
McCabe index: 1
number of parameters: 5

id: 225
unit: def init_global_bias()
file: sourcecode/scoring/reputation_matrix_factorization/reputation_matrix_factorization.py
start line: 0
end line: 0
size: 6 LOC
McCabe index: 2
number of parameters: 2

id: 226
unit: def _setup_model()
file: sourcecode/scoring/reputation_matrix_factorization/reputation_matrix_factorization.py
start line: 0
end line: 0
size: 6 LOC
McCabe index: 1
number of parameters: 0

id: 227
unit: def train_model_prescoring()
file: sourcecode/scoring/reputation_matrix_factorization/reputation_matrix_factorization.py
start line: 0
end line: 0
size: 6 LOC
McCabe index: 1
number of parameters: 5

id: 228
unit: def _filter_input()
file: sourcecode/scoring/scorer.py
start line: 0
end line: 0
size: 6 LOC
McCabe index: 1
number of parameters: 0

id: 229
unit: def score()
file: sourcecode/scoring/scorer.py
start line: 0
end line: 0
size: 6 LOC
McCabe index: 1
number of parameters: 0

id: 230
unit: def _prepare_ratings()
file: sourcecode/scoring/pflip_model.py
start line: 0
end line: 0
size: 5 LOC
McCabe index: 1
number of parameters: 0

id: 231
unit: def _get_recent_notes()
file: sourcecode/scoring/pflip_model.py
start line: 0
end line: 0
size: 5 LOC
McCabe index: 1
number of parameters: 4

id: 232
unit: def _get_user_col_mapping()
file: sourcecode/scoring/mf_expansion_scorer.py
start line: 0
end line: 0
size: 5 LOC
McCabe index: 1
number of parameters: 1

id: 233
unit: def _check_flips()
file: sourcecode/scoring/note_status_history.py
start line: 0
end line: 0
size: 5 LOC
McCabe index: 1
number of parameters: 0

id: 234
unit: def _get_user_col_mapping()
file: sourcecode/scoring/mf_group_scorer.py
start line: 0
end line: 0
size: 5 LOC
McCabe index: 1
number of parameters: 1

id: 235
unit: def _get_user_col_mapping()
file: sourcecode/scoring/mf_expansion_plus_scorer.py
start line: 0
end line: 0
size: 5 LOC
McCabe index: 1
number of parameters: 1

id: 236
unit: def _get_user_col_mapping()
file: sourcecode/scoring/mf_core_scorer.py
start line: 0
end line: 0
size: 5 LOC
McCabe index: 1
number of parameters: 1

id: 237
unit: def get_top_two_tags_for_note()
file: sourcecode/scoring/explanation_tags.py
start line: 0
end line: 0
size: 5 LOC
McCabe index: 1
number of parameters: 0

id: 238
unit: def _initialize_parameters()
file: sourcecode/scoring/matrix_factorization/matrix_factorization.py
start line: 0
end line: 0
size: 5 LOC
McCabe index: 1
number of parameters: 0

id: 239
unit: def _create_mf_model()
file: sourcecode/scoring/matrix_factorization/matrix_factorization.py
start line: 0
end line: 0
size: 5 LOC
McCabe index: 1
number of parameters: 0

id: 240
unit: def _compute_and_print_loss()
file: sourcecode/scoring/matrix_factorization/matrix_factorization.py
start line: 0
end line: 0
size: 5 LOC
McCabe index: 1
number of parameters: 0

id: 241
unit: def _get_visible_note_counts()
file: sourcecode/scoring/contributor_state.py
start line: 0
end line: 0
size: 5 LOC
McCabe index: 1
number of parameters: 0

id: 242
unit: def _merge_results()
file: sourcecode/scoring/run_scoring.py
start line: 0
end line: 0
size: 5 LOC
McCabe index: 1
number of parameters: 0

id: 243
unit: def get_df_from_shared_memory()
file: sourcecode/scoring/run_scoring.py
start line: 0
end line: 0
size: 5 LOC
McCabe index: 1
number of parameters: 1

id: 244
unit: def remove_large_args_for_multiprocessing()
file: sourcecode/scoring/constants.py
start line: 0
end line: 0
size: 5 LOC
McCabe index: 1
number of parameters: 1

id: 245
unit: def _filter_misleading_notes()
file: sourcecode/scoring/process_data.py
start line: 0
end line: 0
size: 5 LOC
McCabe index: 1
number of parameters: 0

id: 246
unit: def filter_ratings()
file: sourcecode/scoring/process_data.py
start line: 0
end line: 0
size: 5 LOC
McCabe index: 1
number of parameters: 0

id: 247
unit: def filter_ratings_after_first_status_plus_n_hours()
file: sourcecode/scoring/process_data.py
start line: 0
end line: 0
size: 5 LOC
McCabe index: 1
number of parameters: 0

id: 248
unit: def get_ratings_before_note_status_and_public_tsv()
file: sourcecode/scoring/note_ratings.py
start line: 0
end line: 0
size: 5 LOC
McCabe index: 1
number of parameters: 0

id: 249
unit: def _merge_predictions_and_labels()
file: sourcecode/scoring/topic_model.py
start line: 0
end line: 0
size: 5 LOC
McCabe index: 4
number of parameters: 3

id: 250
unit: def validate_note_topic_accuracy_on_seed_labels()
file: sourcecode/scoring/topic_model.py
start line: 0
end line: 0
size: 5 LOC
McCabe index: 1
number of parameters: 4

id: 251
unit: def prepare_tag_data()
file: sourcecode/scoring/tag_consensus.py
start line: 0
end line: 0
size: 5 LOC
McCabe index: 1
number of parameters: 0

id: 252
unit: def __init__()
file: sourcecode/scoring/scoring_rules.py
start line: 0
end line: 0
size: 5 LOC
McCabe index: 1
number of parameters: 0

id: 253
unit: def get_helpfulness_reputation_results_prescoring()
file: sourcecode/scoring/reputation_matrix_factorization/helpfulness_model.py
start line: 0
end line: 0
size: 5 LOC
McCabe index: 1
number of parameters: 4

id: 254
unit: def _get_note_weight_totals()
file: sourcecode/scoring/reputation_matrix_factorization/weighted_loss.py
start line: 0
end line: 0
size: 5 LOC
McCabe index: 2
number of parameters: 4

id: 255
unit: def _get_rater_weight_totals()
file: sourcecode/scoring/reputation_matrix_factorization/weighted_loss.py
start line: 0
end line: 0
size: 5 LOC
McCabe index: 2
number of parameters: 4

id: 256
unit: def _setup_dataset_and_hparams()
file: sourcecode/scoring/reputation_matrix_factorization/diligence_model.py
start line: 0
end line: 0
size: 5 LOC
McCabe index: 1
number of parameters: 2

id: 257
unit: def fit_low_diligence_model_prescoring()
file: sourcecode/scoring/reputation_matrix_factorization/diligence_model.py
start line: 0
end line: 0
size: 5 LOC
McCabe index: 1
number of parameters: 4

id: 258
unit: def __init__()
file: sourcecode/scoring/pandas_utils.py
start line: 0
end line: 0
size: 4 LOC
McCabe index: 1
number of parameters: 1

id: 259
unit: def _fill_nans()
file: sourcecode/scoring/pflip_model.py
start line: 0
end line: 0
size: 4 LOC
McCabe index: 1
number of parameters: 1

id: 260
unit: def serialize()
file: sourcecode/scoring/pflip_model.py
start line: 0
end line: 0
size: 4 LOC
McCabe index: 1
number of parameters: 1

id: 261
unit: def _run_scorer()
file: sourcecode/scoring/runner.py
start line: 0
end line: 0
size: 4 LOC
McCabe index: 1
number of parameters: 0

id: 262
unit: def main()
file: sourcecode/scoring/runner.py
start line: 0
end line: 0
size: 4 LOC
McCabe index: 1
number of parameters: 0

id: 263
unit: def apply_update()
file: sourcecode/scoring/note_status_history.py
start line: 0
end line: 0
size: 4 LOC
McCabe index: 1
number of parameters: 1

id: 264
unit: def coalesce_group_model_helpfulness_scores()
file: sourcecode/scoring/mf_group_scorer.py
start line: 0
end line: 0
size: 4 LOC
McCabe index: 2
number of parameters: 1

id: 265
unit: def _run_stable_matrix_factorization()
file: sourcecode/scoring/mf_base_scorer.py
start line: 0
end line: 0
size: 4 LOC
McCabe index: 1
number of parameters: 0

id: 266
unit: def coalesce_multi_group_model_helpfulness_scores()
file: sourcecode/scoring/mf_multi_group_scorer.py
start line: 0
end line: 0
size: 4 LOC
McCabe index: 2
number of parameters: 1

id: 267
unit: def _fit_model()
file: sourcecode/scoring/matrix_factorization/matrix_factorization.py
start line: 0
end line: 0
size: 4 LOC
McCabe index: 1
number of parameters: 0

id: 268
unit: def _sum_first_n()
file: sourcecode/scoring/contributor_state.py
start line: 0
end line: 0
size: 4 LOC
McCabe index: 1
number of parameters: 1

id: 269
unit: def _transform_to_thrift_code()
file: sourcecode/scoring/contributor_state.py
start line: 0
end line: 0
size: 4 LOC
McCabe index: 2
number of parameters: 1

id: 270
unit: def _get_scorers()
file: sourcecode/scoring/run_scoring.py
start line: 0
end line: 0
size: 4 LOC
McCabe index: 1
number of parameters: 0

id: 271
unit: def _validate_note_scoring_output()
file: sourcecode/scoring/run_scoring.py
start line: 0
end line: 0
size: 4 LOC
McCabe index: 1
number of parameters: 0

id: 272
unit: def get_incorrect_aggregates_final_scoring()
file: sourcecode/scoring/incorrect_filter.py
start line: 0
end line: 0
size: 4 LOC
McCabe index: 1
number of parameters: 0

id: 273
unit: def get_incorrect_aggregates()
file: sourcecode/scoring/incorrect_filter.py
start line: 0
end line: 0
size: 4 LOC
McCabe index: 1
number of parameters: 0

id: 274
unit: def filter_notes()
file: sourcecode/scoring/process_data.py
start line: 0
end line: 0
size: 4 LOC
McCabe index: 1
number of parameters: 1

id: 275
unit: def filter_raters()
file: sourcecode/scoring/process_data.py
start line: 0
end line: 0
size: 4 LOC
McCabe index: 1
number of parameters: 1

id: 276
unit: def filter_notes_and_ratings_after_particular_timestamp_millis()
file: sourcecode/scoring/process_data.py
start line: 0
end line: 0
size: 4 LOC
McCabe index: 1
number of parameters: 0

id: 277
unit: def filter_prescoring_input_to_simulate_delay_in_hours()
file: sourcecode/scoring/process_data.py
start line: 0
end line: 0
size: 4 LOC
McCabe index: 1
number of parameters: 0

id: 278
unit: def is_crh()
file: sourcecode/scoring/note_ratings.py
start line: 0
end line: 0
size: 4 LOC
McCabe index: 1
number of parameters: 3

id: 279
unit: def author_helpfulness()
file: sourcecode/scoring/helpfulness_scores.py
start line: 0
end line: 0
size: 4 LOC
McCabe index: 1
number of parameters: 0

id: 280
unit: def filter_ratings_by_helpfulness_scores()
file: sourcecode/scoring/helpfulness_scores.py
start line: 0
end line: 0
size: 4 LOC
McCabe index: 1
number of parameters: 0

id: 281
unit: def build_dataset()
file: sourcecode/scoring/reputation_matrix_factorization/dataset.py
start line: 0
end line: 0
size: 4 LOC
McCabe index: 1
number of parameters: 3

id: 282
unit: def _get_user_col_mapping()
file: sourcecode/scoring/reputation_scorer.py
start line: 0
end line: 0
size: 4 LOC
McCabe index: 1
number of parameters: 1

id: 283
unit: def keep_columns()
file: sourcecode/scoring/pandas_utils.py
start line: 0
end line: 0
size: 3 LOC
McCabe index: 3
number of parameters: 2

id: 284
unit: def _check_dtype()
file: sourcecode/scoring/pandas_utils.py
start line: 0
end line: 0
size: 3 LOC
McCabe index: 2
number of parameters: 3

id: 285
unit: def _validate_series()
file: sourcecode/scoring/pandas_utils.py
start line: 0
end line: 0
size: 3 LOC
McCabe index: 1
number of parameters: 2

id: 286
unit: def _label_notes()
file: sourcecode/scoring/pflip_model.py
start line: 0
end line: 0
size: 3 LOC
McCabe index: 1
number of parameters: 0

id: 287
unit: def merge_old_and_new_note_statuses()
file: sourcecode/scoring/note_status_history.py
start line: 0
end line: 0
size: 3 LOC
McCabe index: 1
number of parameters: 0

id: 288
unit: def update_note_status_history()
file: sourcecode/scoring/note_status_history.py
start line: 0
end line: 0
size: 3 LOC
McCabe index: 1
number of parameters: 0

id: 289
unit: def _initialize_note_and_rater_id_maps()
file: sourcecode/scoring/matrix_factorization/matrix_factorization.py
start line: 0
end line: 0
size: 3 LOC
McCabe index: 1
number of parameters: 0

id: 290
unit: def get_note_and_rater_id_maps()
file: sourcecode/scoring/matrix_factorization/matrix_factorization.py
start line: 0
end line: 0
size: 3 LOC
McCabe index: 1
number of parameters: 0

id: 291
unit: def _create_train_validate_sets()
file: sourcecode/scoring/matrix_factorization/matrix_factorization.py
start line: 0
end line: 0
size: 3 LOC
McCabe index: 1
number of parameters: 0

id: 292
unit: def prepare_features_and_labels()
file: sourcecode/scoring/matrix_factorization/matrix_factorization.py
start line: 0
end line: 0
size: 3 LOC
McCabe index: 1
number of parameters: 0

id: 293
unit: def combine_final_scorer_results()
file: sourcecode/scoring/run_scoring.py
start line: 0
end line: 0
size: 3 LOC
McCabe index: 1
number of parameters: 0

id: 294
unit: def convert_prescoring_rater_model_output_to_coalesced_helpfulness_scores()
file: sourcecode/scoring/run_scoring.py
start line: 0
end line: 0
size: 3 LOC
McCabe index: 1
number of parameters: 0

id: 295
unit: def write_tsv_local()
file: sourcecode/scoring/process_data.py
start line: 0
end line: 0
size: 3 LOC
McCabe index: 1
number of parameters: 3

id: 296
unit: def _get_weight_from_distance()
file: sourcecode/scoring/tag_filter.py
start line: 0
end line: 0
size: 3 LOC
McCabe index: 1
number of parameters: 1

id: 297
unit: def __init__()
file: sourcecode/scoring/scoring_rules.py
start line: 0
end line: 0
size: 3 LOC
McCabe index: 1
number of parameters: 3

id: 298
unit: def __init__()
file: sourcecode/scoring/scoring_rules.py
start line: 0
end line: 0
size: 3 LOC
McCabe index: 1
number of parameters: 4

id: 299
unit: def __init__()
file: sourcecode/scoring/scoring_rules.py
start line: 0
end line: 0
size: 3 LOC
McCabe index: 1
number of parameters: 4

id: 300
unit: def _setup_dataset_and_hparams()
file: sourcecode/scoring/reputation_matrix_factorization/helpfulness_model.py
start line: 0
end line: 0
size: 3 LOC
McCabe index: 1
number of parameters: 2

id: 301
unit: def _sigmoid_range()
file: sourcecode/scoring/reputation_matrix_factorization/reputation_matrix_factorization.py
start line: 0
end line: 0
size: 3 LOC
McCabe index: 1
number of parameters: 2

id: 302
unit: def get_df_info()
file: sourcecode/scoring/pandas_utils.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 303
unit: def __init__()
file: sourcecode/scoring/pandas_utils.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 4

id: 304
unit: def get_summary()
file: sourcecode/scoring/pandas_utils.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 305
unit: def _identity()
file: sourcecode/scoring/pflip_model.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 306
unit: def _feature_log()
file: sourcecode/scoring/pflip_model.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 307
unit: def _get_label_vector()
file: sourcecode/scoring/pflip_model.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 2

id: 308
unit: def _evaluate_model()
file: sourcecode/scoring/pflip_model.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 309
unit: def get_name()
file: sourcecode/scoring/mf_expansion_scorer.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 310
unit: def get_auxiliary_note_info_cols()
file: sourcecode/scoring/mf_expansion_scorer.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 311
unit: def get_name()
file: sourcecode/scoring/mf_group_scorer.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 312
unit: def get_auxiliary_note_info_cols()
file: sourcecode/scoring/mf_group_scorer.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 313
unit: def get_name()
file: sourcecode/scoring/mf_expansion_plus_scorer.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 314
unit: def get_auxiliary_note_info_cols()
file: sourcecode/scoring/mf_expansion_plus_scorer.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 315
unit: def get_crh_threshold()
file: sourcecode/scoring/mf_base_scorer.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 316
unit: def _get_dropped_user_cols()
file: sourcecode/scoring/mf_base_scorer.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 317
unit: def _run_regular_matrix_factorization()
file: sourcecode/scoring/mf_base_scorer.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 2

id: 318
unit: def compute_tag_thresholds_for_percentile()
file: sourcecode/scoring/mf_base_scorer.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 319
unit: def _prescore_notes_and_users()
file: sourcecode/scoring/mf_base_scorer.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 320
unit: def get_name()
file: sourcecode/scoring/mf_multi_group_scorer.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 321
unit: def get_name()
file: sourcecode/scoring/mf_core_scorer.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 322
unit: def get_top_nonhelpful_tags_per_author()
file: sourcecode/scoring/explanation_tags.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 323
unit: def freeze_rater_and_global_parameters()
file: sourcecode/scoring/matrix_factorization/model.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 324
unit: def freeze_factors()
file: sourcecode/scoring/matrix_factorization/model.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 325
unit: def _create_new_model_with_extreme_raters_from_original_params()
file: sourcecode/scoring/matrix_factorization/pseudo_raters.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 326
unit: def get_final_train_error()
file: sourcecode/scoring/matrix_factorization/matrix_factorization.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 2
number of parameters: 1

id: 327
unit: def _get_parameters_from_trained_model()
file: sourcecode/scoring/matrix_factorization/matrix_factorization.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 328
unit: def _flip_factors_for_identification()
file: sourcecode/scoring/matrix_factorization/matrix_factorization.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 329
unit: def __init__()
file: sourcecode/scoring/matrix_factorization/normalized_loss.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 330
unit: def forward()
file: sourcecode/scoring/matrix_factorization/normalized_loss.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 2

id: 331
unit: def _get_rated_after_decision()
file: sourcecode/scoring/contributor_state.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 332
unit: def _get_visible_rating_counts()
file: sourcecode/scoring/contributor_state.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 333
unit: def __missing__()
file: sourcecode/scoring/contributor_state.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 2

id: 334
unit: def _load_data_with_data_loader_parallelizable()
file: sourcecode/scoring/run_scoring.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 335
unit: def _load_data_from_shared_memory_parallelizable()
file: sourcecode/scoring/run_scoring.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 336
unit: def _save_dfs_to_shared_memory()
file: sourcecode/scoring/run_scoring.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 337
unit: def combine_prescorer_scorer_results()
file: sourcecode/scoring/run_scoring.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 338
unit: def _compute_note_stats()
file: sourcecode/scoring/run_scoring.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 339
unit: def note_factor_key()
file: sourcecode/scoring/constants.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 340
unit: def rater_factor_key()
file: sourcecode/scoring/constants.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 341
unit: def _get_incorrect_tfidf_ratio()
file: sourcecode/scoring/incorrect_filter.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 342
unit: def get_name()
file: sourcecode/scoring/mf_topic_scorer.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 343
unit: def get_helpfulness_scores_cols()
file: sourcecode/scoring/mf_topic_scorer.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 344
unit: def get_auxiliary_note_info_cols()
file: sourcecode/scoring/mf_topic_scorer.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 345
unit: def __init__()
file: sourcecode/scoring/post_selection_similarity_old.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 346
unit: def filter_edges_below_threshold()
file: sourcecode/scoring/post_selection_similarity_old.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 347
unit: def _compute_pmi()
file: sourcecode/scoring/post_selection_similarity_old.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 348
unit: def _join_rater_totals()
file: sourcecode/scoring/post_selection_similarity_old.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 349
unit: def read_from_strings()
file: sourcecode/scoring/process_data.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 350
unit: def tsv_reader_single()
file: sourcecode/scoring/process_data.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 351
unit: def tsv_reader()
file: sourcecode/scoring/process_data.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 352
unit: def write_parquet_local()
file: sourcecode/scoring/process_data.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 353
unit: def get_prescoring_model_output()
file: sourcecode/scoring/process_data.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 354
unit: def is_crnh_diamond()
file: sourcecode/scoring/note_ratings.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 355
unit: def train_note_topic_classifier()
file: sourcecode/scoring/topic_model.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 356
unit: def _get_rating_weight()
file: sourcecode/scoring/tag_filter.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 357
unit: def get_note_tag_aggregates()
file: sourcecode/scoring/tag_filter.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 358
unit: def get_name()
file: sourcecode/scoring/scoring_rules.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 359
unit: def get_rule_id()
file: sourcecode/scoring/scoring_rules.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 360
unit: def get_name()
file: sourcecode/scoring/scoring_rules.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 361
unit: def check_dependencies()
file: sourcecode/scoring/scoring_rules.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 2

id: 362
unit: def score_notes()
file: sourcecode/scoring/scoring_rules.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 363
unit: def score_notes()
file: sourcecode/scoring/scoring_rules.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 364
unit: def score_notes()
file: sourcecode/scoring/scoring_rules.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 365
unit: def score_notes()
file: sourcecode/scoring/scoring_rules.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 366
unit: def score_notes()
file: sourcecode/scoring/scoring_rules.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 367
unit: def score_notes()
file: sourcecode/scoring/scoring_rules.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 368
unit: def score_notes()
file: sourcecode/scoring/scoring_rules.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 369
unit: def score_notes()
file: sourcecode/scoring/scoring_rules.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 370
unit: def score_notes()
file: sourcecode/scoring/scoring_rules.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 371
unit: def score_notes()
file: sourcecode/scoring/scoring_rules.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 372
unit: def score_notes()
file: sourcecode/scoring/scoring_rules.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 373
unit: def score_notes()
file: sourcecode/scoring/scoring_rules.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 374
unit: def __init__()
file: sourcecode/scoring/scoring_rules.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 375
unit: def score_notes()
file: sourcecode/scoring/scoring_rules.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 376
unit: def score_notes()
file: sourcecode/scoring/scoring_rules.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 377
unit: def score_notes()
file: sourcecode/scoring/scoring_rules.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 378
unit: def score_notes()
file: sourcecode/scoring/scoring_rules.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 379
unit: def forward()
file: sourcecode/scoring/reputation_matrix_factorization/weighted_loss.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 2

id: 380
unit: def get_name()
file: sourcecode/scoring/reputation_scorer.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 381
unit: def get_helpfulness_scores_cols()
file: sourcecode/scoring/reputation_scorer.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 382
unit: def get_auxiliary_note_info_cols()
file: sourcecode/scoring/reputation_scorer.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 383
unit: def _get_dropped_note_cols()
file: sourcecode/scoring/reputation_scorer.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 384
unit: def _get_dropped_user_cols()
file: sourcecode/scoring/reputation_scorer.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 385
unit: def _prescore_notes_and_users()
file: sourcecode/scoring/reputation_scorer.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 386
unit: def get_name()
file: sourcecode/scoring/scorer.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 387
unit: def _get_note_col_mapping()
file: sourcecode/scoring/scorer.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 388
unit: def _get_user_col_mapping()
file: sourcecode/scoring/scorer.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 389
unit: def _prescore_notes_and_users()
file: sourcecode/scoring/scorer.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 390
unit: def __init__()
file: sourcecode/scoring/process_data.py
start line: 0
end line: 0
size: 1 LOC
McCabe index: 1
number of parameters: 1

id: 391
unit: def get_data()
file: sourcecode/scoring/process_data.py
start line: 0
end line: 0
size: 1 LOC
McCabe index: 1
number of parameters: 1

id: 392
unit: def get_prescoring_model_output()
file: sourcecode/scoring/process_data.py
start line: 0
end line: 0
size: 1 LOC
McCabe index: 1
number of parameters: 1

id: 393
unit: def get_scored_notes_cols()
file: sourcecode/scoring/scorer.py
start line: 0
end line: 0
size: 1 LOC
McCabe index: 1
number of parameters: 1

id: 394
unit: def get_internal_scored_notes_cols()
file: sourcecode/scoring/scorer.py
start line: 0
end line: 0
size: 1 LOC
McCabe index: 1
number of parameters: 1

id: 395
unit: def get_helpfulness_scores_cols()
file: sourcecode/scoring/scorer.py
start line: 0
end line: 0
size: 1 LOC
McCabe index: 1
number of parameters: 1

id: 396
unit: def get_internal_helpfulness_scores_cols()
file: sourcecode/scoring/scorer.py
start line: 0
end line: 0
size: 1 LOC
McCabe index: 1
number of parameters: 1

id: 397
unit: def get_auxiliary_note_info_cols()
file: sourcecode/scoring/scorer.py
start line: 0
end line: 0
size: 1 LOC
McCabe index: 1
number of parameters: 1

id: 398
unit: def _get_dropped_note_cols()
file: sourcecode/scoring/scorer.py
start line: 0
end line: 0
size: 1 LOC
McCabe index: 1
number of parameters: 1

id: 399
unit: def _get_dropped_user_cols()
file: sourcecode/scoring/scorer.py
start line: 0
end line: 0
size: 1 LOC
McCabe index: 1
number of parameters: 1