Index

_

__str__() (fantasyfootball.data.FantasyData method) __version__ (in module fantasyfootball) _calculate_n_games_played() (fantasyfootball.features.FantasyFeatures static method) _create_step_str() (fantasyfootball.features.FantasyFeatures static method) _filter_to_most_recent_complete_week() (fantasyfootball.data.FantasyData method) _forward_fill_future_week_cv() (fantasyfootball.features.FantasyFeatures method) _load_data() (fantasyfootball.data.FantasyData static method) _refresh_data() (fantasyfootball.data.FantasyData static method)

_remove_missing_feature_values() (fantasyfootball.features.FantasyFeatures method) _replace_missing_salary_values_with_zero() (fantasyfootball.features.FantasyFeatures method) _save_pipeline_feature_names() (fantasyfootball.features.FantasyFeatures static method) _validate_column_present() (fantasyfootball.features.FantasyFeatures method) _validate_future_data_is_present() (fantasyfootball.features.FantasyFeatures static method) _validate_max_week() (fantasyfootball.features.FantasyFeatures static method) _validate_scoring_source_rules() (fantasyfootball.data.FantasyData static method) _validate_season_year_range() (fantasyfootball.data.FantasyData method)

A

add_coefficient_of_variation() (fantasyfootball.features.FantasyFeatures method) add_lag_feature() (fantasyfootball.features.FantasyFeatures method)

add_moving_avg_feature() (fantasyfootball.features.FantasyFeatures method) add_scoring_source() (fantasyfootball.data.FantasyData method) add_target_encoded_feature() (fantasyfootball.features.FantasyFeatures method)

C

CategoryConsolidatorFeatureTransformer (class in fantasyfootball.features) consolidate_category_feature() (fantasyfootball.features.FantasyFeatures method)

create_fantasy_points_column() (fantasyfootball.data.FantasyData method) create_ff_signature() (fantasyfootball.features.FantasyFeatures method) create_future_week() (fantasyfootball.features.FantasyFeatures method)

D

data (fantasyfootball.data.FantasyData property) (fantasyfootball.features.FantasyFeatures property)

data_sources (in module fantasyfootball.config)

F

FantasyData (class in fantasyfootball.data) FantasyFeatures (class in fantasyfootball.features) fantasyfootball module fantasyfootball.benchmarking module fantasyfootball.config module fantasyfootball.data module

fantasyfootball.features module filter_inactive_games() (fantasyfootball.features.FantasyFeatures method) filter_n_games_played_by_season() (fantasyfootball.features.FantasyFeatures method) filter_to_prior_week() (in module fantasyfootball.benchmarking) fit() (fantasyfootball.features.CategoryConsolidatorFeatureTransformer method) (fantasyfootball.features.LagFeatureTransformer method) (fantasyfootball.features.MAFeatureTransformer method) (fantasyfootball.features.TargetEncoderFeatureTransformer method) fit_transform() (fantasyfootball.features.CategoryConsolidatorFeatureTransformer method) (fantasyfootball.features.TargetEncoderFeatureTransformer method)

G

get_benchmarking_data() (in module fantasyfootball.benchmarking)

L

LagFeatureTransformer (class in fantasyfootball.features) load_data() (fantasyfootball.data.FantasyData method)

log_transform_y() (fantasyfootball.features.FantasyFeatures method) logger (in module fantasyfootball.data) (in module fantasyfootball.features)

M

MAFeatureTransformer (class in fantasyfootball.features) module fantasyfootball fantasyfootball.benchmarking fantasyfootball.config fantasyfootball.data fantasyfootball.features

R

root_dir (in module fantasyfootball.config)

S

score_benchmark_data() (in module fantasyfootball.benchmarking) score_player() (fantasyfootball.data.FantasyData static method)

scoring (in module fantasyfootball.config) show_scoring_sources() (fantasyfootball.data.FantasyData method)

T

TargetEncoderFeatureTransformer (class in fantasyfootball.features) transform() (fantasyfootball.features.CategoryConsolidatorFeatureTransformer method) (fantasyfootball.features.LagFeatureTransformer method) (fantasyfootball.features.MAFeatureTransformer method) (fantasyfootball.features.TargetEncoderFeatureTransformer method)