Index A | B | C | D | E | F | G | H | I | K | L | M | N | O | P | Q | R | S | T | U | V | W | X | Y A active_blocks() (ncaa_eval.transform.feature_serving.FeatureConfig method) (ncaa_eval.transform.FeatureConfig method) actuals (ncaa_eval.evaluation.backtest.FoldResult attribute), [1] (ncaa_eval.evaluation.FoldResult attribute), [1] add_game_to_graph() (ncaa_eval.transform.graph.GraphTransformer method) (ncaa_eval.transform.GraphTransformer method) advancement_probs (ncaa_eval.evaluation.simulation.SimulationResult attribute), [1] (ncaa_eval.evaluation.SimulationResult attribute), [1] all_passed (ncaa_eval.ingest.validation.ValidationReport property) (ncaa_eval.ingest.ValidationReport property) all_seeds() (ncaa_eval.transform.normalization.TourneySeedTable method) (ncaa_eval.transform.TourneySeedTable method) apply_ot_rescaling() (in module ncaa_eval.transform) (in module ncaa_eval.transform.sequential) apply_season_mean_reversion() (ncaa_eval.transform.elo.EloFeatureEngine method) (ncaa_eval.transform.EloFeatureEngine method) AuthenticationError, [1], [2] B BacktestResult (class in ncaa_eval.evaluation) (class in ncaa_eval.evaluation.backtest) base_model_types (ncaa_eval.model.ensemble.StackedEnsembleConfig attribute) base_models (ncaa_eval.model.ensemble.StackedEnsemble attribute), [1] (ncaa_eval.model.StackedEnsemble attribute), [1] batch_matchup_probabilities() (ncaa_eval.evaluation.EloProvider method) (ncaa_eval.evaluation.EnsembleProvider method) (ncaa_eval.evaluation.MatrixProvider method) (ncaa_eval.evaluation.ProbabilityProvider method) (ncaa_eval.evaluation.providers.EloProvider method) (ncaa_eval.evaluation.providers.EnsembleProvider method) (ncaa_eval.evaluation.providers.MatrixProvider method) (ncaa_eval.evaluation.providers.ProbabilityProvider method) (ncaa_eval.evaluation.simulation.EloProvider method) (ncaa_eval.evaluation.simulation.MatrixProvider method) (ncaa_eval.evaluation.simulation.ProbabilityProvider method) BATCH_RATING (ncaa_eval.transform.feature_serving.FeatureBlock attribute) (ncaa_eval.transform.FeatureBlock attribute) batch_rating_types (ncaa_eval.transform.feature_serving.FeatureConfig attribute), [1] (ncaa_eval.transform.FeatureConfig attribute), [1] BatchRatingSolver (class in ncaa_eval.transform) (class in ncaa_eval.transform.opponent) bin_counts (ncaa_eval.evaluation.metrics.ReliabilityData attribute), [1] (ncaa_eval.evaluation.ReliabilityData attribute), [1] bin_edges (ncaa_eval.evaluation.metrics.ReliabilityData attribute), [1] (ncaa_eval.evaluation.ReliabilityData attribute), [1] bracket_distributions (ncaa_eval.evaluation.simulation.SimulationResult attribute), [1] (ncaa_eval.evaluation.SimulationResult attribute), [1] BracketDistribution (class in ncaa_eval.evaluation) (class in ncaa_eval.evaluation.simulation) BracketNode (class in ncaa_eval.evaluation) (class in ncaa_eval.evaluation.bracket) (class in ncaa_eval.evaluation.simulation) BracketStructure (class in ncaa_eval.evaluation) (class in ncaa_eval.evaluation.bracket) (class in ncaa_eval.evaluation.simulation) brier_score() (in module ncaa_eval.evaluation) (in module ncaa_eval.evaluation.metrics) build_bracket() (in module ncaa_eval.evaluation) (in module ncaa_eval.evaluation.bracket) (in module ncaa_eval.evaluation.simulation) build_graph() (ncaa_eval.transform.graph.GraphTransformer method) (ncaa_eval.transform.GraphTransformer method) build_kaggle_submission() (in module ncaa_eval.cli.export) build_predictions() (in module ncaa_eval.cli.predict) build_probability_matrix() (in module ncaa_eval.evaluation) (in module ncaa_eval.evaluation.providers) (in module ncaa_eval.evaluation.simulation) build_season_graph() (in module ncaa_eval.transform) (in module ncaa_eval.transform.graph) build_seed_prior_matrix() (in module ncaa_eval.evaluation) (in module ncaa_eval.evaluation.perturbation) C C (ncaa_eval.model.logistic_regression.LogisticRegressionConfig attribute) calibration_method (ncaa_eval.model.base.ModelConfig attribute) (ncaa_eval.model.ModelConfig attribute) Calibrator (class in ncaa_eval.transform) (class in ncaa_eval.transform.calibration) canonical_name (ncaa_eval.ingest.schema.Team attribute) (ncaa_eval.ingest.Team attribute) champion_team_id (ncaa_eval.evaluation.MostLikelyBracket attribute), [1] (ncaa_eval.evaluation.simulation.MostLikelyBracket attribute), [1] check_name (ncaa_eval.ingest.validation.ValidationResult attribute) ChronologicalDataServer (class in ncaa_eval.transform) (class in ncaa_eval.transform.serving) colsample_bytree (ncaa_eval.model.xgboost_model.XGBoostModelConfig attribute) composite_pca() (ncaa_eval.transform.MasseyOrdinalsStore method) (ncaa_eval.transform.normalization.MasseyOrdinalsStore method) composite_simple_average() (ncaa_eval.transform.MasseyOrdinalsStore method) (ncaa_eval.transform.normalization.MasseyOrdinalsStore method) composite_weighted() (ncaa_eval.transform.MasseyOrdinalsStore method) (ncaa_eval.transform.normalization.MasseyOrdinalsStore method) compute_advancement_probs() (in module ncaa_eval.evaluation) (in module ncaa_eval.evaluation.simulation) compute_betweenness_centrality() (in module ncaa_eval.transform) (in module ncaa_eval.transform.graph) compute_bracket_distribution() (in module ncaa_eval.evaluation) (in module ncaa_eval.evaluation.simulation) compute_clustering_coefficient() (in module ncaa_eval.transform) (in module ncaa_eval.transform.graph) compute_colley() (ncaa_eval.transform.BatchRatingSolver method) (ncaa_eval.transform.opponent.BatchRatingSolver method) compute_colley_ratings() (in module ncaa_eval.transform) (in module ncaa_eval.transform.opponent) compute_ewma_stats() (in module ncaa_eval.transform) (in module ncaa_eval.transform.sequential) compute_expected_points() (in module ncaa_eval.evaluation) (in module ncaa_eval.evaluation.simulation) compute_expected_points_seed_diff() (in module ncaa_eval.evaluation) (in module ncaa_eval.evaluation.simulation) compute_features() (ncaa_eval.transform.graph.GraphTransformer method) (ncaa_eval.transform.GraphTransformer method) compute_four_factors() (in module ncaa_eval.transform) (in module ncaa_eval.transform.sequential) compute_game_weights() (in module ncaa_eval.transform) (in module ncaa_eval.transform.sequential) compute_hits() (in module ncaa_eval.transform) (in module ncaa_eval.transform.graph) compute_momentum() (in module ncaa_eval.transform) (in module ncaa_eval.transform.sequential) compute_most_likely_bracket() (in module ncaa_eval.evaluation) (in module ncaa_eval.evaluation.simulation) compute_pagerank() (in module ncaa_eval.transform) (in module ncaa_eval.transform.graph) compute_per_possession_stats() (in module ncaa_eval.transform) (in module ncaa_eval.transform.sequential) compute_possessions() (in module ncaa_eval.transform) (in module ncaa_eval.transform.sequential) compute_ridge() (ncaa_eval.transform.BatchRatingSolver method) (ncaa_eval.transform.opponent.BatchRatingSolver method) compute_ridge_ratings() (in module ncaa_eval.transform) (in module ncaa_eval.transform.opponent) compute_rolling_stats() (in module ncaa_eval.transform) (in module ncaa_eval.transform.sequential) compute_srs() (ncaa_eval.transform.BatchRatingSolver method) (ncaa_eval.transform.opponent.BatchRatingSolver method) compute_srs_ratings() (in module ncaa_eval.transform) (in module ncaa_eval.transform.opponent) compute_streak() (in module ncaa_eval.transform) (in module ncaa_eval.transform.sequential) ConferenceLookup (class in ncaa_eval.transform) (class in ncaa_eval.transform.normalization) confidence_intervals (ncaa_eval.evaluation.simulation.SimulationResult attribute), [1] (ncaa_eval.evaluation.SimulationResult attribute), [1] configure_logging() (in module ncaa_eval.utils) (in module ncaa_eval.utils.logger) Connector (class in ncaa_eval.ingest) (class in ncaa_eval.ingest.connectors) (class in ncaa_eval.ingest.connectors.base) ConnectorError, [1], [2] contextual_features (ncaa_eval.model.ensemble.StackedEnsemble attribute), [1] (ncaa_eval.model.ensemble.StackedEnsembleConfig attribute) (ncaa_eval.model.StackedEnsemble attribute), [1] CoverageGateResult (class in ncaa_eval.transform) (class in ncaa_eval.transform.normalization) CustomScoring (class in ncaa_eval.evaluation) (class in ncaa_eval.evaluation.scoring) (class in ncaa_eval.evaluation.simulation) CVFold (class in ncaa_eval.evaluation) (class in ncaa_eval.evaluation.splitter) D DataFormatError, [1], [2] dataset_scope (ncaa_eval.transform.feature_serving.FeatureConfig attribute), [1] (ncaa_eval.transform.FeatureConfig attribute), [1] date (ncaa_eval.ingest.Game attribute) (ncaa_eval.ingest.schema.Game attribute) day_num (ncaa_eval.evaluation.bracket.MatchupContext attribute), [1] (ncaa_eval.evaluation.MatchupContext attribute), [1] (ncaa_eval.evaluation.simulation.MatchupContext attribute), [1] (ncaa_eval.ingest.Game attribute) (ncaa_eval.ingest.schema.Game attribute) DEBUG (in module ncaa_eval.utils.logger) default_metrics() (in module ncaa_eval.evaluation) (in module ncaa_eval.evaluation.backtest) DetailedResultsLoader (class in ncaa_eval.transform) (class in ncaa_eval.transform.sequential) details (ncaa_eval.ingest.validation.ValidationResult attribute) DictScoring (class in ncaa_eval.evaluation) (class in ncaa_eval.evaluation.scoring) (class in ncaa_eval.evaluation.simulation) download() (ncaa_eval.ingest.connectors.kaggle.KaggleConnector method) (ncaa_eval.ingest.connectors.KaggleConnector method) (ncaa_eval.ingest.KaggleConnector method) E early_game_threshold (ncaa_eval.model.elo.EloModelConfig attribute) (ncaa_eval.transform.elo.EloConfig attribute) (ncaa_eval.transform.EloConfig attribute) early_stopping_rounds (ncaa_eval.model.xgboost_model.XGBoostModelConfig attribute) elapsed_seconds (ncaa_eval.evaluation.backtest.BacktestResult attribute), [1] (ncaa_eval.evaluation.backtest.FoldResult attribute), [1] (ncaa_eval.evaluation.BacktestResult attribute), [1] (ncaa_eval.evaluation.FoldResult attribute), [1] ELO (ncaa_eval.transform.feature_serving.FeatureBlock attribute) (ncaa_eval.transform.FeatureBlock attribute) elo_config (ncaa_eval.transform.feature_serving.FeatureConfig attribute) (ncaa_eval.transform.FeatureConfig attribute) elo_enabled (ncaa_eval.transform.feature_serving.FeatureConfig attribute) (ncaa_eval.transform.FeatureConfig attribute) EloConfig (class in ncaa_eval.transform) (class in ncaa_eval.transform.elo) EloFeatureEngine (class in ncaa_eval.transform) (class in ncaa_eval.transform.elo) EloModel (class in ncaa_eval.model.elo) EloModelConfig (class in ncaa_eval.model.elo) EloProvider (class in ncaa_eval.evaluation) (class in ncaa_eval.evaluation.providers) (class in ncaa_eval.evaluation.simulation) end_year (ncaa_eval.model.tracking.ModelRun attribute) EnsembleProvider (class in ncaa_eval.evaluation) (class in ncaa_eval.evaluation.providers) EspnConnector (class in ncaa_eval.ingest) (class in ncaa_eval.ingest.connectors) (class in ncaa_eval.ingest.connectors.espn) ewma_alphas (ncaa_eval.transform.feature_serving.FeatureConfig attribute), [1] (ncaa_eval.transform.FeatureConfig attribute), [1] expected_calibration_error() (in module ncaa_eval.evaluation) (in module ncaa_eval.evaluation.metrics) expected_points (ncaa_eval.evaluation.simulation.SimulationResult attribute), [1] (ncaa_eval.evaluation.SimulationResult attribute), [1] expected_score() (ncaa_eval.transform.elo.EloFeatureEngine static method) (ncaa_eval.transform.EloFeatureEngine static method) export() (in module ncaa_eval.cli.main) F fallback_reason (ncaa_eval.transform.CoverageGateResult attribute), [1] (ncaa_eval.transform.normalization.CoverageGateResult attribute), [1] fallback_used (ncaa_eval.transform.CoverageGateResult attribute), [1] (ncaa_eval.transform.normalization.CoverageGateResult attribute), [1] feature_cols() (in module ncaa_eval.evaluation) (in module ncaa_eval.evaluation.backtest) feature_config (ncaa_eval.model.base.Model attribute), [1] (ncaa_eval.model.ensemble.StackedEnsemble property) (ncaa_eval.model.Model attribute), [1] (ncaa_eval.model.StackedEnsemble property) feature_names_ (ncaa_eval.model.logistic_regression.LogisticRegressionModel attribute) FeatureBlock (class in ncaa_eval.transform) (class in ncaa_eval.transform.feature_serving) FeatureConfig (class in ncaa_eval.transform) (class in ncaa_eval.transform.feature_serving) fetch_games() (ncaa_eval.ingest.Connector method) (ncaa_eval.ingest.connectors.base.Connector method) (ncaa_eval.ingest.connectors.Connector method) (ncaa_eval.ingest.connectors.espn.EspnConnector method) (ncaa_eval.ingest.connectors.EspnConnector method) (ncaa_eval.ingest.connectors.kaggle.KaggleConnector method) (ncaa_eval.ingest.connectors.KaggleConnector method) (ncaa_eval.ingest.EspnConnector method) (ncaa_eval.ingest.KaggleConnector method) fetch_seasons() (ncaa_eval.ingest.Connector method) (ncaa_eval.ingest.connectors.base.Connector method) (ncaa_eval.ingest.connectors.Connector method) (ncaa_eval.ingest.connectors.kaggle.KaggleConnector method) (ncaa_eval.ingest.connectors.KaggleConnector method) (ncaa_eval.ingest.KaggleConnector method) fetch_team_spellings() (ncaa_eval.ingest.connectors.kaggle.KaggleConnector method) (ncaa_eval.ingest.connectors.KaggleConnector method) (ncaa_eval.ingest.KaggleConnector method) fetch_teams() (ncaa_eval.ingest.Connector method) (ncaa_eval.ingest.connectors.base.Connector method) (ncaa_eval.ingest.connectors.Connector method) (ncaa_eval.ingest.connectors.kaggle.KaggleConnector method) (ncaa_eval.ingest.connectors.KaggleConnector method) (ncaa_eval.ingest.KaggleConnector method) FibonacciScoring (class in ncaa_eval.evaluation) (class in ncaa_eval.evaluation.scoring) (class in ncaa_eval.evaluation.simulation) fit() (ncaa_eval.model.base.Model method) (ncaa_eval.model.base.StatefulModel method) (ncaa_eval.model.logistic_regression.LogisticRegressionModel method) (ncaa_eval.model.Model method) (ncaa_eval.model.StatefulModel method) (ncaa_eval.model.xgboost_model.XGBoostModel method) (ncaa_eval.transform.calibration.Calibrator method) (ncaa_eval.transform.calibration.IsotonicCalibrator method) (ncaa_eval.transform.calibration.SigmoidCalibrator method) (ncaa_eval.transform.Calibrator method) (ncaa_eval.transform.IsotonicCalibrator method) (ncaa_eval.transform.SigmoidCalibrator method) fold_results (ncaa_eval.evaluation.backtest.BacktestResult attribute), [1] (ncaa_eval.evaluation.BacktestResult attribute), [1] FoldResult (class in ncaa_eval.evaluation) (class in ncaa_eval.evaluation.backtest) format_kaggle_submission() (in module ncaa_eval.evaluation) (in module ncaa_eval.evaluation.kaggle_export) format_predictions_csv() (in module ncaa_eval.cli.predict) fraction_of_positives (ncaa_eval.evaluation.metrics.ReliabilityData attribute), [1] (ncaa_eval.evaluation.ReliabilityData attribute), [1] from_csv() (ncaa_eval.transform.ConferenceLookup class method) (ncaa_eval.transform.MasseyOrdinalsStore class method) (ncaa_eval.transform.normalization.ConferenceLookup class method) (ncaa_eval.transform.normalization.MasseyOrdinalsStore class method) (ncaa_eval.transform.normalization.TeamNameNormalizer class method) (ncaa_eval.transform.normalization.TourneySeedTable class method) (ncaa_eval.transform.TeamNameNormalizer class method) (ncaa_eval.transform.TourneySeedTable class method) from_csvs() (ncaa_eval.transform.DetailedResultsLoader class method) (ncaa_eval.transform.sequential.DetailedResultsLoader class method) fuzzy_match_team() (in module ncaa_eval.ingest.fuzzy) G Game (class in ncaa_eval.ingest) (class in ncaa_eval.ingest.schema) game_id (ncaa_eval.ingest.Game attribute) (ncaa_eval.ingest.schema.Game attribute) (ncaa_eval.model.tracking.Prediction attribute) games (ncaa_eval.transform.SeasonGames attribute), [1] (ncaa_eval.transform.serving.SeasonGames attribute), [1] games_written (ncaa_eval.ingest.sync.SyncResult attribute) (ncaa_eval.ingest.SyncResult attribute) gender_scope (ncaa_eval.transform.feature_serving.FeatureConfig attribute), [1] (ncaa_eval.transform.FeatureConfig attribute), [1] get() (ncaa_eval.transform.ConferenceLookup method) (ncaa_eval.transform.normalization.ConferenceLookup method) (ncaa_eval.transform.normalization.TourneySeedTable method) (ncaa_eval.transform.TourneySeedTable method) get_all_ratings() (ncaa_eval.transform.elo.EloFeatureEngine method) (ncaa_eval.transform.EloFeatureEngine method) get_chronological_season() (ncaa_eval.transform.ChronologicalDataServer method) (ncaa_eval.transform.serving.ChronologicalDataServer method) get_config() (ncaa_eval.model.base.Model method) (ncaa_eval.model.elo.EloModel method) (ncaa_eval.model.ensemble.StackedEnsemble method) (ncaa_eval.model.logistic_regression.LogisticRegressionModel method) (ncaa_eval.model.Model method) (ncaa_eval.model.StackedEnsemble method) (ncaa_eval.model.xgboost_model.XGBoostModel method) get_feature_importances() (ncaa_eval.model.base.Model method) (ncaa_eval.model.elo.EloModel method) (ncaa_eval.model.logistic_regression.LogisticRegressionModel method) (ncaa_eval.model.Model method) (ncaa_eval.model.xgboost_model.XGBoostModel method) get_game_counts() (ncaa_eval.transform.elo.EloFeatureEngine method) (ncaa_eval.transform.EloFeatureEngine method) get_games() (ncaa_eval.ingest.ParquetRepository method) (ncaa_eval.ingest.Repository method) (ncaa_eval.ingest.repository.ParquetRepository method) (ncaa_eval.ingest.repository.Repository method) get_logger() (in module ncaa_eval.utils) (in module ncaa_eval.utils.logger) get_metric() (in module ncaa_eval.evaluation) (in module ncaa_eval.evaluation.metrics) get_model() (in module ncaa_eval.model) (in module ncaa_eval.model.registry) get_rating() (ncaa_eval.transform.elo.EloFeatureEngine method) (ncaa_eval.transform.EloFeatureEngine method) get_scoring() (in module ncaa_eval.evaluation) (in module ncaa_eval.evaluation.scoring) (in module ncaa_eval.evaluation.simulation) get_season_long_format() (ncaa_eval.transform.DetailedResultsLoader method) (ncaa_eval.transform.sequential.DetailedResultsLoader method) get_seasons() (ncaa_eval.ingest.ParquetRepository method) (ncaa_eval.ingest.Repository method) (ncaa_eval.ingest.repository.ParquetRepository method) (ncaa_eval.ingest.repository.Repository method) get_snapshot() (ncaa_eval.transform.MasseyOrdinalsStore method) (ncaa_eval.transform.normalization.MasseyOrdinalsStore method) get_state() (ncaa_eval.model.base.StatefulModel method) (ncaa_eval.model.elo.EloModel method) (ncaa_eval.model.StatefulModel method) get_team_season() (ncaa_eval.transform.DetailedResultsLoader method) (ncaa_eval.transform.sequential.DetailedResultsLoader method) get_teams() (ncaa_eval.ingest.ParquetRepository method) (ncaa_eval.ingest.Repository method) (ncaa_eval.ingest.repository.ParquetRepository method) (ncaa_eval.ingest.repository.Repository method) git_hash (ncaa_eval.model.tracking.ModelRun attribute) GRAPH (ncaa_eval.transform.feature_serving.FeatureBlock attribute) (ncaa_eval.transform.FeatureBlock attribute) graph_features_enabled (ncaa_eval.transform.feature_serving.FeatureConfig attribute), [1] (ncaa_eval.transform.FeatureConfig attribute), [1] GraphTransformer (class in ncaa_eval.transform) (class in ncaa_eval.transform.graph) H has_ratings() (ncaa_eval.transform.elo.EloFeatureEngine method) (ncaa_eval.transform.EloFeatureEngine method) has_tournament (ncaa_eval.transform.SeasonGames attribute), [1] (ncaa_eval.transform.serving.SeasonGames attribute), [1] histogram_bins (ncaa_eval.evaluation.BracketDistribution attribute), [1] (ncaa_eval.evaluation.simulation.BracketDistribution attribute), [1] histogram_counts (ncaa_eval.evaluation.BracketDistribution attribute), [1] (ncaa_eval.evaluation.simulation.BracketDistribution attribute), [1] home_advantage_elo (ncaa_eval.model.elo.EloModelConfig attribute) (ncaa_eval.transform.elo.EloConfig attribute) (ncaa_eval.transform.EloConfig attribute) hyperparameters (ncaa_eval.model.tracking.ModelRun attribute) I initial_rating (ncaa_eval.model.elo.EloModelConfig attribute) (ncaa_eval.transform.elo.EloConfig attribute) (ncaa_eval.transform.EloConfig attribute) is_leaf (ncaa_eval.evaluation.bracket.BracketNode property) (ncaa_eval.evaluation.BracketNode property) (ncaa_eval.evaluation.simulation.BracketNode property) is_neutral (ncaa_eval.evaluation.bracket.MatchupContext attribute), [1] (ncaa_eval.evaluation.MatchupContext attribute), [1] (ncaa_eval.evaluation.simulation.MatchupContext attribute), [1] is_play_in (ncaa_eval.transform.normalization.TourneySeed attribute), [1] (ncaa_eval.transform.TourneySeed attribute), [1] is_tournament (ncaa_eval.ingest.Game attribute) (ncaa_eval.ingest.schema.Game attribute) IsotonicCalibrator (class in ncaa_eval.transform) (class in ncaa_eval.transform.calibration) iter_games_by_date() (ncaa_eval.transform.ChronologicalDataServer method) (ncaa_eval.transform.serving.ChronologicalDataServer method) K k_early (ncaa_eval.model.elo.EloModelConfig attribute) (ncaa_eval.transform.elo.EloConfig attribute) (ncaa_eval.transform.EloConfig attribute) k_regular (ncaa_eval.model.elo.EloModelConfig attribute) (ncaa_eval.transform.elo.EloConfig attribute) (ncaa_eval.transform.EloConfig attribute) k_tournament (ncaa_eval.model.elo.EloModelConfig attribute) (ncaa_eval.transform.elo.EloConfig attribute) (ncaa_eval.transform.EloConfig attribute) KaggleConnector (class in ncaa_eval.ingest) (class in ncaa_eval.ingest.connectors) (class in ncaa_eval.ingest.connectors.kaggle) L l_score (ncaa_eval.ingest.Game attribute) (ncaa_eval.ingest.schema.Game attribute) l_team_id (ncaa_eval.ingest.Game attribute) (ncaa_eval.ingest.schema.Game attribute) learning_rate (ncaa_eval.model.xgboost_model.XGBoostModelConfig attribute) left (ncaa_eval.evaluation.bracket.BracketNode attribute), [1] (ncaa_eval.evaluation.BracketNode attribute), [1] (ncaa_eval.evaluation.simulation.BracketNode attribute), [1] list_metrics() (in module ncaa_eval.evaluation) (in module ncaa_eval.evaluation.metrics) list_models() (in module ncaa_eval.model) (in module ncaa_eval.model.registry) list_runs() (ncaa_eval.model.tracking.RunStore method) list_scoring_display_names() (in module ncaa_eval.evaluation) (in module ncaa_eval.evaluation.scoring) list_scorings() (in module ncaa_eval.evaluation) (in module ncaa_eval.evaluation.scoring) (in module ncaa_eval.evaluation.simulation) load() (ncaa_eval.model.base.Model class method) (ncaa_eval.model.elo.EloModel class method) (ncaa_eval.model.ensemble.StackedEnsemble class method) (ncaa_eval.model.logistic_regression.LogisticRegressionModel class method) (ncaa_eval.model.Model class method) (ncaa_eval.model.StackedEnsemble class method) (ncaa_eval.model.xgboost_model.XGBoostModel class method) load_all_summaries() (ncaa_eval.model.tracking.RunStore method) load_day_zeros() (ncaa_eval.ingest.connectors.kaggle.KaggleConnector method) (ncaa_eval.ingest.connectors.KaggleConnector method) (ncaa_eval.ingest.KaggleConnector method) load_feature_names() (ncaa_eval.model.tracking.RunStore method) load_fold_predictions() (ncaa_eval.model.tracking.RunStore method) load_metrics() (ncaa_eval.model.tracking.RunStore method) load_model() (ncaa_eval.model.tracking.RunStore method) load_predictions() (ncaa_eval.model.tracking.RunStore method) load_run() (ncaa_eval.model.tracking.RunStore method) loc (ncaa_eval.ingest.Game attribute) (ncaa_eval.ingest.schema.Game attribute) log_likelihood (ncaa_eval.evaluation.MostLikelyBracket attribute), [1] (ncaa_eval.evaluation.simulation.MostLikelyBracket attribute), [1] log_loss() (in module ncaa_eval.evaluation) (in module ncaa_eval.evaluation.metrics) LogisticRegressionConfig (class in ncaa_eval.model.logistic_regression) LogisticRegressionModel (class in ncaa_eval.model.logistic_regression) M margin_exponent (ncaa_eval.model.elo.EloModelConfig attribute) (ncaa_eval.transform.elo.EloConfig attribute) (ncaa_eval.transform.EloConfig attribute) MasseyOrdinalsStore (class in ncaa_eval.transform) (class in ncaa_eval.transform.normalization) matchup_deltas (ncaa_eval.transform.feature_serving.FeatureConfig attribute), [1] (ncaa_eval.transform.FeatureConfig attribute), [1] matchup_probability() (ncaa_eval.evaluation.EloProvider method) (ncaa_eval.evaluation.EnsembleProvider method) (ncaa_eval.evaluation.MatrixProvider method) (ncaa_eval.evaluation.ProbabilityProvider method) (ncaa_eval.evaluation.providers.EloProvider method) (ncaa_eval.evaluation.providers.EnsembleProvider method) (ncaa_eval.evaluation.providers.MatrixProvider method) (ncaa_eval.evaluation.providers.ProbabilityProvider method) (ncaa_eval.evaluation.simulation.EloProvider method) (ncaa_eval.evaluation.simulation.MatrixProvider method) (ncaa_eval.evaluation.simulation.ProbabilityProvider method) MatchupContext (class in ncaa_eval.evaluation) (class in ncaa_eval.evaluation.bracket) (class in ncaa_eval.evaluation.simulation) MatrixProvider (class in ncaa_eval.evaluation) (class in ncaa_eval.evaluation.providers) (class in ncaa_eval.evaluation.simulation) max_depth (ncaa_eval.model.xgboost_model.XGBoostModelConfig attribute) max_iter (ncaa_eval.model.logistic_regression.LogisticRegressionConfig attribute) max_margin (ncaa_eval.model.elo.EloModelConfig attribute) (ncaa_eval.transform.elo.EloConfig attribute) (ncaa_eval.transform.EloConfig attribute) mean (ncaa_eval.evaluation.BracketDistribution attribute), [1] (ncaa_eval.evaluation.simulation.BracketDistribution attribute), [1] mean_predicted_value (ncaa_eval.evaluation.metrics.ReliabilityData attribute), [1] (ncaa_eval.evaluation.ReliabilityData attribute), [1] mean_reversion_fraction (ncaa_eval.model.elo.EloModelConfig attribute) (ncaa_eval.transform.elo.EloConfig attribute) (ncaa_eval.transform.EloConfig attribute) message (ncaa_eval.ingest.validation.ValidationResult attribute) meta_column_order (ncaa_eval.model.ensemble.StackedEnsemble attribute) (ncaa_eval.model.StackedEnsemble attribute) meta_learner (ncaa_eval.model.ensemble.StackedEnsemble attribute), [1] (ncaa_eval.model.StackedEnsemble attribute), [1] method (ncaa_eval.evaluation.simulation.SimulationResult attribute), [1] (ncaa_eval.evaluation.SimulationResult attribute), [1] MetricFn (in module ncaa_eval.evaluation.metrics) MetricNotFoundError, [1] metrics (ncaa_eval.evaluation.backtest.FoldResult attribute), [1] (ncaa_eval.evaluation.FoldResult attribute), [1] min_child_weight (ncaa_eval.model.xgboost_model.XGBoostModelConfig attribute) Model (class in ncaa_eval.model) (class in ncaa_eval.model.base) model_config (ncaa_eval.ingest.Game attribute) (ncaa_eval.ingest.schema.Game attribute) (ncaa_eval.ingest.schema.Season attribute) (ncaa_eval.ingest.schema.Team attribute) (ncaa_eval.ingest.Season attribute) (ncaa_eval.ingest.Team attribute) (ncaa_eval.ingest.validation.ValidationReport attribute) (ncaa_eval.ingest.validation.ValidationResult attribute) (ncaa_eval.ingest.ValidationReport attribute) (ncaa_eval.model.base.ModelConfig attribute) (ncaa_eval.model.elo.EloModelConfig attribute) (ncaa_eval.model.ensemble.StackedEnsembleConfig attribute) (ncaa_eval.model.logistic_regression.LogisticRegressionConfig attribute) (ncaa_eval.model.ModelConfig attribute) (ncaa_eval.model.tracking.ModelRun attribute) (ncaa_eval.model.tracking.Prediction attribute) (ncaa_eval.model.xgboost_model.XGBoostModelConfig attribute) model_dir() (ncaa_eval.model.tracking.RunStore method) model_name (ncaa_eval.model.base.ModelConfig attribute) (ncaa_eval.model.elo.EloModelConfig attribute) (ncaa_eval.model.ensemble.StackedEnsembleConfig attribute) (ncaa_eval.model.logistic_regression.LogisticRegressionConfig attribute) (ncaa_eval.model.ModelConfig attribute) (ncaa_eval.model.xgboost_model.XGBoostModelConfig attribute) model_type (ncaa_eval.model.tracking.ModelRun attribute) ModelConfig (class in ncaa_eval.model) (class in ncaa_eval.model.base) ModelNotFoundError, [1] ModelRun (class in ncaa_eval.model.tracking) module ncaa_eval ncaa_eval.cli ncaa_eval.cli.export ncaa_eval.cli.main ncaa_eval.cli.predict ncaa_eval.cli.train ncaa_eval.evaluation ncaa_eval.evaluation.backtest ncaa_eval.evaluation.bracket ncaa_eval.evaluation.kaggle_export ncaa_eval.evaluation.metrics ncaa_eval.evaluation.perturbation ncaa_eval.evaluation.plotting ncaa_eval.evaluation.providers ncaa_eval.evaluation.scoring ncaa_eval.evaluation.simulation ncaa_eval.evaluation.splitter ncaa_eval.ingest ncaa_eval.ingest.connectors ncaa_eval.ingest.connectors.base ncaa_eval.ingest.connectors.espn ncaa_eval.ingest.connectors.kaggle ncaa_eval.ingest.fuzzy ncaa_eval.ingest.repository ncaa_eval.ingest.schema ncaa_eval.ingest.sync ncaa_eval.ingest.validation ncaa_eval.model ncaa_eval.model.base ncaa_eval.model.elo ncaa_eval.model.ensemble ncaa_eval.model.logistic_regression ncaa_eval.model.registry ncaa_eval.model.tracking ncaa_eval.model.xgboost_model ncaa_eval.transform ncaa_eval.transform.calibration ncaa_eval.transform.constants ncaa_eval.transform.elo ncaa_eval.transform.feature_serving ncaa_eval.transform.graph ncaa_eval.transform.normalization ncaa_eval.transform.opponent ncaa_eval.transform.sequential ncaa_eval.transform.serving ncaa_eval.utils ncaa_eval.utils.logger MostLikelyBracket (class in ncaa_eval.evaluation) (class in ncaa_eval.evaluation.simulation) N n_bins (ncaa_eval.evaluation.metrics.ReliabilityData attribute), [1] (ncaa_eval.evaluation.ReliabilityData attribute), [1] n_estimators (ncaa_eval.model.xgboost_model.XGBoostModelConfig attribute) N_GAMES (in module ncaa_eval.evaluation.bracket) N_ROUNDS (in module ncaa_eval.evaluation.bracket) n_simulations (ncaa_eval.evaluation.simulation.SimulationResult attribute), [1] (ncaa_eval.evaluation.SimulationResult attribute), [1] name (ncaa_eval.evaluation.CustomScoring property) (ncaa_eval.evaluation.DictScoring property) (ncaa_eval.evaluation.FibonacciScoring property) (ncaa_eval.evaluation.scoring.CustomScoring property) (ncaa_eval.evaluation.scoring.DictScoring property) (ncaa_eval.evaluation.scoring.FibonacciScoring property) (ncaa_eval.evaluation.scoring.ScoringRule property) (ncaa_eval.evaluation.scoring.SeedDiffBonusScoring property) (ncaa_eval.evaluation.scoring.StandardScoring property) (ncaa_eval.evaluation.ScoringRule property) (ncaa_eval.evaluation.SeedDiffBonusScoring property) (ncaa_eval.evaluation.simulation.CustomScoring property) (ncaa_eval.evaluation.simulation.DictScoring property) (ncaa_eval.evaluation.simulation.FibonacciScoring property) (ncaa_eval.evaluation.simulation.ScoringRule property) (ncaa_eval.evaluation.simulation.SeedDiffBonusScoring property) (ncaa_eval.evaluation.simulation.StandardScoring property) (ncaa_eval.evaluation.StandardScoring property) ncaa_eval module ncaa_eval.cli module ncaa_eval.cli.export module ncaa_eval.cli.main module ncaa_eval.cli.predict module ncaa_eval.cli.train module ncaa_eval.evaluation module ncaa_eval.evaluation.backtest module ncaa_eval.evaluation.bracket module ncaa_eval.evaluation.kaggle_export module ncaa_eval.evaluation.metrics module ncaa_eval.evaluation.perturbation module ncaa_eval.evaluation.plotting module ncaa_eval.evaluation.providers module ncaa_eval.evaluation.scoring module ncaa_eval.evaluation.simulation module ncaa_eval.evaluation.splitter module ncaa_eval.ingest module ncaa_eval.ingest.connectors module ncaa_eval.ingest.connectors.base module ncaa_eval.ingest.connectors.espn module ncaa_eval.ingest.connectors.kaggle module ncaa_eval.ingest.fuzzy module ncaa_eval.ingest.repository module ncaa_eval.ingest.schema module ncaa_eval.ingest.sync module ncaa_eval.ingest.validation module ncaa_eval.model module ncaa_eval.model.base module ncaa_eval.model.elo module ncaa_eval.model.ensemble module ncaa_eval.model.logistic_regression module ncaa_eval.model.registry module ncaa_eval.model.tracking module ncaa_eval.model.xgboost_model module ncaa_eval.transform module ncaa_eval.transform.calibration module ncaa_eval.transform.constants module ncaa_eval.transform.elo module ncaa_eval.transform.feature_serving module ncaa_eval.transform.graph module ncaa_eval.transform.normalization module ncaa_eval.transform.opponent module ncaa_eval.transform.sequential module ncaa_eval.transform.serving module ncaa_eval.utils module ncaa_eval.utils.logger module NetworkError, [1], [2] NORMAL (in module ncaa_eval.utils.logger) normalize() (ncaa_eval.transform.normalization.TeamNameNormalizer method) (ncaa_eval.transform.TeamNameNormalizer method) normalize_percentile() (ncaa_eval.transform.MasseyOrdinalsStore method) (ncaa_eval.transform.normalization.MasseyOrdinalsStore method) normalize_rank_delta() (ncaa_eval.transform.MasseyOrdinalsStore method) (ncaa_eval.transform.normalization.MasseyOrdinalsStore method) normalize_zscore() (ncaa_eval.transform.MasseyOrdinalsStore method) (ncaa_eval.transform.normalization.MasseyOrdinalsStore method) num_ot (ncaa_eval.ingest.Game attribute) (ncaa_eval.ingest.schema.Game attribute) O ORDINAL (ncaa_eval.transform.feature_serving.FeatureBlock attribute) (ncaa_eval.transform.FeatureBlock attribute) ordinal_composite (ncaa_eval.transform.feature_serving.FeatureConfig attribute), [1] (ncaa_eval.transform.FeatureConfig attribute), [1] ordinal_systems (ncaa_eval.transform.feature_serving.FeatureConfig attribute), [1] (ncaa_eval.transform.FeatureConfig attribute), [1] P ParquetRepository (class in ncaa_eval.ingest) (class in ncaa_eval.ingest.repository) parse_seed() (in module ncaa_eval.transform) (in module ncaa_eval.transform.normalization) passed (ncaa_eval.ingest.validation.ValidationResult attribute) percentiles (ncaa_eval.evaluation.BracketDistribution attribute), [1] (ncaa_eval.evaluation.simulation.BracketDistribution attribute), [1] perturb_probability_matrix() (in module ncaa_eval.evaluation) (in module ncaa_eval.evaluation.perturbation) plot_advancement_heatmap() (in module ncaa_eval.evaluation) (in module ncaa_eval.evaluation.plotting) plot_backtest_summary() (in module ncaa_eval.evaluation) (in module ncaa_eval.evaluation.plotting) plot_metric_comparison() (in module ncaa_eval.evaluation) (in module ncaa_eval.evaluation.plotting) plot_reliability_diagram() (in module ncaa_eval.evaluation) (in module ncaa_eval.evaluation.plotting) plot_score_distribution() (in module ncaa_eval.evaluation) (in module ncaa_eval.evaluation.plotting) points_per_round() (ncaa_eval.evaluation.CustomScoring method) (ncaa_eval.evaluation.DictScoring method) (ncaa_eval.evaluation.FibonacciScoring method) (ncaa_eval.evaluation.scoring.CustomScoring method) (ncaa_eval.evaluation.scoring.DictScoring method) (ncaa_eval.evaluation.scoring.FibonacciScoring method) (ncaa_eval.evaluation.scoring.ScoringRule method) (ncaa_eval.evaluation.scoring.SeedDiffBonusScoring method) (ncaa_eval.evaluation.scoring.StandardScoring method) (ncaa_eval.evaluation.ScoringRule method) (ncaa_eval.evaluation.SeedDiffBonusScoring method) (ncaa_eval.evaluation.simulation.CustomScoring method) (ncaa_eval.evaluation.simulation.DictScoring method) (ncaa_eval.evaluation.simulation.FibonacciScoring method) (ncaa_eval.evaluation.simulation.ScoringRule method) (ncaa_eval.evaluation.simulation.SeedDiffBonusScoring method) (ncaa_eval.evaluation.simulation.StandardScoring method) (ncaa_eval.evaluation.StandardScoring method) power_transform() (in module ncaa_eval.evaluation) (in module ncaa_eval.evaluation.perturbation) pre_tournament_snapshot() (ncaa_eval.transform.MasseyOrdinalsStore method) (ncaa_eval.transform.normalization.MasseyOrdinalsStore method) pred_win_prob (ncaa_eval.model.tracking.Prediction attribute) predict() (in module ncaa_eval.cli.main) predict_bracket() (ncaa_eval.model.ensemble.StackedEnsemble method) (ncaa_eval.model.StackedEnsemble method) predict_matchup() (ncaa_eval.model.base.StatefulModel method) (ncaa_eval.model.StatefulModel method) (ncaa_eval.transform.elo.EloFeatureEngine method) (ncaa_eval.transform.EloFeatureEngine method) predict_proba() (ncaa_eval.model.base.Model method) (ncaa_eval.model.base.StatefulModel method) (ncaa_eval.model.ensemble.StackedEnsemble method) (ncaa_eval.model.logistic_regression.LogisticRegressionModel method) (ncaa_eval.model.Model method) (ncaa_eval.model.StackedEnsemble method) (ncaa_eval.model.StatefulModel method) (ncaa_eval.model.xgboost_model.XGBoostModel method) Prediction (class in ncaa_eval.model.tracking) prediction_count (ncaa_eval.model.tracking.ModelRun attribute) predictions (ncaa_eval.evaluation.backtest.FoldResult attribute), [1] (ncaa_eval.evaluation.FoldResult attribute), [1] primary_systems (ncaa_eval.transform.CoverageGateResult attribute), [1] (ncaa_eval.transform.normalization.CoverageGateResult attribute), [1] ProbabilityProvider (class in ncaa_eval.evaluation) (class in ncaa_eval.evaluation.providers) (class in ncaa_eval.evaluation.simulation) process_season() (ncaa_eval.transform.elo.EloFeatureEngine method) (ncaa_eval.transform.EloFeatureEngine method) Q QUIET (in module ncaa_eval.utils.logger) R recommended_systems (ncaa_eval.transform.CoverageGateResult attribute), [1] (ncaa_eval.transform.normalization.CoverageGateResult attribute), [1] reg_alpha (ncaa_eval.model.xgboost_model.XGBoostModelConfig attribute) reg_lambda (ncaa_eval.model.xgboost_model.XGBoostModelConfig attribute) region (ncaa_eval.transform.normalization.TourneySeed attribute), [1] (ncaa_eval.transform.TourneySeed attribute), [1] register_metric() (in module ncaa_eval.evaluation) (in module ncaa_eval.evaluation.metrics) register_model() (in module ncaa_eval.model) (in module ncaa_eval.model.registry) register_scoring() (in module ncaa_eval.evaluation) (in module ncaa_eval.evaluation.scoring) (in module ncaa_eval.evaluation.simulation) reliability_diagram_data() (in module ncaa_eval.evaluation) (in module ncaa_eval.evaluation.metrics) ReliabilityData (class in ncaa_eval.evaluation) (class in ncaa_eval.evaluation.metrics) Repository (class in ncaa_eval.ingest) (class in ncaa_eval.ingest.repository) rescale_overtime() (in module ncaa_eval.transform) (in module ncaa_eval.transform.serving) reset_game_counts() (ncaa_eval.transform.elo.EloFeatureEngine method) (ncaa_eval.transform.EloFeatureEngine method) results (ncaa_eval.ingest.validation.ValidationReport attribute) (ncaa_eval.ingest.ValidationReport attribute) right (ncaa_eval.evaluation.bracket.BracketNode attribute), [1] (ncaa_eval.evaluation.BracketNode attribute), [1] (ncaa_eval.evaluation.simulation.BracketNode attribute), [1] roc_auc() (in module ncaa_eval.evaluation) (in module ncaa_eval.evaluation.metrics) root (ncaa_eval.evaluation.bracket.BracketStructure attribute), [1] (ncaa_eval.evaluation.BracketStructure attribute), [1] (ncaa_eval.evaluation.simulation.BracketStructure attribute), [1] round_index (ncaa_eval.evaluation.bracket.BracketNode attribute), [1] (ncaa_eval.evaluation.BracketNode attribute), [1] (ncaa_eval.evaluation.simulation.BracketNode attribute), [1] run_backtest() (in module ncaa_eval.evaluation) (in module ncaa_eval.evaluation.backtest) run_coverage_gate() (ncaa_eval.transform.MasseyOrdinalsStore method) (ncaa_eval.transform.normalization.MasseyOrdinalsStore method) run_export() (in module ncaa_eval.cli.export) run_id (ncaa_eval.model.tracking.ModelRun attribute) (ncaa_eval.model.tracking.Prediction attribute) run_predict() (in module ncaa_eval.cli.predict) run_training() (in module ncaa_eval.cli.train) RunStore (class in ncaa_eval.model.tracking) S save() (ncaa_eval.model.base.Model method) (ncaa_eval.model.elo.EloModel method) (ncaa_eval.model.ensemble.StackedEnsemble method) (ncaa_eval.model.logistic_regression.LogisticRegressionModel method) (ncaa_eval.model.Model method) (ncaa_eval.model.StackedEnsemble method) (ncaa_eval.model.xgboost_model.XGBoostModel method) save_fold_predictions() (ncaa_eval.model.tracking.RunStore method) save_games() (ncaa_eval.ingest.ParquetRepository method) (ncaa_eval.ingest.Repository method) (ncaa_eval.ingest.repository.ParquetRepository method) (ncaa_eval.ingest.repository.Repository method) save_metrics() (ncaa_eval.model.tracking.RunStore method) save_model() (ncaa_eval.model.tracking.RunStore method) save_run() (ncaa_eval.model.tracking.RunStore method) save_seasons() (ncaa_eval.ingest.ParquetRepository method) (ncaa_eval.ingest.Repository method) (ncaa_eval.ingest.repository.ParquetRepository method) (ncaa_eval.ingest.repository.Repository method) save_teams() (ncaa_eval.ingest.ParquetRepository method) (ncaa_eval.ingest.Repository method) (ncaa_eval.ingest.repository.ParquetRepository method) (ncaa_eval.ingest.repository.Repository method) scale_pos_weight (ncaa_eval.model.xgboost_model.XGBoostModelConfig attribute) score_bracket_against_sims() (in module ncaa_eval.evaluation) (in module ncaa_eval.evaluation.simulation) score_distribution (ncaa_eval.evaluation.simulation.SimulationResult attribute), [1] (ncaa_eval.evaluation.SimulationResult attribute), [1] scores (ncaa_eval.evaluation.BracketDistribution attribute), [1] (ncaa_eval.evaluation.simulation.BracketDistribution attribute), [1] scoring_from_config() (in module ncaa_eval.evaluation) (in module ncaa_eval.evaluation.scoring) (in module ncaa_eval.evaluation.simulation) ScoringNotFoundError, [1], [2] ScoringRule (class in ncaa_eval.evaluation) (class in ncaa_eval.evaluation.scoring) (class in ncaa_eval.evaluation.simulation) Season (class in ncaa_eval.ingest) (class in ncaa_eval.ingest.schema) season (ncaa_eval.evaluation.bracket.MatchupContext attribute), [1] (ncaa_eval.evaluation.MatchupContext attribute), [1] (ncaa_eval.evaluation.simulation.MatchupContext attribute), [1] (ncaa_eval.evaluation.simulation.SimulationResult attribute), [1] (ncaa_eval.evaluation.SimulationResult attribute), [1] (ncaa_eval.ingest.Game attribute) (ncaa_eval.ingest.schema.Game attribute) (ncaa_eval.model.tracking.Prediction attribute) (ncaa_eval.transform.normalization.TourneySeed attribute), [1] (ncaa_eval.transform.TourneySeed attribute), [1] SeasonGames (class in ncaa_eval.transform) (class in ncaa_eval.transform.serving) seasons_cached (ncaa_eval.ingest.sync.SyncResult attribute) (ncaa_eval.ingest.SyncResult attribute) seasons_written (ncaa_eval.ingest.sync.SyncResult attribute) (ncaa_eval.ingest.SyncResult attribute) SEED (ncaa_eval.transform.feature_serving.FeatureBlock attribute) (ncaa_eval.transform.FeatureBlock attribute) seed_diff_bonus() (ncaa_eval.evaluation.scoring.SeedDiffBonusScoring method) (ncaa_eval.evaluation.SeedDiffBonusScoring method) (ncaa_eval.evaluation.simulation.SeedDiffBonusScoring method) seed_map (ncaa_eval.evaluation.bracket.BracketStructure attribute), [1] (ncaa_eval.evaluation.BracketStructure attribute), [1] (ncaa_eval.evaluation.scoring.SeedDiffBonusScoring property) (ncaa_eval.evaluation.SeedDiffBonusScoring property) (ncaa_eval.evaluation.simulation.BracketStructure attribute), [1] (ncaa_eval.evaluation.simulation.SeedDiffBonusScoring property) seed_num (ncaa_eval.transform.normalization.TourneySeed attribute), [1] (ncaa_eval.transform.TourneySeed attribute), [1] seed_str (ncaa_eval.transform.normalization.TourneySeed attribute), [1] (ncaa_eval.transform.TourneySeed attribute), [1] SeedDiffBonusScoring (class in ncaa_eval.evaluation) (class in ncaa_eval.evaluation.scoring) (class in ncaa_eval.evaluation.simulation) SEQUENTIAL (ncaa_eval.transform.feature_serving.FeatureBlock attribute) (ncaa_eval.transform.FeatureBlock attribute) sequential_windows (ncaa_eval.transform.feature_serving.FeatureConfig attribute), [1] (ncaa_eval.transform.FeatureConfig attribute), [1] SequentialTransformer (class in ncaa_eval.transform) (class in ncaa_eval.transform.sequential) serve_season_features() (ncaa_eval.transform.feature_serving.StatefulFeatureServer method) (ncaa_eval.transform.StatefulFeatureServer method) set_game_counts() (ncaa_eval.transform.elo.EloFeatureEngine method) (ncaa_eval.transform.EloFeatureEngine method) set_ratings() (ncaa_eval.transform.elo.EloFeatureEngine method) (ncaa_eval.transform.EloFeatureEngine method) set_state() (ncaa_eval.model.base.StatefulModel method) (ncaa_eval.model.elo.EloModel method) (ncaa_eval.model.StatefulModel method) SigmoidCalibrator (class in ncaa_eval.transform) (class in ncaa_eval.transform.calibration) sim_winners (ncaa_eval.evaluation.simulation.SimulationResult attribute), [1] (ncaa_eval.evaluation.SimulationResult attribute), [1] simulate_tournament() (in module ncaa_eval.evaluation) (in module ncaa_eval.evaluation.simulation) simulate_tournament_mc() (in module ncaa_eval.evaluation) (in module ncaa_eval.evaluation.simulation) SimulationResult (class in ncaa_eval.evaluation) (class in ncaa_eval.evaluation.simulation) slider_to_temperature() (in module ncaa_eval.evaluation) (in module ncaa_eval.evaluation.perturbation) source (ncaa_eval.ingest.sync.SyncResult attribute) (ncaa_eval.ingest.SyncResult attribute) StackedEnsemble (class in ncaa_eval.model) (class in ncaa_eval.model.ensemble) StackedEnsembleConfig (class in ncaa_eval.model.ensemble) StandardScoring (class in ncaa_eval.evaluation) (class in ncaa_eval.evaluation.scoring) (class in ncaa_eval.evaluation.simulation) start_new_season() (ncaa_eval.transform.elo.EloFeatureEngine method) (ncaa_eval.transform.EloFeatureEngine method) start_season() (ncaa_eval.model.base.StatefulModel method) (ncaa_eval.model.elo.EloModel method) (ncaa_eval.model.StatefulModel method) start_year (ncaa_eval.model.tracking.ModelRun attribute) StatefulFeatureServer (class in ncaa_eval.transform) (class in ncaa_eval.transform.feature_serving) StatefulModel (class in ncaa_eval.model) (class in ncaa_eval.model.base) std (ncaa_eval.evaluation.BracketDistribution attribute), [1] (ncaa_eval.evaluation.simulation.BracketDistribution attribute), [1] subsample (ncaa_eval.model.xgboost_model.XGBoostModelConfig attribute) summary (ncaa_eval.evaluation.backtest.BacktestResult attribute), [1] (ncaa_eval.evaluation.BacktestResult attribute), [1] sync_all() (ncaa_eval.ingest.sync.SyncEngine method) (ncaa_eval.ingest.SyncEngine method) sync_espn() (ncaa_eval.ingest.sync.SyncEngine method) (ncaa_eval.ingest.SyncEngine method) sync_kaggle() (ncaa_eval.ingest.sync.SyncEngine method) (ncaa_eval.ingest.SyncEngine method) SyncEngine (class in ncaa_eval.ingest) (class in ncaa_eval.ingest.sync) SyncResult (class in ncaa_eval.ingest) (class in ncaa_eval.ingest.sync) T Team (class in ncaa_eval.ingest) (class in ncaa_eval.ingest.schema) team_a_id (ncaa_eval.model.tracking.Prediction attribute) team_b_id (ncaa_eval.model.tracking.Prediction attribute) team_id (ncaa_eval.ingest.schema.Team attribute) (ncaa_eval.ingest.Team attribute) (ncaa_eval.transform.normalization.TourneySeed attribute), [1] (ncaa_eval.transform.TourneySeed attribute), [1] team_ids (ncaa_eval.evaluation.bracket.BracketStructure attribute), [1] (ncaa_eval.evaluation.BracketStructure attribute), [1] (ncaa_eval.evaluation.simulation.BracketStructure attribute), [1] team_index (ncaa_eval.evaluation.bracket.BracketNode attribute), [1] (ncaa_eval.evaluation.BracketNode attribute), [1] (ncaa_eval.evaluation.simulation.BracketNode attribute), [1] team_index_map (ncaa_eval.evaluation.bracket.BracketStructure attribute), [1] (ncaa_eval.evaluation.BracketStructure attribute), [1] (ncaa_eval.evaluation.simulation.BracketStructure attribute), [1] team_name (ncaa_eval.ingest.schema.Team attribute) (ncaa_eval.ingest.Team attribute) TeamNameNormalizer (class in ncaa_eval.transform) (class in ncaa_eval.transform.normalization) teams_written (ncaa_eval.ingest.sync.SyncResult attribute) (ncaa_eval.ingest.SyncResult attribute) test (ncaa_eval.evaluation.CVFold attribute), [1] (ncaa_eval.evaluation.splitter.CVFold attribute), [1] test_game_ids (ncaa_eval.evaluation.backtest.FoldResult attribute), [1] (ncaa_eval.evaluation.FoldResult attribute), [1] test_team_a_ids (ncaa_eval.evaluation.backtest.FoldResult attribute), [1] (ncaa_eval.evaluation.FoldResult attribute), [1] test_team_b_ids (ncaa_eval.evaluation.backtest.FoldResult attribute), [1] (ncaa_eval.evaluation.FoldResult attribute), [1] timestamp (ncaa_eval.model.tracking.ModelRun attribute) TourneySeed (class in ncaa_eval.transform) (class in ncaa_eval.transform.normalization) TourneySeedTable (class in ncaa_eval.transform) (class in ncaa_eval.transform.normalization) train (ncaa_eval.evaluation.CVFold attribute), [1] (ncaa_eval.evaluation.splitter.CVFold attribute), [1] train() (in module ncaa_eval.cli.main) transform() (ncaa_eval.transform.calibration.Calibrator method) (ncaa_eval.transform.calibration.IsotonicCalibrator method) (ncaa_eval.transform.calibration.SigmoidCalibrator method) (ncaa_eval.transform.Calibrator method) (ncaa_eval.transform.graph.GraphTransformer method) (ncaa_eval.transform.GraphTransformer method) (ncaa_eval.transform.IsotonicCalibrator method) (ncaa_eval.transform.sequential.SequentialTransformer method) (ncaa_eval.transform.SequentialTransformer method) (ncaa_eval.transform.SigmoidCalibrator method) U update() (ncaa_eval.model.base.StatefulModel method) (ncaa_eval.model.elo.EloModel method) (ncaa_eval.model.StatefulModel method) update_game() (ncaa_eval.transform.elo.EloFeatureEngine method) (ncaa_eval.transform.EloFeatureEngine method) V validate_sync() (in module ncaa_eval.ingest) (in module ncaa_eval.ingest.validation) validation_fraction (ncaa_eval.model.xgboost_model.XGBoostModelConfig attribute) ValidationReport (class in ncaa_eval.ingest) (class in ncaa_eval.ingest.validation) ValidationResult (class in ncaa_eval.ingest.validation) VERBOSE (in module ncaa_eval.utils.logger) W w_score (ncaa_eval.ingest.Game attribute) (ncaa_eval.ingest.schema.Game attribute) w_team_id (ncaa_eval.ingest.Game attribute) (ncaa_eval.ingest.schema.Game attribute) walk_forward_splits() (in module ncaa_eval.evaluation) (in module ncaa_eval.evaluation.splitter) winners (ncaa_eval.evaluation.MostLikelyBracket attribute), [1] (ncaa_eval.evaluation.simulation.MostLikelyBracket attribute), [1] X XGBoostModel (class in ncaa_eval.model.xgboost_model) XGBoostModelConfig (class in ncaa_eval.model.xgboost_model) Y year (ncaa_eval.evaluation.backtest.FoldResult attribute), [1] (ncaa_eval.evaluation.CVFold attribute), [1] (ncaa_eval.evaluation.FoldResult attribute), [1] (ncaa_eval.evaluation.splitter.CVFold attribute), [1] (ncaa_eval.ingest.schema.Season attribute) (ncaa_eval.ingest.Season attribute) (ncaa_eval.transform.SeasonGames attribute), [1] (ncaa_eval.transform.serving.SeasonGames attribute), [1]