Index A | B | C | D | E | F | G | H | I | K | L | M | N | O | P | R | S | T | V | W | X A algorithm (confetti.algorithm._nsga3.Result attribute) (confetti.algorithm.Result attribute) all_counterfactuals (confetti.structs.counterfactual_structs.CounterfactualSet property) array_to_string() (in module confetti.utils) B best (confetti.structs.counterfactual_structs.CounterfactualSet property) BinaryRandomSampling (class in confetti.algorithm) (class in confetti.algorithm.sampling) BitflipMutation (class in confetti.algorithm) (class in confetti.algorithm.mutation) C cam() (in module confetti.attribution.cam) cdist_ctw() (in module confetti.distances) (in module confetti.distances._ctw) cdist_dtw() (in module confetti.distances) (in module confetti.distances._dtw) cdist_gak() (in module confetti.distances) (in module confetti.distances._gak) cdist_manhattan() (in module confetti.distances) (in module confetti.distances._manhattan) cdist_soft_dtw() (in module confetti.distances) (in module confetti.distances._soft_dtw) CONFETTI (class in confetti.explainer.explainer) confetti.algorithm module confetti.algorithm._nsga3 module confetti.algorithm._operators module confetti.algorithm._problem module confetti.algorithm.crossover module confetti.algorithm.mutation module confetti.algorithm.reference_directions module confetti.algorithm.sampling module confetti.attribution.cam module confetti.attribution.cam_visualization module confetti.distances module confetti.distances._ctw module confetti.distances._dtw module confetti.distances._gak module confetti.distances._manhattan module confetti.distances._neighbors module confetti.distances._registry module confetti.distances._soft_dtw module confetti.errors module confetti.explainer.explainer module confetti.structs.counterfactual_structs module confetti.utils module confetti.visualizations module CONFETTIConfigurationError CONFETTIDataTypeError CONFETTIError config (confetti.errors.CONFETTIError attribute) convert_string_to_array() (in module confetti.utils) Counterfactual (class in confetti.structs.counterfactual_structs) counterfactual (confetti.structs.counterfactual_structs.Counterfactual attribute) counterfactual_sets (confetti.structs.counterfactual_structs.CounterfactualResults property) CounterfactualResults (class in confetti.structs.counterfactual_structs) CounterfactualSet (class in confetti.structs.counterfactual_structs) Crossover (class in confetti.algorithm) (class in confetti.algorithm._operators) ctw() (in module confetti.distances) (in module confetti.distances._ctw) D das_dennis() (in module confetti.algorithm) (in module confetti.algorithm.reference_directions) do() (confetti.algorithm._operators.Crossover method) (confetti.algorithm._operators.Mutation method) (confetti.algorithm._operators.Sampling method) (confetti.algorithm.Crossover method) (confetti.algorithm.Mutation method) (confetti.algorithm.Sampling method) dtw() (in module confetti.distances) (in module confetti.distances._dtw) E evaluate() (confetti.algorithm._problem.Problem method) (confetti.algorithm.Problem method) F F (confetti.algorithm._nsga3.Result attribute) (confetti.algorithm.Result attribute) feature_importance (confetti.structs.counterfactual_structs.CounterfactualSet property) fit() (confetti.distances._neighbors.TimeSeriesKNN method) (confetti.distances.TimeSeriesKNN method) G G (confetti.algorithm._nsga3.Result attribute) (confetti.algorithm.Result attribute) gak() (in module confetti.distances) (in module confetti.distances._gak) generate_counterfactuals() (confetti.explainer.explainer.CONFETTI method) get_cdist_function() (in module confetti.distances) (in module confetti.distances._registry) get_prob_var() (confetti.algorithm._operators.Mutation method) (confetti.algorithm.Mutation method) H hint (confetti.errors.CONFETTIError attribute) I instances_to_explain (confetti.explainer.explainer.CONFETTI property) K kneighbors() (confetti.distances._neighbors.TimeSeriesKNN method) (confetti.distances.TimeSeriesKNN method) L label (confetti.structs.counterfactual_structs.Counterfactual attribute) load_multivariate_ts_from_csv() (in module confetti.utils) M manhattan() (in module confetti.distances) (in module confetti.distances._manhattan) message (confetti.errors.CONFETTIError attribute) minimize() (in module confetti.algorithm) (in module confetti.algorithm._nsga3) model (confetti.explainer.explainer.CONFETTI property) model_path (confetti.explainer.explainer.CONFETTI property) module confetti.algorithm confetti.algorithm._nsga3 confetti.algorithm._operators confetti.algorithm._problem confetti.algorithm.crossover confetti.algorithm.mutation confetti.algorithm.reference_directions confetti.algorithm.sampling confetti.attribution.cam confetti.attribution.cam_visualization confetti.distances confetti.distances._ctw confetti.distances._dtw confetti.distances._gak confetti.distances._manhattan confetti.distances._neighbors confetti.distances._registry confetti.distances._soft_dtw confetti.errors confetti.explainer.explainer confetti.structs.counterfactual_structs confetti.utils confetti.visualizations Mutation (class in confetti.algorithm) (class in confetti.algorithm._operators) N n_gen (confetti.algorithm._nsga3.NSGA3 attribute) nearest_unlike_neighbour (confetti.structs.counterfactual_structs.CounterfactualSet property) NSGA3 (class in confetti.algorithm) (class in confetti.algorithm._nsga3) O original_instance (confetti.structs.counterfactual_structs.CounterfactualSet property) original_label (confetti.structs.counterfactual_structs.CounterfactualSet property) original_labels (confetti.explainer.explainer.CONFETTI property) P param (confetti.errors.CONFETTIError attribute) plot_counterfactual() (in module confetti.visualizations) plot_time_series() (in module confetti.visualizations) Problem (class in confetti.algorithm) (class in confetti.algorithm._problem) R reference_data (confetti.explainer.explainer.CONFETTI property) reference_labels (confetti.explainer.explainer.CONFETTI property) Result (class in confetti.algorithm) (class in confetti.algorithm._nsga3) run() (confetti.algorithm._nsga3.NSGA3 method) (confetti.algorithm.NSGA3 method) S Sampling (class in confetti.algorithm) (class in confetti.algorithm._operators) save_multivariate_ts_as_csv() (in module confetti.utils) soft_dtw() (in module confetti.distances) (in module confetti.distances._soft_dtw) source (confetti.errors.CONFETTIError attribute) T TimeSeriesKNN (class in confetti.distances) (class in confetti.distances._neighbors) to_csv() (confetti.structs.counterfactual_structs.CounterfactualResults method) (confetti.structs.counterfactual_structs.CounterfactualSet method) to_dataframe() (confetti.structs.counterfactual_structs.CounterfactualResults method) (confetti.structs.counterfactual_structs.CounterfactualSet method) TwoPointCrossover (class in confetti.algorithm) (class in confetti.algorithm.crossover) V visualize_cam() (in module confetti.attribution.cam_visualization) W weights (confetti.explainer.explainer.CONFETTI property) X X (confetti.algorithm._nsga3.Result attribute) (confetti.algorithm.Result attribute)