Coverage report: 100%

Files Functions Classes

coverage.py v7.13.3, created at 2026-02-05 18:47 -0300

      Statements   Branches   Total
File function   coverage statements missing excluded   coverage branches partial   coverage
anfis_toolbox / __init__.py (no function)   100% 4 0 0   100% 0 0   100%
anfis_toolbox / builders.py ANFISBuilder.__init__   100% 5 0 0   100% 0 0   100%
anfis_toolbox / builders.py ANFISBuilder.add_input   100% 8 0 0   100% 2 0   100%
anfis_toolbox / builders.py ANFISBuilder.add_input_from_data   100% 17 0 0   100% 8 0   100%
anfis_toolbox / builders.py ANFISBuilder._create_mfs_from_fcm   100% 31 0 0   100% 6 0   100%
anfis_toolbox / builders.py ANFISBuilder._add_input_random   100% 28 0 0   100% 6 0   100%
anfis_toolbox / builders.py ANFISBuilder.set_rules   100% 10 0 0   100% 6 0   100%
anfis_toolbox / builders.py ANFISBuilder._build_mfs_from_layout   100% 131 0 0   100% 68 0   100%
anfis_toolbox / builders.py ANFISBuilder._create_gaussian_mfs   100% 5 0 0   100% 2 0   100%
anfis_toolbox / builders.py ANFISBuilder._create_gaussian2_mfs   100% 19 0 0   100% 6 0   100%
anfis_toolbox / builders.py ANFISBuilder._create_triangular_mfs   100% 13 0 0   100% 6 0   100%
anfis_toolbox / builders.py ANFISBuilder._create_trapezoidal_mfs   100% 17 0 0   100% 6 0   100%
anfis_toolbox / builders.py ANFISBuilder._create_bell_mfs   100% 7 0 0   100% 2 0   100%
anfis_toolbox / builders.py ANFISBuilder._create_sigmoidal_mfs   100% 7 0 0   100% 2 0   100%
anfis_toolbox / builders.py ANFISBuilder._create_linsshape_mfs   100% 15 0 0   100% 6 0   100%
anfis_toolbox / builders.py ANFISBuilder._create_linzshape_mfs   100% 15 0 0   100% 6 0   100%
anfis_toolbox / builders.py ANFISBuilder._create_diff_sigmoidal_mfs   100% 15 0 0   100% 6 0   100%
anfis_toolbox / builders.py ANFISBuilder._create_prod_sigmoidal_mfs   100% 15 0 0   100% 6 0   100%
anfis_toolbox / builders.py ANFISBuilder._create_sshape_mfs   100% 17 0 0   100% 6 0   100%
anfis_toolbox / builders.py ANFISBuilder._create_zshape_mfs   100% 17 0 0   100% 6 0   100%
anfis_toolbox / builders.py ANFISBuilder._create_pi_mfs   100% 21 0 0   100% 6 0   100%
anfis_toolbox / builders.py ANFISBuilder.build   100% 3 0 0   100% 2 0   100%
anfis_toolbox / builders.py (no function)   100% 35 0 0   100% 0 0   100%
anfis_toolbox / classifier.py _ensure_training_logging   100% 6 0 0   100% 4 0   100%
anfis_toolbox / classifier.py ANFISClassifier.__init__   100% 28 0 0   100% 2 0   100%
anfis_toolbox / classifier.py ANFISClassifier.fit   100% 28 0 0   100% 10 0   100%
anfis_toolbox / classifier.py ANFISClassifier.predict   100% 15 0 0   100% 8 0   100%
anfis_toolbox / classifier.py ANFISClassifier.predict_proba   100% 13 0 0   100% 8 0   100%
anfis_toolbox / classifier.py ANFISClassifier.evaluate   100% 25 0 0   100% 14 0   100%
anfis_toolbox / classifier.py ANFISClassifier.evaluate._is_effectively_nan   100% 13 0 0   100% 12 0   100%
anfis_toolbox / classifier.py ANFISClassifier.get_rules   100% 4 0 0   100% 2 0   100%
anfis_toolbox / classifier.py ANFISClassifier.save   100% 4 0 0   100% 0 0   100%
anfis_toolbox / classifier.py ANFISClassifier.load   100% 6 0 0   100% 2 0   100%
anfis_toolbox / classifier.py ANFISClassifier.__repr__   100% 1 0 0   100% 0 0   100%
anfis_toolbox / classifier.py ANFISClassifier._resolve_input_specs   100% 5 0 0   100% 2 0   100%
anfis_toolbox / classifier.py ANFISClassifier._fetch_input_config   100% 10 0 0   100% 6 0   100%
anfis_toolbox / classifier.py ANFISClassifier._normalize_input_spec   100% 24 0 0   100% 18 0   100%
anfis_toolbox / classifier.py ANFISClassifier._build_model   100% 29 0 0   100% 16 0   100%
anfis_toolbox / classifier.py ANFISClassifier._repr_config_pairs   100% 7 0 0   100% 4 0   100%
anfis_toolbox / classifier.py ANFISClassifier._repr_children_entries   100% 24 0 0   100% 14 0   100%
anfis_toolbox / classifier.py ANFISClassifier._describe_optimizer_config   100% 9 0 0   100% 8 0   100%
anfis_toolbox / classifier.py ANFISClassifier._summarize_model   100% 19 0 0   100% 10 0   100%
anfis_toolbox / classifier.py ANFISClassifier._summarize_optimizer   100% 10 0 0   100% 8 0   100%
anfis_toolbox / classifier.py ANFISClassifier._summarize_history   100% 12 0 0   100% 8 0   100%
anfis_toolbox / classifier.py ANFISClassifier._instantiate_trainer   100% 23 0 0   100% 14 0   100%
anfis_toolbox / classifier.py ANFISClassifier._collect_trainer_params   100% 18 0 0   100% 14 0   100%
anfis_toolbox / classifier.py ANFISClassifier._apply_runtime_overrides   100% 6 0 0   100% 6 0   100%
anfis_toolbox / classifier.py ANFISClassifier._encode_targets   100% 38 0 0   100% 24 0   100%
anfis_toolbox / classifier.py ANFISClassifier._resolved_loss_spec   100% 3 0 0   100% 2 0   100%
anfis_toolbox / classifier.py ANFISClassifier._more_tags   100% 0 0 4   100% 0 0   100%
anfis_toolbox / classifier.py ANFISClassifier._normalize_class_key   100% 1 0 0   100% 0 0   100%
anfis_toolbox / classifier.py (no function)   100% 55 0 1   100% 0 0   100%
anfis_toolbox / clustering.py FuzzyCMeans.__init__   100% 11 0 0   100% 4 0   100%
anfis_toolbox / clustering.py FuzzyCMeans._rng   100% 1 0 0   100% 0 0   100%
anfis_toolbox / clustering.py FuzzyCMeans._check_X   100% 6 0 0   100% 4 0   100%
anfis_toolbox / clustering.py FuzzyCMeans._init_membership   100% 4 0 0   100% 0 0   100%
anfis_toolbox / clustering.py FuzzyCMeans._pairwise_sq_dists   100% 1 0 0   100% 0 0   100%
anfis_toolbox / clustering.py FuzzyCMeans.fit   100% 22 0 0   100% 6 0   100%
anfis_toolbox / clustering.py FuzzyCMeans.fit.update_centers   100% 3 0 0   100% 0 0   100%
anfis_toolbox / clustering.py FuzzyCMeans.fit_predict   100% 2 0 0   100% 0 0   100%
anfis_toolbox / clustering.py FuzzyCMeans.predict   100% 2 0 0   100% 0 0   100%
anfis_toolbox / clustering.py FuzzyCMeans.predict_proba   100% 8 0 0   100% 2 0   100%
anfis_toolbox / clustering.py FuzzyCMeans.transform   100% 1 0 0   100% 0 0   100%
anfis_toolbox / clustering.py FuzzyCMeans.partition_coefficient   100% 3 0 0   100% 2 0   100%
anfis_toolbox / clustering.py FuzzyCMeans.classification_entropy   100% 3 0 0   100% 2 0   100%
anfis_toolbox / clustering.py FuzzyCMeans.xie_beni_index   100% 4 0 0   100% 2 0   100%
anfis_toolbox / clustering.py (no function)   100% 21 0 0   100% 0 0   100%
anfis_toolbox / config.py _SupportsParameters.parameters   100% 0 0 2   100% 0 0   100%
anfis_toolbox / config.py ANFISConfig.__init__   100% 1 0 0   100% 0 0   100%
anfis_toolbox / config.py ANFISConfig.add_input_config   100% 2 0 0   100% 0 0   100%
anfis_toolbox / config.py ANFISConfig.set_training_config   100% 2 0 0   100% 0 0   100%
anfis_toolbox / config.py ANFISConfig.build_model   100% 7 0 0   100% 4 0   100%
anfis_toolbox / config.py ANFISConfig.save   100% 4 0 0   100% 0 0   100%
anfis_toolbox / config.py ANFISConfig.load   100% 5 0 0   100% 0 0   100%
anfis_toolbox / config.py ANFISConfig.to_dict   100% 1 0 0   100% 0 0   100%
anfis_toolbox / config.py ANFISConfig.__repr__   100% 4 0 0   100% 0 0   100%
anfis_toolbox / config.py ANFISModelManager.save_model   100% 12 0 0   100% 2 0   100%
anfis_toolbox / config.py ANFISModelManager.load_model   100% 3 0 0   100% 0 0   100%
anfis_toolbox / config.py ANFISModelManager._extract_config   100% 14 0 0   100% 8 0   100%
anfis_toolbox / config.py create_config_from_preset   100% 9 0 0   100% 4 0   100%
anfis_toolbox / config.py list_presets   100% 1 0 0   100% 0 0   100%
anfis_toolbox / config.py (no function)   100% 53 0 4   100% 0 0   100%
anfis_toolbox / estimator_utils.py BaseEstimatorLike.get_params   100% 2 0 0   100% 0 0   100%
anfis_toolbox / estimator_utils.py BaseEstimatorLike.get_params.clone_param   100% 7 0 0   100% 6 0   100%
anfis_toolbox / estimator_utils.py BaseEstimatorLike.set_params   100% 5 0 0   100% 4 0   100%
anfis_toolbox / estimator_utils.py BaseEstimatorLike.__sklearn_tags__   100% 18 0 0   100% 6 0   100%
anfis_toolbox / estimator_utils.py BaseEstimatorLike.__sklearn_is_fitted__   100% 1 0 0   100% 0 0   100%
anfis_toolbox / estimator_utils.py FittedMixin._mark_fitted   100% 1 0 0   100% 0 0   100%
anfis_toolbox / estimator_utils.py FittedMixin._require_is_fitted   100% 6 0 0   100% 6 0   100%
anfis_toolbox / estimator_utils.py check_is_fitted   100% 1 0 0   100% 0 0   100%
anfis_toolbox / estimator_utils.py format_estimator_repr   100% 20 0 0   100% 8 0   100%
anfis_toolbox / estimator_utils.py RuleInspectorMixin.get_rules   100% 24 0 0   100% 12 0   100%
anfis_toolbox / estimator_utils.py RegressorMixinLike.predict   100% 0 0 2   100% 0 0   100%
anfis_toolbox / estimator_utils.py RegressorMixinLike.score   100% 10 0 0   100% 4 0   100%
anfis_toolbox / estimator_utils.py ClassifierMixinLike.predict   100% 0 0 2   100% 0 0   100%
anfis_toolbox / estimator_utils.py ClassifierMixinLike.score   100% 7 0 0   100% 4 0   100%
anfis_toolbox / estimator_utils.py ensure_2d_array   100% 11 0 0   100% 6 0   100%
anfis_toolbox / estimator_utils.py ensure_vector   100% 8 0 0   100% 6 0   100%
anfis_toolbox / estimator_utils.py infer_feature_names   100% 6 0 0   100% 4 0   100%
anfis_toolbox / estimator_utils.py (no function)   100% 34 0 9   100% 0 0   100%
anfis_toolbox / layers.py MembershipLayer.__init__   100% 5 0 0   100% 0 0   100%
anfis_toolbox / layers.py MembershipLayer.membership_functions   100% 1 0 0   100% 0 0   100%
anfis_toolbox / layers.py MembershipLayer.forward   100% 11 0 0   100% 4 0   100%
anfis_toolbox / layers.py MembershipLayer.backward   100% 14 0 0   100% 4 0   100%
anfis_toolbox / layers.py MembershipLayer.reset   100% 4 0 0   100% 4 0   100%
anfis_toolbox / layers.py RuleLayer.__init__   100% 21 0 0   100% 12 0   100%
anfis_toolbox / layers.py RuleLayer.forward   100% 15 0 0   100% 6 0   100%
anfis_toolbox / layers.py RuleLayer.backward   100% 17 0 0   100% 10 0   100%
anfis_toolbox / layers.py NormalizationLayer.__init__   100% 1 0 0   100% 0 0   100%
anfis_toolbox / layers.py NormalizationLayer.forward   100% 4 0 0   100% 0 0   100%
anfis_toolbox / layers.py NormalizationLayer.backward   100% 7 0 0   100% 0 0   100%
anfis_toolbox / layers.py ConsequentLayer.__init__   100% 5 0 0   100% 0 0   100%
anfis_toolbox / layers.py ConsequentLayer.forward   100% 6 0 0   100% 0 0   100%
anfis_toolbox / layers.py ConsequentLayer.backward   100% 14 0 0   100% 8 0   100%
anfis_toolbox / layers.py ConsequentLayer.reset   100% 2 0 0   100% 0 0   100%
anfis_toolbox / layers.py ClassificationConsequentLayer.__init__   100% 9 0 0   100% 2 0   100%
anfis_toolbox / layers.py ClassificationConsequentLayer.forward   100% 6 0 0   100% 0 0   100%
anfis_toolbox / layers.py ClassificationConsequentLayer.backward   100% 10 0 0   100% 0 0   100%
anfis_toolbox / layers.py ClassificationConsequentLayer.reset   100% 2 0 0   100% 0 0   100%
anfis_toolbox / layers.py (no function)   100% 30 0 0   100% 0 0   100%
anfis_toolbox / logging_config.py setup_logging   100% 12 0 0   100% 4 0   100%
anfis_toolbox / logging_config.py enable_training_logs   100% 1 0 0   100% 0 0   100%
anfis_toolbox / logging_config.py disable_training_logs   100% 2 0 0   100% 0 0   100%
anfis_toolbox / logging_config.py (no function)   100% 5 0 0   100% 0 0   100%
anfis_toolbox / losses.py LossFunction.prepare_targets   100% 1 0 0   100% 0 0   100%
anfis_toolbox / losses.py LossFunction.loss   100% 0 0 2   100% 0 0   100%
anfis_toolbox / losses.py LossFunction.gradient   100% 0 0 2   100% 0 0   100%
anfis_toolbox / losses.py MSELoss.prepare_targets   100% 4 0 0   100% 2 0   100%
anfis_toolbox / losses.py MSELoss.loss   100% 4 0 0   100% 0 0   100%
anfis_toolbox / losses.py MSELoss.gradient   100% 4 0 0   100% 0 0   100%
anfis_toolbox / losses.py CrossEntropyLoss._stable_softmax   100% 3 0 0   100% 0 0   100%
anfis_toolbox / losses.py CrossEntropyLoss.prepare_targets   100% 17 0 0   100% 10 0   100%
anfis_toolbox / losses.py CrossEntropyLoss.loss   100% 18 0 0   100% 8 0   100%
anfis_toolbox / losses.py CrossEntropyLoss.gradient   100% 12 0 0   100% 4 0   100%
anfis_toolbox / losses.py resolve_loss   100% 10 0 0   100% 8 0   100%
anfis_toolbox / losses.py (no function)   100% 17 0 2   100% 0 0   100%
anfis_toolbox / membership.py _smoothstep   100% 1 0 0   100% 0 0   100%
anfis_toolbox / membership.py _dsmoothstep_dt   100% 1 0 0   100% 0 0   100%
anfis_toolbox / membership.py MembershipFunction.__init__   100% 4 0 0   100% 0 0   100%
anfis_toolbox / membership.py MembershipFunction.forward   100% 0 0 1   100% 0 0   100%
anfis_toolbox / membership.py MembershipFunction.backward   100% 0 0 1   100% 0 0   100%
anfis_toolbox / membership.py MembershipFunction.__call__   100% 1 0 0   100% 0 0   100%
anfis_toolbox / membership.py MembershipFunction.reset   100% 4 0 0   100% 2 0   100%
anfis_toolbox / membership.py MembershipFunction.__str__   100% 2 0 0   100% 0 0   100%
anfis_toolbox / membership.py MembershipFunction.__repr__   100% 1 0 0   100% 0 0   100%
anfis_toolbox / membership.py GaussianMF.__init__   100% 3 0 0   100% 0 0   100%
anfis_toolbox / membership.py GaussianMF.forward   100% 5 0 0   100% 0 0   100%
anfis_toolbox / membership.py GaussianMF.backward   100% 13 0 0   100% 2 0   100%
anfis_toolbox / membership.py Gaussian2MF.__init__   100% 9 0 0   100% 6 0   100%
anfis_toolbox / membership.py Gaussian2MF.forward   100% 20 0 0   100% 6 0   100%
anfis_toolbox / membership.py Gaussian2MF.backward   100% 32 0 0   100% 6 0   100%
anfis_toolbox / membership.py TriangularMF.__init__   100% 7 0 0   100% 4 0   100%
anfis_toolbox / membership.py TriangularMF.forward   100% 14 0 0   100% 4 0   100%
anfis_toolbox / membership.py TriangularMF.backward   100% 28 0 0   100% 10 0   100%
anfis_toolbox / membership.py TrapezoidalMF.__init__   100% 7 0 0   100% 4 0   100%
anfis_toolbox / membership.py TrapezoidalMF.forward   100% 16 0 0   100% 4 0   100%
anfis_toolbox / membership.py TrapezoidalMF.backward   100% 33 0 0   100% 10 0   100%
anfis_toolbox / membership.py BellMF.__init__   100% 7 0 0   100% 4 0   100%
anfis_toolbox / membership.py BellMF.forward   100% 12 0 0   100% 0 0   100%
anfis_toolbox / membership.py BellMF.backward   100% 36 0 0   100% 4 0   100%
anfis_toolbox / membership.py SigmoidalMF.__init__   100% 5 0 0   100% 2 0   100%
anfis_toolbox / membership.py SigmoidalMF.forward   100% 14 0 0   100% 4 0   100%
anfis_toolbox / membership.py SigmoidalMF.backward   100% 13 0 0   100% 2 0   100%
anfis_toolbox / membership.py DiffSigmoidalMF.__init__   100% 5 0 0   100% 0 0   100%
anfis_toolbox / membership.py DiffSigmoidalMF.forward   100% 10 0 0   100% 0 0   100%
anfis_toolbox / membership.py DiffSigmoidalMF.backward   100% 15 0 0   100% 2 0   100%
anfis_toolbox / membership.py ProdSigmoidalMF.__init__   100% 5 0 0   100% 0 0   100%
anfis_toolbox / membership.py ProdSigmoidalMF.forward   100% 10 0 0   100% 0 0   100%
anfis_toolbox / membership.py ProdSigmoidalMF.backward   100% 15 0 0   100% 2 0   100%
anfis_toolbox / membership.py SShapedMF.__init__   100% 5 0 0   100% 2 0   100%
anfis_toolbox / membership.py SShapedMF.forward   100% 13 0 0   100% 2 0   100%
anfis_toolbox / membership.py SShapedMF.backward   100% 18 0 0   100% 4 0   100%
anfis_toolbox / membership.py LinSShapedMF.__init__   100% 5 0 0   100% 2 0   100%
anfis_toolbox / membership.py LinSShapedMF.forward   100% 11 0 0   100% 2 0   100%
anfis_toolbox / membership.py LinSShapedMF.backward   100% 17 0 0   100% 6 0   100%
anfis_toolbox / membership.py ZShapedMF.__init__   100% 5 0 0   100% 2 0   100%
anfis_toolbox / membership.py ZShapedMF.forward   100% 13 0 0   100% 2 0   100%
anfis_toolbox / membership.py ZShapedMF.backward   100% 18 0 0   100% 4 0   100%
anfis_toolbox / membership.py LinZShapedMF.__init__   100% 5 0 0   100% 2 0   100%
anfis_toolbox / membership.py LinZShapedMF.forward   100% 11 0 0   100% 2 0   100%
anfis_toolbox / membership.py LinZShapedMF.backward   100% 17 0 0   100% 6 0   100%
anfis_toolbox / membership.py PiMF.__init__   100% 5 0 0   100% 2 0   100%
anfis_toolbox / membership.py PiMF.forward   100% 24 0 0   100% 8 0   100%
anfis_toolbox / membership.py PiMF.backward   100% 34 0 0   100% 6 0   100%
anfis_toolbox / membership.py (no function)   100% 67 0 0   100% 0 0   100%
anfis_toolbox / metrics.py _PredictorLike.predict   100% 0 0 1   100% 0 0   100%
anfis_toolbox / metrics.py _to_float_array   100% 1 0 0   100% 0 0   100%
anfis_toolbox / metrics.py _coerce_regression_targets   100% 5 0 2   100% 0 0   100%
anfis_toolbox / metrics.py _flatten_float   100% 1 0 0   100% 0 0   100%
anfis_toolbox / metrics.py _coerce_labels   100% 6 0 0   100% 4 0   100%
anfis_toolbox / metrics.py _ensure_probabilities   100% 10 0 0   100% 4 0   100%
anfis_toolbox / metrics.py _confusion_matrix   100% 6 0 0   100% 2 0   100%
anfis_toolbox / metrics.py _safe_divide   100% 1 0 0   100% 0 0   100%
anfis_toolbox / metrics.py mean_squared_error   100% 3 0 0   100% 0 0   100%
anfis_toolbox / metrics.py mean_absolute_error   100% 2 0 0   100% 0 0   100%
anfis_toolbox / metrics.py root_mean_squared_error   100% 2 0 0   100% 0 0   100%
anfis_toolbox / metrics.py mean_absolute_percentage_error   100% 9 0 0   100% 4 0   100%
anfis_toolbox / metrics.py symmetric_mean_absolute_percentage_error   100% 3 0 0   100% 0 0   100%
anfis_toolbox / metrics.py r2_score   100% 8 0 0   100% 2 0   100%
anfis_toolbox / metrics.py pearson_correlation   100% 8 0 0   100% 2 0   100%
anfis_toolbox / metrics.py mean_squared_logarithmic_error   100% 5 0 0   100% 2 0   100%
anfis_toolbox / metrics.py explained_variance_score   100% 7 0 0   100% 2 0   100%
anfis_toolbox / metrics.py median_absolute_error   100% 2 0 0   100% 0 0   100%
anfis_toolbox / metrics.py mean_bias_error   100% 2 0 0   100% 0 0   100%
anfis_toolbox / metrics.py balanced_accuracy_score   100% 11 0 0   100% 4 0   100%
anfis_toolbox / metrics.py precision_recall_f1   100% 34 0 0   100% 10 0   100%
anfis_toolbox / metrics.py softmax   100% 6 0 0   100% 0 0   100%
anfis_toolbox / metrics.py cross_entropy   100% 18 0 0   100% 8 0   100%
anfis_toolbox / metrics.py log_loss   100% 11 0 0   100% 4 0   100%
anfis_toolbox / metrics.py accuracy   100% 8 0 0   100% 4 0   100%
anfis_toolbox / metrics.py partition_coefficient   100% 7 0 0   100% 4 0   100%
anfis_toolbox / metrics.py classification_entropy   100% 8 0 0   100% 4 0   100%
anfis_toolbox / metrics.py xie_beni_index   100% 28 0 0   100% 14 0   100%
anfis_toolbox / metrics.py _regression_metrics_dict   100% 19 0 0   100% 0 0   100%
anfis_toolbox / metrics.py _classification_metrics_dict   100% 14 0 0   100% 4 0   100%
anfis_toolbox / metrics.py MetricReport.__post_init__   100% 0 0 10   100% 0 0   100%
anfis_toolbox / metrics.py MetricReport.to_dict   100% 1 0 0   100% 0 0   100%
anfis_toolbox / metrics.py MetricReport.__getitem__   100% 1 0 0   100% 0 0   100%
anfis_toolbox / metrics.py MetricReport.__getattr__   100% 4 0 0   100% 0 0   100%
anfis_toolbox / metrics.py MetricReport.keys   100% 0 0 2   100% 0 0   100%
anfis_toolbox / metrics.py compute_metrics   100% 42 0 0   100% 34 0   100%
anfis_toolbox / metrics.py ANFISMetrics.regression_metrics   100% 2 0 0   100% 0 0   100%
anfis_toolbox / metrics.py ANFISMetrics.classification_metrics   100% 2 0 0   100% 0 0   100%
anfis_toolbox / metrics.py ANFISMetrics.model_complexity_metrics   100% 8 0 0   100% 4 0   100%
anfis_toolbox / metrics.py _resolve_predictor   100% 9 0 0   100% 6 0   100%
anfis_toolbox / metrics.py quick_evaluate   100% 33 0 0   100% 8 0   100%
anfis_toolbox / metrics.py (no function)   100% 58 0 5   100% 0 0   100%
anfis_toolbox / model.py TrainerProtocol.fit   100% 0 0 0   100% 0 0   100%
anfis_toolbox / model.py _TSKANFISSharedMixin.membership_functions   100% 1 0 0   100% 0 0   100%
anfis_toolbox / model.py _TSKANFISSharedMixin.rules   100% 1 0 0   100% 0 0   100%
anfis_toolbox / model.py _TSKANFISSharedMixin.reset_gradients   100% 2 0 0   100% 0 0   100%
anfis_toolbox / model.py _TSKANFISSharedMixin.get_parameters   100% 2 0 0   100% 0 0   100%
anfis_toolbox / model.py _TSKANFISSharedMixin.set_parameters   100% 12 0 0   100% 10 0   100%
anfis_toolbox / model.py _TSKANFISSharedMixin.get_gradients   100% 2 0 0   100% 0 0   100%
anfis_toolbox / model.py _TSKANFISSharedMixin.update_parameters   100% 2 0 0   100% 0 0   100%
anfis_toolbox / model.py _TSKANFISSharedMixin.update_consequent_parameters   100% 1 0 0   100% 0 0   100%
anfis_toolbox / model.py _TSKANFISSharedMixin.update_membership_parameters   100% 4 0 0   100% 6 0   100%
anfis_toolbox / model.py _TSKANFISSharedMixin.__str__   100% 1 0 0   100% 0 0   100%
anfis_toolbox / model.py TSKANFIS.__init__   100% 9 0 0   100% 0 0   100%
anfis_toolbox / model.py TSKANFIS.forward   100% 3 0 0   100% 0 0   100%
anfis_toolbox / model.py TSKANFIS.forward_antecedents   100% 4 0 0   100% 0 0   100%
anfis_toolbox / model.py TSKANFIS.forward_consequents   100% 2 0 0   100% 0 0   100%
anfis_toolbox / model.py TSKANFIS.backward   100% 4 0 0   100% 0 0   100%
anfis_toolbox / model.py TSKANFIS.predict   100% 10 0 0   100% 8 0   100%
anfis_toolbox / model.py TSKANFIS.fit   100% 15 0 0   100% 10 0   100%
anfis_toolbox / model.py TSKANFIS.__repr__   100% 1 0 0   100% 0 0   100%
anfis_toolbox / model.py TSKANFISClassifier.__init__   100% 12 0 0   100% 2 0   100%
anfis_toolbox / model.py TSKANFISClassifier.forward   100% 5 0 0   100% 0 0   100%
anfis_toolbox / model.py TSKANFISClassifier.backward   100% 4 0 0   100% 0 0   100%
anfis_toolbox / model.py TSKANFISClassifier.predict_proba   100% 11 0 0   100% 8 0   100%
anfis_toolbox / model.py TSKANFISClassifier.predict   100% 2 0 0   100% 0 0   100%
anfis_toolbox / model.py TSKANFISClassifier.fit   100% 20 0 0   100% 14 0   100%
anfis_toolbox / model.py TSKANFISClassifier.__repr__   100% 1 0 0   100% 0 0   100%
anfis_toolbox / model.py (no function)   100% 59 0 0   100% 0 0   100%
anfis_toolbox / optim / __init__.py (no function)   100% 8 0 0   100% 0 0   100%
anfis_toolbox / optim / _utils.py zeros_like_structure   100% 6 0 0   100% 4 0   100%
anfis_toolbox / optim / _utils.py iterate_membership_params   100% 8 0 0   100% 8 0   100%
anfis_toolbox / optim / _utils.py iterate_membership_params_with_state   100% 9 0 0   100% 8 0   100%
anfis_toolbox / optim / _utils.py update_membership_param   100% 2 0 0   100% 0 0   100%
anfis_toolbox / optim / _utils.py get_membership_param   100% 2 0 0   100% 0 0   100%
anfis_toolbox / optim / _utils.py flatten_membership_params   100% 8 0 0   100% 6 0   100%
anfis_toolbox / optim / _utils.py unflatten_membership_params   100% 2 0 0   100% 2 0   100%
anfis_toolbox / optim / _utils.py (no function)   100% 12 0 0   100% 0 0   100%
anfis_toolbox / optim / adam.py _adam_update   100% 5 0 0   100% 0 0   100%
anfis_toolbox / optim / adam.py AdamTrainer.init_state   100% 2 0 0   100% 0 0   100%
anfis_toolbox / optim / adam.py AdamTrainer.train_step   100% 5 0 0   100% 0 0   100%
anfis_toolbox / optim / adam.py AdamTrainer._compute_loss_and_grads   100% 8 0 0   100% 0 0   100%
anfis_toolbox / optim / adam.py AdamTrainer._apply_adam_step   100% 16 0 0   100% 2 0   100%
anfis_toolbox / optim / adam.py AdamTrainer.compute_loss   100% 3 0 0   100% 0 0   100%
anfis_toolbox / optim / adam.py (no function)   100% 25 0 0   100% 0 0   100%
anfis_toolbox / optim / base.py BaseTrainer.fit   100% 40 0 0   100% 18 0   100%
anfis_toolbox / optim / base.py BaseTrainer.init_state   100% 0 0 14   100% 0 0   100%
anfis_toolbox / optim / base.py BaseTrainer.train_step   100% 0 0 12   100% 0 0   100%
anfis_toolbox / optim / base.py BaseTrainer.compute_loss   100% 0 0 1   100% 0 0   100%
anfis_toolbox / optim / base.py BaseTrainer._prepare_training_data   100% 6 0 0   100% 2 0   100%
anfis_toolbox / optim / base.py BaseTrainer._prepare_validation_data   100% 6 0 0   100% 2 0   100%
anfis_toolbox / optim / base.py BaseTrainer._get_loss_fn   100% 7 0 0   100% 4 0   100%
anfis_toolbox / optim / base.py BaseTrainer._log_epoch   100% 7 0 0   100% 4 0   100%
anfis_toolbox / optim / base.py (no function)   100% 15 0 8   100% 0 0   100%
anfis_toolbox / optim / hybrid.py HybridTrainer.init_state   100% 2 0 0   100% 0 0   100%
anfis_toolbox / optim / hybrid.py HybridTrainer.train_step   100% 24 0 0   100% 0 0   100%
anfis_toolbox / optim / hybrid.py HybridTrainer.compute_loss   100% 5 0 0   100% 0 0   100%
anfis_toolbox / optim / hybrid.py HybridTrainer._require_regression_model   100% 3 0 0   100% 2 0   100%
anfis_toolbox / optim / hybrid.py (no function)   100% 18 0 0   100% 0 0   100%
anfis_toolbox / optim / hybrid_adam.py HybridAdamTrainer.init_state   100% 4 0 0   100% 0 0   100%
anfis_toolbox / optim / hybrid_adam.py HybridAdamTrainer.train_step   100% 25 0 0   100% 0 0   100%
anfis_toolbox / optim / hybrid_adam.py HybridAdamTrainer._apply_adam_update   100% 20 0 0   100% 4 0   100%
anfis_toolbox / optim / hybrid_adam.py HybridAdamTrainer.compute_loss   100% 5 0 0   100% 0 0   100%
anfis_toolbox / optim / hybrid_adam.py HybridAdamTrainer._require_regression_model   100% 3 0 0   100% 2 0   100%
anfis_toolbox / optim / hybrid_adam.py (no function)   100% 25 0 0   100% 0 0   100%
anfis_toolbox / optim / pso.py _flatten_params   100% 14 0 0   100% 8 0   100%
anfis_toolbox / optim / pso.py _unflatten_params   100% 12 0 0   100% 6 0   100%
anfis_toolbox / optim / pso.py PSOTrainer.init_state   100% 18 0 0   100% 2 0   100%
anfis_toolbox / optim / pso.py PSOTrainer.train_step   100% 36 0 0   100% 10 0   100%
anfis_toolbox / optim / pso.py PSOTrainer._temporary_parameters   100% 5 0 0   100% 0 0   100%
anfis_toolbox / optim / pso.py PSOTrainer._evaluate_loss   100% 3 0 0   100% 0 0   100%
anfis_toolbox / optim / pso.py PSOTrainer.compute_loss   100% 1 0 0   100% 0 0   100%
anfis_toolbox / optim / pso.py (no function)   100% 34 0 0   100% 0 0   100%
anfis_toolbox / optim / rmsprop.py RMSPropTrainer.init_state   100% 2 0 0   100% 0 0   100%
anfis_toolbox / optim / rmsprop.py RMSPropTrainer.train_step   100% 3 0 0   100% 0 0   100%
anfis_toolbox / optim / rmsprop.py RMSPropTrainer._compute_loss_and_grads   100% 8 0 0   100% 0 0   100%
anfis_toolbox / optim / rmsprop.py RMSPropTrainer._apply_rmsprop_step   100% 12 0 0   100% 2 0   100%
anfis_toolbox / optim / rmsprop.py RMSPropTrainer.compute_loss   100% 3 0 0   100% 0 0   100%
anfis_toolbox / optim / rmsprop.py (no function)   100% 23 0 0   100% 0 0   100%
anfis_toolbox / optim / sgd.py SGDTrainer.init_state   100% 1 0 0   100% 0 0   100%
anfis_toolbox / optim / sgd.py SGDTrainer.train_step   100% 2 0 0   100% 0 0   100%
anfis_toolbox / optim / sgd.py SGDTrainer._compute_loss_backward_and_update   100% 8 0 0   100% 0 0   100%
anfis_toolbox / optim / sgd.py SGDTrainer.compute_loss   100% 3 0 0   100% 0 0   100%
anfis_toolbox / optim / sgd.py (no function)   100% 19 0 0   100% 0 0   100%
anfis_toolbox / regressor.py _ensure_training_logging   100% 6 0 0   100% 4 0   100%
anfis_toolbox / regressor.py ANFISRegressor.__init__   100% 23 0 0   100% 0 0   100%
anfis_toolbox / regressor.py ANFISRegressor.fit   100% 26 0 0   100% 10 0   100%
anfis_toolbox / regressor.py ANFISRegressor.predict   100% 14 0 0   100% 8 0   100%
anfis_toolbox / regressor.py ANFISRegressor.evaluate   100% 24 0 0   100% 14 0   100%
anfis_toolbox / regressor.py ANFISRegressor.evaluate._is_effectively_nan   100% 13 0 0   100% 12 0   100%
anfis_toolbox / regressor.py ANFISRegressor.get_rules   100% 4 0 0   100% 2 0   100%
anfis_toolbox / regressor.py ANFISRegressor.save   100% 4 0 0   100% 0 0   100%
anfis_toolbox / regressor.py ANFISRegressor.load   100% 6 0 0   100% 2 0   100%
anfis_toolbox / regressor.py ANFISRegressor.__repr__   100% 1 0 0   100% 0 0   100%
anfis_toolbox / regressor.py ANFISRegressor._more_tags   100% 0 0 4   100% 0 0   100%
anfis_toolbox / regressor.py ANFISRegressor._resolve_input_specs   100% 5 0 0   100% 2 0   100%
anfis_toolbox / regressor.py ANFISRegressor._repr_config_pairs   100% 7 0 0   100% 4 0   100%
anfis_toolbox / regressor.py ANFISRegressor._repr_children_entries   100% 19 0 0   100% 12 0   100%
anfis_toolbox / regressor.py ANFISRegressor._describe_optimizer_config   100% 9 0 0   100% 8 0   100%
anfis_toolbox / regressor.py ANFISRegressor._summarize_model   100% 16 0 0   100% 8 0   100%
anfis_toolbox / regressor.py ANFISRegressor._summarize_optimizer   100% 10 0 0   100% 8 0   100%
anfis_toolbox / regressor.py ANFISRegressor._summarize_history   100% 12 0 0   100% 8 0   100%
anfis_toolbox / regressor.py ANFISRegressor._fetch_input_config   100% 10 0 0   100% 6 0   100%
anfis_toolbox / regressor.py ANFISRegressor._normalize_input_spec   100% 24 0 0   100% 18 0   100%
anfis_toolbox / regressor.py ANFISRegressor._build_model   100% 28 0 0   100% 14 0   100%
anfis_toolbox / regressor.py ANFISRegressor._instantiate_trainer   100% 17 0 0   100% 8 0   100%
anfis_toolbox / regressor.py ANFISRegressor._collect_trainer_params   100% 18 0 0   100% 14 0   100%
anfis_toolbox / regressor.py ANFISRegressor._apply_runtime_overrides   100% 5 0 0   100% 6 0   100%
anfis_toolbox / regressor.py (no function)   100% 47 0 1   100% 0 0   100%
Total     100% 3658 0 92   100% 1154 0   100%

No items found using the specified filter.