xanfis packageΒΆ
- xanfis.helpers package
- xanfis.helpers.membership_family module
- xanfis.helpers.metric_util module
- xanfis.helpers.preprocessor module
- xanfis.helpers.scaler_util module
- xanfis.helpers.validator module
- xanfis.models package
- xanfis.models.base_anfis module
BaseAnfisBaseAnfis.networkBaseAnfis.loss_trainBaseAnfis.SUPPORTED_CLS_METRICSBaseAnfis.SUPPORTED_REG_METRICSBaseAnfis.SUPPORTED_CLS_METRICSBaseAnfis.SUPPORTED_REG_METRICSBaseAnfis.evaluate()BaseAnfis.fit()BaseAnfis.load_model()BaseAnfis.predict()BaseAnfis.save_evaluation_metrics()BaseAnfis.save_model()BaseAnfis.save_training_loss()BaseAnfis.save_y_predicted()BaseAnfis.score()BaseAnfis.set_seed()
BaseBioAnfisBaseBioAnfis.SUPPORTED_OPTIMIZERSBaseBioAnfis.SUPPORTED_CLS_OBJECTIVESBaseBioAnfis.SUPPORTED_REG_OBJECTIVESBaseBioAnfis.optimBaseBioAnfis.optim_paramsBaseBioAnfis.verboseBaseBioAnfis.size_inputBaseBioAnfis.size_outputBaseBioAnfis.networkBaseBioAnfis.optimizerBaseBioAnfis.obj_nameBaseBioAnfis.metric_classBaseBioAnfis.set_optim_and_paras()BaseBioAnfis.build_model()BaseBioAnfis.get_name()BaseBioAnfis._set_optimizer()BaseBioAnfis._set_lb_ub()BaseBioAnfis.objective_function()BaseBioAnfis._fit()BaseBioAnfis.SUPPORTED_CLS_OBJECTIVESBaseBioAnfis.SUPPORTED_OPTIMIZERSBaseBioAnfis.SUPPORTED_REG_OBJECTIVESBaseBioAnfis.build_model()BaseBioAnfis.get_name()BaseBioAnfis.objective_function()BaseBioAnfis.set_optim_and_paras()
BaseClassicAnfisBaseGdAnfisBaseGdAnfis.SUPPORTED_OPTIMIZERSBaseGdAnfis.epochsBaseGdAnfis.batch_sizeBaseGdAnfis.optimBaseGdAnfis.optim_paramsBaseGdAnfis.early_stoppingBaseGdAnfis.n_patienceBaseGdAnfis.epsilonBaseGdAnfis.valid_rateBaseGdAnfis.verboseBaseGdAnfis.size_inputBaseGdAnfis.size_outputBaseGdAnfis.networkBaseGdAnfis.optimizerBaseGdAnfis.criterionBaseGdAnfis.patience_countBaseGdAnfis.valid_modeBaseGdAnfis.early_stopperBaseGdAnfis.SUPPORTED_OPTIMIZERSBaseGdAnfis.build_model()BaseGdAnfis.process_data()
CustomANFISCustomANFIS.membershipsCustomANFIS.coeffsCustomANFIS.act_output_CustomANFIS.mf_class_CustomANFIS._get_strengthCustomANFIS.SUPPORTED_ACTIVATIONSCustomANFIS.SUPPORTED_VANISHING_STRATEGIESCustomANFIS.SUPPORT_MEMBERSHIP_CLASSESCustomANFIS.forward()CustomANFIS.get_weights()CustomANFIS.get_weights_size()CustomANFIS.set_weights()CustomANFIS.trainingCustomANFIS.update_output_weights_by_least_squares()
EarlyStopper
- xanfis.models.bio_anfis module
- xanfis.models.classic_anfis module
- xanfis.models.gd_anfis module
GdAnfisClassifierGdAnfisClassifier.classes_GdAnfisClassifier.size_inputGdAnfisClassifier.size_outputGdAnfisClassifier.taskGdAnfisClassifier.networkGdAnfisClassifier.evaluate()GdAnfisClassifier.fit()GdAnfisClassifier.predict()GdAnfisClassifier.predict_proba()GdAnfisClassifier.process_data()GdAnfisClassifier.score()
GdAnfisRegressor
- xanfis.models.base_anfis module