BFBrain
- bfbrain package
- Submodules
- bfbrain.AL_Metrics module
process_score_fn()ALMetricModelMetricUnlabelledPredsMetricUnlabelledAgreementUnlabelledAgreement.status_historyUnlabelledAgreement.old_predsUnlabelledAgreement.lamsUnlabelledAgreement.dsUnlabelledAgreement.batch_sizeUnlabelledAgreement.nameUnlabelledAgreement.n_trialsUnlabelledAgreement.performance_check()UnlabelledAgreement.get_metric()UnlabelledAgreement.reset_data()
UnlabelledDeltaFValidationMetricTrainMetricPoolMetricPoolMetricReductionPoolDeltaFModelEvaluationMCModelEvaluationDecisionBoundaryScoreValidationConfusionMatrixValidationConfusionMatrix.status_historyValidationConfusionMatrix.nameValidationConfusionMatrix.score_fnValidationConfusionMatrix.tf_score_fnValidationConfusionMatrix.n_trialsValidationConfusionMatrix.performance_check()ValidationConfusionMatrix.perf_message()ValidationConfusionMatrix.get_metric()ValidationConfusionMatrix.get_legend()
ValidationFScorePoolScoreNewDataScoreStoppingConditionScoreNotDecreasingAccuracyNotImprovingFScoreNotImprovingDeltaFNotDecreasing
- bfbrain.BFB_Learner module
create_seq_network()AL_historyBFBLearnerBFBLearner.dmBFBLearner.modelBFBLearner.data_trainBFBLearner.data_valBFBLearner.metricsBFBLearner.historyBFBLearner.learning_rateBFBLearner.hop_distBFBLearner.rand_fractionBFBLearner.idxBFBLearner.l_constantBFBLearner.init_for_first_run()BFBLearner.from_file()BFBLearner.save_AL_state()BFBLearner.redefine_model()BFBLearner.set_l_constant()BFBLearner.add_metrics()BFBLearner.plot_metrics()BFBLearner.AL_loop()BFBLearner.from_file()BFBLearner.init_for_first_run()BFBLearner.set_l_constant()BFBLearner.save_AL_state()BFBLearner.redefine_model()BFBLearner.add_metrics()BFBLearner.plot_metrics()BFBLearner.get_calibration_uncertainties()BFBLearner.AL_loop()
- bfbrain.Custom_Layers module
- bfbrain.Data_Manager module
labeller_wrappernp_dataDataManagerDataManager.phi_lenDataManager.lam_lenDataManager.rngDataManager.polarDataManager.sym_exprDataManager.sym_grad_exprDataManager.phisym_varDataManager.lamsymDataManager.lambdify_modeDataManager.label_fnDataManager.label_checkDataManager.from_func()DataManager.create_random_lambdas()DataManager.check_labeller()DataManager.checklam_all()DataManager.create_data()DataManager.create_random_data()DataManager.check_accuracy_with_better_labeller()DataManager.balance_array()DataManager.create_dataset()DataManager.generate_L()
- bfbrain.False_Proximity_Test module
- bfbrain.Hypersphere_Formulas module
- bfbrain.Jax_Oracle module
- bfbrain.Potential_Functions module
- bfbrain.Score_Functions module
- Module contents