######## LECA API ######## .. currentmodule:: LECA Data Preparation ================ .. autosummary:: :toctree: generated/ :template: function.rst LECA.prep.arrhenius LECA.prep.combine_cut LECA.prep.data_visualize LECA.prep.direct_sample_arrhenius LECA.prep.feature_overview LECA.prep.filter_fn LECA.prep.import_data LECA.prep.interactive_data_visualize LECA.prep.outlier_filter Regression WorkFlow =================== .. autosummary:: :toctree: generated/ :template: class.rst LECA.fit.WorkFlow Model Analysis ============== .. autosummary:: :toctree: generated/ :template: function.rst LECA.analyze.comparative_datasize_performance LECA.analyze.datasize_performance LECA.analyze.performance_plot LECA.analyze.create_input LECA.analyze.predict_conductivity_from_arrhenius_objectives LECA.analyze.predict_conductivity_from_log_conductivity_objective LECA.analyze.plot_1D LECA.analyze.plot_1D_Sx LECA.analyze.plot_2D LECA.analyze.plot_2D_Sx LECA.analyze.predict_arrhenius_fit LECA.analyze.visualize_arrhenius_fit LECA.analyze.extract_results Active Learning ====================== .. autosummary:: :toctree: generated/ :template: class.rst LECA.active_learning.ActiveLearner LECA.active_learning.InteractiveModel LECA Custom Estimators ====================== .. autosummary:: :toctree: generated/ :template: class.rst LECA.estimators.PolynomialRegression LECA.estimators.AlphaGPR Notebook Utils ============== .. autosummary:: :toctree: generated/ :template: function.rst