Index

A

ae_q() (evaluators.regression_evaluator.RegressionEvaluator method)

B

BaseDataset (class in data.dataset)

C

create_directory() (utils.path_manager.PathManager static method)

D

data.dataset module

E

Evaluator (class in evaluators.evaluator) evaluators module evaluators.evaluator module

evaluators.regression_evaluator module evaluators.regression_evaluator_plotter module

I

isscaled (data.dataset.BaseDataset property)

L

l2_error() (evaluators.regression_evaluator.RegressionEvaluator method)

M

mean_absolute_error() (evaluators.regression_evaluator.RegressionEvaluator method) mean_relative_error() (evaluators.regression_evaluator.RegressionEvaluator method) mean_squared_error() (evaluators.regression_evaluator.RegressionEvaluator method) module data.dataset evaluators evaluators.evaluator evaluators.regression_evaluator evaluators.regression_evaluator_plotter optimization optimization.optimizer_interface optimization.optuna_base_optimizer plotting plotting.metrics_study plotting.plot_2d_mesh plotting.plotter plotting.true_vs_pred_plot utils.path_manager

O

optimization module optimization.optimizer_interface module optimization.optuna_base_optimizer module

optimization_params (optimization.optuna_base_optimizer.OptunaBaseOptimizer property) optimize() (optimization.optimizer_interface.OptunaOptimizer method) (optimization.optuna_base_optimizer.OptunaBaseOptimizer method) OptunaBaseOptimizer (class in optimization.optuna_base_optimizer) OptunaOptimizer (class in optimization.optimizer_interface)

P

PathManager (class in utils.path_manager) plot() (plotting.plotter.Plotter method) (plotting.true_vs_pred_plot.TrueVsPredPlotter method) plot_mesh_2d() (in module plotting.plot_2d_mesh) plot_mesh_3d_interactive() (in module plotting.plot_2d_mesh) Plotter (class in plotting.plotter) plotting module plotting.metrics_study module

plotting.plot_2d_mesh module plotting.plotter module plotting.true_vs_pred_plot module print_metrics() (evaluators.evaluator.Evaluator method) (evaluators.regression_evaluator.RegressionEvaluator method) process_data() (data.dataset.BaseDataset method)

R

R2() (evaluators.regression_evaluator.RegressionEvaluator method) RegressionEvaluator (class in evaluators.regression_evaluator) RegressionEvaluatorPlotter (class in evaluators.regression_evaluator_plotter)

rescale_data() (data.dataset.BaseDataset method) rescale_x() (data.dataset.BaseDataset method) rescale_y() (data.dataset.BaseDataset method)

S

scale_data() (data.dataset.BaseDataset method)

T

tolerance (evaluators.regression_evaluator.RegressionEvaluator property)

TrueVsPredPlotter (class in plotting.true_vs_pred_plot)

U

utils.path_manager module