Index

_

__init__() (LECA.estimators.AlphaGPR method) (LECA.estimators.PolynomialRegression method) (LECA.fit.WorkFlow method)

_n_jobs (LECA.fit.WorkFlow attribute) _random_state (LECA.fit.WorkFlow attribute)

A

add_regr() (LECA.fit.WorkFlow method) AlphaGPR (class in LECA.estimators) arrhenius() (in module LECA.prep)

arrhenius_cross_validate() (LECA.fit.WorkFlow method) arrhenius_validate() (LECA.fit.WorkFlow method) autoML() (LECA.fit.WorkFlow method)

B

best_model() (LECA.fit.WorkFlow method)

C

combine_cut() (in module LECA.prep) comparative_datasize_performance() (in module LECA.analyze)

create_input() (in module LECA.analyze) cross_validate() (LECA.fit.WorkFlow method)

D

data_visualize() (in module LECA.prep)

datasize_performance() (in module LECA.analyze) direct_sample_arrhenius() (in module LECA.prep)

E

estimate_uncertainty() (LECA.fit.WorkFlow method)

extract_results() (in module LECA.analyze)

F

feature_overview() (in module LECA.prep) features (LECA.fit.WorkFlow attribute)

filter_fn() (in module LECA.prep) fit() (LECA.estimators.AlphaGPR method) (LECA.estimators.PolynomialRegression method)

G

generate_bins() (LECA.fit.WorkFlow method)

get_estimator() (LECA.fit.WorkFlow method)

H

hyperparameter_optimize() (LECA.fit.WorkFlow method)

I

import_data() (in module LECA.prep)

interactive_data_visualize() (in module LECA.prep)

M

mean_cv_scores() (LECA.fit.WorkFlow method)

O

objective_list (LECA.fit.WorkFlow attribute)

optimize() (LECA.fit.WorkFlow method) outlier_filter() (in module LECA.prep)

P

performance_plot() (in module LECA.analyze) plot_1D() (in module LECA.analyze) plot_1D_Sx() (in module LECA.analyze) plot_2D() (in module LECA.analyze) plot_2D_Sx() (in module LECA.analyze) poly_lr_coefs() (LECA.fit.WorkFlow method) poly_X (LECA.fit.WorkFlow attribute)

polynomial_convert() (LECA.fit.WorkFlow method) PolynomialRegression (class in LECA.estimators) predict() (LECA.estimators.PolynomialRegression method) (LECA.fit.WorkFlow method) predict_arrhenius_fit() (in module LECA.analyze) predict_conductivity_from_arrhenius_objectives() (in module LECA.analyze) predict_conductivity_from_log_conductivity_objective() (in module LECA.analyze)

R

RBMAL() (LECA.fit.WorkFlow method) reinit_data_sets() (LECA.fit.WorkFlow method)

remove_regr() (LECA.fit.WorkFlow method) results (LECA.fit.WorkFlow attribute) retrain() (LECA.fit.WorkFlow method)

S

set_fit_request() (LECA.estimators.PolynomialRegression method) set_predict_request() (LECA.estimators.AlphaGPR method) set_score_request() (LECA.estimators.AlphaGPR method) (LECA.estimators.PolynomialRegression method)

supported_metrics (LECA.fit.WorkFlow attribute) supported_models (LECA.fit.WorkFlow attribute)

V

validate() (LECA.fit.WorkFlow method)

visualize_arrhenius_fit() (in module LECA.analyze)

W

WorkFlow (class in LECA.fit)

X

X (LECA.fit.WorkFlow attribute)

X_unscaled (LECA.fit.WorkFlow attribute) X_validate (LECA.fit.WorkFlow attribute)