Liquid Electrolyte Composition Analysis
Introduction:
Synthetic 1D LECA Introduction
Active Learning Introduction
Package API:
LECA API
Liquid Electrolyte Composition Analysis
Index
Index
_
|
A
|
B
|
C
|
D
|
E
|
F
|
G
|
H
|
I
|
M
|
O
|
P
|
R
|
S
|
T
|
U
|
V
|
W
|
X
|
Y
_
__init__() (LECA.active_learning.ActiveLearner method)
(LECA.active_learning.InteractiveModel method)
(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
active_set_X (LECA.active_learning.ActiveLearner attribute)
active_set_y (LECA.active_learning.ActiveLearner attribute)
ActiveLearner (class in LECA.active_learning)
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)
automatic_al() (LECA.active_learning.ActiveLearner method)
autoML() (LECA.fit.WorkFlow method)
B
best_model() (LECA.fit.WorkFlow method)
C
collected_data (LECA.active_learning.ActiveLearner attribute)
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_importance() (LECA.active_learning.ActiveLearner method)
data_pool (LECA.active_learning.ActiveLearner attribute)
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)
estimator_names (LECA.active_learning.ActiveLearner attribute)
evaluate() (LECA.active_learning.InteractiveModel method)
extend_data_set() (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_collected_data() (LECA.active_learning.ActiveLearner method)
get_estimator() (LECA.fit.WorkFlow method)
get_suggested_data() (LECA.active_learning.ActiveLearner method)
H
hyperparameter_optimize() (LECA.fit.WorkFlow method)
I
import_data() (in module LECA.prep)
interactive_data_visualize() (in module LECA.prep)
InteractiveModel (class in LECA.active_learning)
M
mean_cv_scores() (LECA.fit.WorkFlow method)
O
objective_funcs (LECA.active_learning.ActiveLearner attribute)
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)
single_step_al() (LECA.active_learning.ActiveLearner method)
suggested_data (LECA.active_learning.ActiveLearner attribute)
supported_metrics (LECA.fit.WorkFlow attribute)
supported_models (LECA.fit.WorkFlow attribute)
T
test_set_X (LECA.active_learning.ActiveLearner attribute)
test_set_y (LECA.active_learning.ActiveLearner attribute)
U
update_wf() (LECA.active_learning.ActiveLearner method)
V
validate() (LECA.fit.WorkFlow method)
visualize_arrhenius_fit() (in module LECA.analyze)
W
wf (LECA.active_learning.ActiveLearner attribute)
WorkFlow (class in LECA.fit)
X
X (LECA.active_learning.ActiveLearner attribute)
(LECA.fit.WorkFlow attribute)
X_unscaled (LECA.fit.WorkFlow attribute)
X_validate (LECA.fit.WorkFlow attribute)
Y
y (LECA.active_learning.ActiveLearner attribute)