Index

B

BezierSimplex (class in torch_bsf) (class in torch_bsf.bezier_simplex)

BezierSimplexDataModule (class in torch_bsf) (class in torch_bsf.bezier_simplex) BezierSimplexRegressor (class in torch_bsf.sklearn)

C

configure_optimizers() (torch_bsf.bezier_simplex.BezierSimplex method) (torch_bsf.BezierSimplex method)

ControlPoints (class in torch_bsf.control_points) ControlPointsData (in module torch_bsf.control_points)

D

degree (torch_bsf.bezier_simplex.BezierSimplex property) (torch_bsf.BezierSimplex property) (torch_bsf.control_points.ControlPoints attribute)

E

extra_repr() (torch_bsf.control_points.ControlPoints method)

F

fit() (in module torch_bsf) (in module torch_bsf.bezier_simplex) (torch_bsf.preprocessing.MinMaxScaler method) (torch_bsf.preprocessing.NoneScaler method) (torch_bsf.preprocessing.QuantileScaler method) (torch_bsf.preprocessing.Scaler method) (torch_bsf.preprocessing.StdScaler method) (torch_bsf.sklearn.BezierSimplexRegressor method) fit_kfold() (in module torch_bsf) (in module torch_bsf.bezier_simplex)

fit_transform() (torch_bsf.bezier_simplex.BezierSimplexDataModule method) (torch_bsf.BezierSimplexDataModule method) (torch_bsf.preprocessing.MinMaxScaler method) (torch_bsf.preprocessing.NoneScaler method) (torch_bsf.preprocessing.QuantileScaler method) (torch_bsf.preprocessing.Scaler method) (torch_bsf.preprocessing.StdScaler method) forward() (torch_bsf.bezier_simplex.BezierSimplex method) (torch_bsf.BezierSimplex method) freeze_row() (torch_bsf.bezier_simplex.BezierSimplex method) (torch_bsf.BezierSimplex method)

I

Index (in module torch_bsf.control_points) index_list() (in module torch_bsf.validator) indices() (torch_bsf.control_points.ControlPoints method) indices_schema() (in module torch_bsf.validator) int_or_str() (in module torch_bsf.validator) inverse_transform() (torch_bsf.bezier_simplex.BezierSimplexDataModule method) (torch_bsf.BezierSimplexDataModule method) (torch_bsf.preprocessing.MinMaxScaler method) (torch_bsf.preprocessing.NoneScaler method) (torch_bsf.preprocessing.QuantileScaler method) (torch_bsf.preprocessing.Scaler method) (torch_bsf.preprocessing.StdScaler method)

items() (torch_bsf.control_points.ControlPoints method)

K

keys() (torch_bsf.control_points.ControlPoints method)

L

load() (in module torch_bsf.bezier_simplex) load_data() (torch_bsf.bezier_simplex.BezierSimplexDataModule method) (torch_bsf.BezierSimplexDataModule method) load_params() (torch_bsf.bezier_simplex.BezierSimplexDataModule method) (torch_bsf.BezierSimplexDataModule method)

load_values() (torch_bsf.bezier_simplex.BezierSimplexDataModule method) (torch_bsf.BezierSimplexDataModule method) longest_edge_criterion() (in module torch_bsf)

M

matrix (torch_bsf.control_points.ControlPoints attribute) max_error_criterion() (in module torch_bsf) means (torch_bsf.preprocessing.StdScaler attribute), [1] meshgrid() (torch_bsf.bezier_simplex.BezierSimplex method) (torch_bsf.BezierSimplex method) MinMaxScaler (class in torch_bsf.preprocessing) mins (torch_bsf.preprocessing.MinMaxScaler attribute), [1] (torch_bsf.preprocessing.QuantileScaler attribute), [1] module torch_bsf torch_bsf.active_learning torch_bsf.bezier_simplex torch_bsf.control_points torch_bsf.plotting torch_bsf.preprocessing torch_bsf.sampling torch_bsf.sklearn torch_bsf.validator

monomial() (in module torch_bsf.bezier_simplex)

N

n_params (torch_bsf.bezier_simplex.BezierSimplex property) (torch_bsf.BezierSimplex property) (torch_bsf.control_points.ControlPoints attribute)

n_values (torch_bsf.bezier_simplex.BezierSimplex property) (torch_bsf.BezierSimplex property) (torch_bsf.control_points.ControlPoints attribute) NoneScaler (class in torch_bsf.preprocessing)

O

on_after_backward() (torch_bsf.bezier_simplex.BezierSimplex method) (torch_bsf.BezierSimplex method)

P

plot_bezier_simplex() (in module torch_bsf.plotting)

polynom() (in module torch_bsf.bezier_simplex) predict() (torch_bsf.sklearn.BezierSimplexRegressor method)

Q

q (torch_bsf.preprocessing.QuantileScaler attribute), [1]

QuantileScaler (class in torch_bsf.preprocessing)

R

rand() (in module torch_bsf.bezier_simplex)

randn() (in module torch_bsf.bezier_simplex) reparametrize() (in module torch_bsf)

S

save() (in module torch_bsf.bezier_simplex) Scaler (class in torch_bsf.preprocessing) scales (torch_bsf.preprocessing.MinMaxScaler attribute), [1] (torch_bsf.preprocessing.QuantileScaler attribute), [1] score() (torch_bsf.sklearn.BezierSimplexRegressor method) set_score_request() (torch_bsf.sklearn.BezierSimplexRegressor method) setup() (torch_bsf.bezier_simplex.BezierSimplexDataModule method) (torch_bsf.BezierSimplexDataModule method) simplex_grid() (in module torch_bsf.sampling)

simplex_indices() (in module torch_bsf.control_points) simplex_random() (in module torch_bsf.sampling) simplex_sobol() (in module torch_bsf.sampling) smoothness_penalty() (torch_bsf.bezier_simplex.BezierSimplex method) (torch_bsf.BezierSimplex method) split() (in module torch_bsf) split_by_criterion() (in module torch_bsf) stds (torch_bsf.preprocessing.StdScaler attribute), [1] StdScaler (class in torch_bsf.preprocessing) suggest_next_points() (in module torch_bsf.active_learning)

T

test_dataloader() (torch_bsf.bezier_simplex.BezierSimplexDataModule method) (torch_bsf.BezierSimplexDataModule method) test_step() (torch_bsf.bezier_simplex.BezierSimplex method) (torch_bsf.BezierSimplex method) to_parameterdict() (in module torch_bsf.control_points) to_parameterdict_key() (in module torch_bsf.control_points) to_parameterdict_value() (in module torch_bsf.control_points) torch_bsf module torch_bsf.active_learning module torch_bsf.bezier_simplex module torch_bsf.control_points module

torch_bsf.plotting module torch_bsf.preprocessing module torch_bsf.sampling module torch_bsf.sklearn module torch_bsf.validator module train_dataloader() (torch_bsf.bezier_simplex.BezierSimplexDataModule method) (torch_bsf.BezierSimplexDataModule method) training_step() (torch_bsf.bezier_simplex.BezierSimplex method) (torch_bsf.BezierSimplex method)

V

val_dataloader() (torch_bsf.bezier_simplex.BezierSimplexDataModule method) (torch_bsf.BezierSimplexDataModule method) validate_control_points() (in module torch_bsf) (in module torch_bsf.bezier_simplex)

validate_simplex_indices() (in module torch_bsf.validator) validation_step() (torch_bsf.bezier_simplex.BezierSimplex method) (torch_bsf.BezierSimplex method) Value (in module torch_bsf.control_points)

Z

zeros() (in module torch_bsf.bezier_simplex)