Index

A

add_simplex() (torch_bsf.simploidal.SimploidalSet method) add_simploid() (torch_bsf.simploidal.SimploidalSet method)

add_vertex() (torch_bsf.simploidal.SimploidalSet method) adjacency() (torch_bsf.simploidal.BezierSimploid method) (torch_bsf.simploidal.SimploidalBezierSpace method)

B

base (torch_bsf.simploidal.Simploid property) bernstein_basis() (in module torch_bsf.simploidal) betti_numbers() (torch_bsf.simploidal.SimploidalSet method)

bezier_simploid() (torch_bsf.simploidal.SimploidalBezierSpace method) BezierSimploid (class in torch_bsf.simploidal) BezierSimploidRegressor (class in torch_bsf.sklearn) boundary_matrix() (torch_bsf.simploidal.SimploidalSet method)

C

check() (torch_bsf.simploidal.SimploidalSet method) cone() (torch_bsf.simploidal.SimploidalSet method)

control_point_rows() (torch_bsf.simploidal.SimploidalBezierSpace method) control_points() (torch_bsf.simploidal.SimploidalBezierSpace method)

D

degeneracy() (torch_bsf.simploidal.Simploid method) degeneracy_map (torch_bsf.simploidal.Simploid property) degenerate() (torch_bsf.simploidal.BezierSimploid method) (torch_bsf.simploidal.SimploidalSet method)

degree (torch_bsf.simploidal.BezierSimploid property) design_matrix() (torch_bsf.simploidal.BezierSimploid method) (torch_bsf.simploidal.SimploidalBezierSpace method) dim (torch_bsf.simploidal.Simploid property) (torch_bsf.simploidal.SimploidalSet property)

E

evaluate() (torch_bsf.simploidal.SimploidalBezierSpace method)

extra_repr() (torch_bsf.simploidal.BezierSimploid method) (torch_bsf.simploidal.SimploidalBezierSpace method)

F

face() (torch_bsf.simploidal.BezierSimploid method) (torch_bsf.simploidal.Simploid method) faces() (torch_bsf.simploidal.Simploid method) fit() (in module torch_bsf) (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.BezierSimploidRegressor method)

fit_kfold() (in module torch_bsf) fit_sgd() (in module torch_bsf) (in module torch_bsf.simploidal) fit_simploidal_set() (in module torch_bsf.simploidal) fit_transform() (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.simploidal.BezierSimploid method) (torch_bsf.simploidal.SimploidalBezierSpace method)

G

gram_matrix() (in module torch_bsf.simploidal)

I

identify() (torch_bsf.simploidal.SimploidalSet method) index_list() (in module torch_bsf.validator) indices() (torch_bsf.simploidal.BezierSimploid method) int_or_str() (in module torch_bsf.validator) inverse_transform() (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)

is_degenerate (torch_bsf.simploidal.Simploid property) is_vertex (torch_bsf.simploidal.Simploid property)

L

length (torch_bsf.simploidal.Simploid property) linear_scalarization() (in module torch_bsf.simploidal)

load() (in module torch_bsf.simploidal) longest_edge_criterion() (in module torch_bsf) (in module torch_bsf.splitting)

M

main_simploids() (torch_bsf.simploidal.SimploidalSet method) make_scaler() (in module torch_bsf.preprocessing) max_error_criterion() (in module torch_bsf) (in module torch_bsf.splitting) means (torch_bsf.preprocessing.StdScaler attribute), [1] MinMaxScaler (class in torch_bsf.preprocessing) mins (torch_bsf.preprocessing.MinMaxScaler attribute), [1] (torch_bsf.preprocessing.QuantileScaler attribute), [1] model_ (torch_bsf.sklearn.BezierSimploidRegressor attribute)

module torch_bsf torch_bsf.active_learning torch_bsf.plotting torch_bsf.preprocessing torch_bsf.sampling torch_bsf.simploidal torch_bsf.sklearn torch_bsf.splitting torch_bsf.validator

N

n_params (torch_bsf.simploidal.BezierSimploid property) n_proper_control_points (torch_bsf.simploidal.SimploidalBezierSpace property) n_values (torch_bsf.simploidal.BezierSimploid property) (torch_bsf.simploidal.SimploidalBezierSpace property)

NoneScaler (class in torch_bsf.preprocessing) NormalizeType (in module torch_bsf.preprocessing)

P

plot_bezier_simplex() (in module torch_bsf.plotting) plot_bezier_simploid() (in module torch_bsf.plotting) plot_simploidal_bezier_space() (in module torch_bsf.plotting)

predict() (torch_bsf.sklearn.BezierSimploidRegressor method) product() (torch_bsf.simploidal.BezierSimploid method) (torch_bsf.simploidal.SimploidalSet method)

Q

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

QuantileScaler (class in torch_bsf.preprocessing)

R

rand() (torch_bsf.simploidal.BezierSimploid class method) randn() (torch_bsf.simploidal.BezierSimploid class method) reparametrize() (in module torch_bsf) (in module torch_bsf.splitting)

row() (torch_bsf.simploidal.BezierSimploid method) (torch_bsf.simploidal.SimploidalBezierSpace method)

S

sample_domain() (in module torch_bsf.simploidal) sample_simploid() (in module torch_bsf.simploidal) save() (in module torch_bsf.simploidal) Scaler (class in torch_bsf.preprocessing) scales (torch_bsf.preprocessing.MinMaxScaler attribute), [1] (torch_bsf.preprocessing.QuantileScaler attribute), [1] score() (torch_bsf.sklearn.BezierSimploidRegressor method) simplex_grid() (in module torch_bsf.sampling) simplex_random() (in module torch_bsf.sampling) simplex_sobol() (in module torch_bsf.sampling) Simploid (class in torch_bsf.simploidal) simploid_degree() (torch_bsf.simploidal.SimploidalBezierSpace method) simploid_id() (torch_bsf.simploidal.SimploidalBezierSpace method) simploid_indices() (in module torch_bsf.simploidal)

simploid_n_params() (in module torch_bsf.simploidal) simploid_type (torch_bsf.simploidal.BezierSimploid property) (torch_bsf.simploidal.Simploid property) simploid_type_ (torch_bsf.sklearn.BezierSimploidRegressor attribute) SimploidalBezierSpace (class in torch_bsf.simploidal) SimploidalSet (class in torch_bsf.simploidal) simploids() (torch_bsf.simploidal.SimploidalSet method) split() (in module torch_bsf) (in module torch_bsf.splitting) split_by_criterion() (in module torch_bsf) (in module torch_bsf.splitting) SplitCriterion (in module torch_bsf.splitting) stds (torch_bsf.preprocessing.StdScaler attribute), [1] StdScaler (class in torch_bsf.preprocessing) suggest_next_points() (in module torch_bsf.active_learning)

T

torch_bsf module torch_bsf.active_learning module torch_bsf.plotting module torch_bsf.preprocessing module torch_bsf.sampling module torch_bsf.simploidal module

torch_bsf.sklearn module torch_bsf.splitting module torch_bsf.validator module transform() (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)

V

vertices() (torch_bsf.simploidal.Simploid method)

Z

zeros() (torch_bsf.simploidal.BezierSimploid class method)