Index

_

_early_stop() (PyBMF.models.BaseModelTools.BaseModelTools method) _evaluate() (PyBMF.models.BaseModel.BaseModel method) _expansion() (in module PyBMF.models.GreConDPlus) _fit() (PyBMF.models.Asso.Asso method) (PyBMF.models.AssoIter.AssoIter method) (PyBMF.models.AssoOpt.AssoOpt method) (PyBMF.models.BaseModel.BaseModel method) (PyBMF.models.BinaryMFPenalty.BinaryMFPenalty method) (PyBMF.models.BinaryMFThreshold.BinaryMFThreshold method) (PyBMF.models.FastStep.FastStep method) (PyBMF.models.GreConD.GreConD method) (PyBMF.models.MEBF.MEBF method) (PyBMF.models.Panda.Panda method) (PyBMF.models.WNMF.WNMF method)

_init_factors() (PyBMF.models.BaseModelTools.BaseModelTools method) _init_logs() (PyBMF.models.BaseModelTools.BaseModelTools method) _make_html() (in module PyBMF.utils.dataframe_utils) _make_name() (in module PyBMF.utils.dataframe_utils) (PyBMF.models.BaseModelTools.BaseModelTools method) _open_html() (in module PyBMF.utils.dataframe_utils) _save_model() (PyBMF.models.BaseModelTools.BaseModelTools method) _show_logs() (PyBMF.models.BaseModelTools.BaseModelTools method) _show_matrix() (PyBMF.models.ContinuousModel.ContinuousModel method) _show_result() (PyBMF.models.BaseModelTools.BaseModelTools method) _start_timer() (PyBMF.models.BaseModelTools.BaseModelTools method) _stop_timer() (PyBMF.models.BaseModelTools.BaseModelTools method) _to_bool() (PyBMF.models.ContinuousModel.ContinuousModel method) _to_dense() (PyBMF.models.ContinuousModel.ContinuousModel method) _to_float() (PyBMF.models.ContinuousModel.ContinuousModel method)

A

ACC() (in module PyBMF.utils.metrics) add() (in module PyBMF.utils.boolean_utils) add_noise() (in module PyBMF.utils.generator_utils) (PyBMF.generators.BaseGenerator.BaseGenerator method)

Asso (class in PyBMF.models.Asso) AssoIter (class in PyBMF.models.AssoIter) AssoOpt (class in PyBMF.models.AssoOpt)

B

BaseData (class in PyBMF.datasets.BaseData) BaseGenerator (class in PyBMF.generators.BaseGenerator) BaseModel (class in PyBMF.models.BaseModel) BaseModelTools (class in PyBMF.models.BaseModelTools) BaseSplit (class in PyBMF.datasets.BaseSplit) bidirectional_growth() (PyBMF.models.MEBF.MEBF method) binarize() (in module PyBMF.utils.common) BinaryMFPenalty (class in PyBMF.models.BinaryMFPenalty)

BinaryMFThreshold (class in PyBMF.models.BinaryMFThreshold) BlockDiagonalMatrixGenerator (class in PyBMF.generators) (class in PyBMF.generators.BlockDiagonalMatrixGenerator) BlockMatrixGenerator (class in PyBMF.generators.BlockMatrixGenerator) bool_to_index() (in module PyBMF.utils.sparse_utils) boolean_matmul() (PyBMF.generators.BaseGenerator.BaseGenerator method) build_assoc() (in module PyBMF.models.Asso) build_basis() (in module PyBMF.models.Asso)

C

check_overlap() (PyBMF.generators.BlockMatrixGenerator.BlockMatrixGenerator method) check_params() (PyBMF.datasets.BaseSplit.BaseSplit method) (PyBMF.generators.BaseGenerator.BaseGenerator method) (PyBMF.models.AssoIter.AssoIter method) (PyBMF.models.AssoOpt.AssoOpt method) (PyBMF.models.BaseModel.BaseModel method) (PyBMF.models.BinaryMFPenalty.BinaryMFPenalty method) (PyBMF.models.BinaryMFThreshold.BinaryMFThreshold method) (PyBMF.models.FastStep.FastStep method) (PyBMF.models.HyperPlus.HyperPlus method) (PyBMF.models.NMFSklearn.NMFSklearn method) (PyBMF.models.Panda.Panda method) (PyBMF.models.WNMF.WNMF method)

check_sparse() (in module PyBMF.utils.sparse_utils) collective_cover() (in module PyBMF.utils.collective_evaluate_utils) concat_factor_info() (in module PyBMF.utils.collective_transform_utils) concat_Us_into_U() (in module PyBMF.utils.collective_transform_utils) concat_Xs_into_X() (in module PyBMF.utils.collective_transform_utils) ContinuousModel (class in PyBMF.models.ContinuousModel) cost() (PyBMF.models.Hyper.Hyper static method) cost_savings() (in module PyBMF.models.HyperPlus) coverage_score() (in module PyBMF.utils.metrics) CrossValidation (class in PyBMF.datasets) (class in PyBMF.datasets.CrossValidation)

D

d_sigmoid() (in module PyBMF.utils.common) description_length() (in module PyBMF.utils.metrics) dF() (PyBMF.models.BinaryMFThreshold.BinaryMFThreshold method) (PyBMF.models.FastStep.FastStep method)

dot() (in module PyBMF.utils.boolean_utils) dump_pickle() (PyBMF.datasets.BaseData.BaseData method) dXdx() (PyBMF.models.BinaryMFThreshold.BinaryMFThreshold method)

E

early_stop() (PyBMF.models.BaseModelTools.BaseModelTools method) (PyBMF.models.FastStep.FastStep method) ELBMF (class in PyBMF.models.ELBMF) (class in PyBMF.models.ELBMFNumPy) ERR() (in module PyBMF.utils.metrics) error() (in module PyBMF.models.BinaryMFPenalty) (PyBMF.models.WNMF.WNMF method)

eval() (in module PyBMF.utils.evaluate_utils) evaluate() (PyBMF.models.BaseModel.BaseModel method) evaluate_with_threshold() (PyBMF.models.BinaryMFThreshold.BinaryMFThreshold method) expansion() (in module PyBMF.models.GreConDPlus) extend_core() (PyBMF.models.Panda.Panda method) extend_factors() (PyBMF.models.BaseModelTools.BaseModelTools method)

F

F() (PyBMF.models.BinaryMFThreshold.BinaryMFThreshold method) (PyBMF.models.FastStep.FastStep method) F1() (in module PyBMF.utils.metrics) factorize() (PyBMF.models.ELBMFNumPy.ELBMF method) FastStep (class in PyBMF.models.FastStep) fill_nan() (in module PyBMF.utils.display) find_core() (PyBMF.models.Panda.Panda method) find_hyper() (PyBMF.models.Hyper.Hyper static method) finish() (PyBMF.models.BaseModel.BaseModel method) fit() (PyBMF.models.Asso.Asso method) (PyBMF.models.AssoIter.AssoIter method) (PyBMF.models.AssoOpt.AssoOpt method) (PyBMF.models.BaseModel.BaseModel method) (PyBMF.models.BinaryMFPenalty.BinaryMFPenalty method) (PyBMF.models.BinaryMFThreshold.BinaryMFThreshold method) (PyBMF.models.ELBMF.ELBMF method) (PyBMF.models.FastStep.FastStep method) (PyBMF.models.GreConD.GreConD method) (PyBMF.models.GreConDPlus.GreConDPlus method) (PyBMF.models.Hyper.Hyper method) (PyBMF.models.HyperPlus.HyperPlus method) (PyBMF.models.MaxSAT.MaxSAT method) (PyBMF.models.MEBF.MEBF method) (PyBMF.models.NMFSklearn.NMFSklearn method) (PyBMF.models.OrMachine.OrMachine method) (PyBMF.models.Panda.Panda method) (PyBMF.models.TransposedModel.TransposedModel method) (PyBMF.models.WNMF.WNMF method)

FN() (in module PyBMF.utils.metrics) FNR() (in module PyBMF.utils.metrics) FP() (in module PyBMF.utils.metrics) FPR() (in module PyBMF.utils.metrics)

G

generate() (PyBMF.generators.BaseGenerator.BaseGenerator method) (PyBMF.generators.BlockDiagonalMatrixGenerator method) (PyBMF.generators.BlockDiagonalMatrixGenerator.BlockDiagonalMatrixGenerator method) (PyBMF.generators.BlockMatrixGenerator.BlockMatrixGenerator method) (PyBMF.generators.SyntheticMatrixGenerator.SyntheticMatrixGenerator method) generate_factor() (PyBMF.generators.BaseGenerator.BaseGenerator method) (PyBMF.generators.BlockDiagonalMatrixGenerator method) (PyBMF.generators.BlockDiagonalMatrixGenerator.BlockDiagonalMatrixGenerator method) (PyBMF.generators.BlockMatrixGenerator.BlockMatrixGenerator method) (PyBMF.generators.SyntheticMatrixGenerator.SyntheticMatrixGenerator method) generate_factor_points() (PyBMF.generators.BlockMatrixGenerator.BlockMatrixGenerator method) generate_factors() (PyBMF.generators.BaseGenerator.BaseGenerator method) (PyBMF.generators.BlockDiagonalMatrixGenerator method) (PyBMF.generators.BlockDiagonalMatrixGenerator.BlockDiagonalMatrixGenerator method) (PyBMF.generators.BlockMatrixGenerator.BlockMatrixGenerator method) (PyBMF.generators.SyntheticMatrixGenerator.SyntheticMatrixGenerator method) get_attribute_info() (PyBMF.datasets.MovieLensGenreCastData method) (PyBMF.datasets.MovieLensGenreCastData.MovieLensGenreCastData method) (PyBMF.datasets.NetflixGenreCastData method) (PyBMF.datasets.NetflixGenreCastData.NetflixGenreCastData method) get_concept() (in module PyBMF.models.GreConD) get_config() (in module PyBMF.utils.dataframe_utils) get_dummy_factor_info() (in module PyBMF.utils.collective_utils) get_factor() (PyBMF.models.MEBF.MEBF method) get_factor_dims() (in module PyBMF.utils.collective_utils) get_factor_list() (in module PyBMF.utils.collective_utils) get_factor_starts() (in module PyBMF.utils.collective_utils) get_fold() (PyBMF.datasets.CrossValidation method) (PyBMF.datasets.CrossValidation.CrossValidation method)

get_indices() (PyBMF.datasets.CrossValidation static method) (PyBMF.datasets.CrossValidation.CrossValidation static method) (PyBMF.datasets.RatioSplit static method) (PyBMF.datasets.RatioSplit.RatioSplit static method) get_integrality_gap() (in module PyBMF.models.ELBMF) get_matrices() (in module PyBMF.utils.collective_utils) get_metrics() (in module PyBMF.utils.metrics) get_model_by_path() (in module PyBMF.utils.experiment_utils) get_model_by_time() (in module PyBMF.utils.experiment_utils) get_neg_indices() (PyBMF.datasets.BaseSplit.BaseSplit method) get_partition() (PyBMF.datasets.CrossValidation static method) (PyBMF.datasets.CrossValidation.CrossValidation static method) get_prediction() (in module PyBMF.utils.common) (PyBMF.models.BinaryMFPenalty.BinaryMFPenalty method) (PyBMF.models.PNLPF.PNLPF method) get_prediction_with_sigmoid() (in module PyBMF.models.PNLPF) get_prediction_with_threshold() (in module PyBMF.utils.common) get_refined_column() (PyBMF.models.AssoIter.AssoIter method) get_residual() (in module PyBMF.utils.common) get_rng() (in module PyBMF.utils.common) get_settings() (in module PyBMF.utils.collective_display_utils) get_size() (PyBMF.datasets.RatioSplit static method) (PyBMF.datasets.RatioSplit.RatioSplit static method) get_size_inches() (in module PyBMF.utils.display) get_user_profile() (PyBMF.datasets.MovieLensUserData method) (PyBMF.datasets.MovieLensUserData.MovieLensUserData method) get_vector() (in module PyBMF.models.Asso) get_weak_signal() (PyBMF.models.MEBF.MEBF method) GreConD (class in PyBMF.models.GreConD) GreConDPlus (class in PyBMF.models.GreConDPlus)

H

harmonic_score() (in module PyBMF.utils.collective_evaluate_utils) has_pickle (PyBMF.datasets.BaseData.BaseData property)

header() (in module PyBMF.utils.evaluate_utils) Hyper (class in PyBMF.models.Hyper) HyperPlus (class in PyBMF.models.HyperPlus)

I

ignore_warnings() (in module PyBMF.utils.decorator_utils) import_model() (PyBMF.models.BaseModelTools.BaseModelTools method) index_to_bool() (in module PyBMF.utils.sparse_utils) init_factorization() (PyBMF.models.ELBMFNumPy.ELBMF method) init_itemsets() (PyBMF.models.Hyper.Hyper method) init_model() (PyBMF.models.Asso.Asso method) (PyBMF.models.AssoIter.AssoIter method) (PyBMF.models.AssoOpt.AssoOpt method) (PyBMF.models.BaseModel.BaseModel method) (PyBMF.models.ContinuousModel.ContinuousModel method) (PyBMF.models.ELBMF.ELBMF method) (PyBMF.models.Hyper.Hyper method)

init_transactions() (PyBMF.models.Hyper.Hyper method) init_UV() (PyBMF.models.ContinuousModel.ContinuousModel method) init_W() (PyBMF.models.ContinuousModel.ContinuousModel method) int2bin() (in module PyBMF.models.AssoOpt) invert() (in module PyBMF.utils.metrics) IP (class in PyBMF.models.IP) iPALM() (PyBMF.models.ELBMF.ELBMF method) is_overlapped() (PyBMF.generators.BlockMatrixGenerator.BlockMatrixGenerator method) ismat() (in module PyBMF.utils.boolean_utils) isnum() (in module PyBMF.utils.boolean_utils)

L

limit_step_size() (in module PyBMF.solvers.line_search) line_search() (in module PyBMF.solvers) (in module PyBMF.solvers.line_search) load() (PyBMF.datasets.BaseData.BaseData method) load_data() (PyBMF.datasets.BaseData.BaseData method) (PyBMF.datasets.MovieLensData method) (PyBMF.datasets.MovieLensData.MovieLensData method) (PyBMF.datasets.MovieLensGenreCastData method) (PyBMF.datasets.MovieLensGenreCastData.MovieLensGenreCastData method) (PyBMF.datasets.MovieLensGenreCastUserData method) (PyBMF.datasets.MovieLensGenreCastUserData.MovieLensGenreCastUserData method) (PyBMF.datasets.MovieLensUserData method) (PyBMF.datasets.MovieLensUserData.MovieLensUserData method) (PyBMF.datasets.NetflixData method) (PyBMF.datasets.NetflixData.NetflixData method) (PyBMF.datasets.NetflixGenreCastData method) (PyBMF.datasets.NetflixGenreCastData.NetflixGenreCastData method)

load_dataset() (PyBMF.models.BaseModel.BaseModel method) load_neg_data() (PyBMF.datasets.BaseSplit.BaseSplit method) load_pos_data() (PyBMF.datasets.BaseSplit.BaseSplit method) log2html() (in module PyBMF.utils.dataframe_utils) log2latex() (in module PyBMF.utils.dataframe_utils)

M

MAE() (in module PyBMF.utils.metrics) matmul() (in module PyBMF.utils.boolean_utils) MaxSAT (class in PyBMF.models.MaxSAT) mean() (in module PyBMF.utils.data_utils) measure() (PyBMF.generators.BaseGenerator.BaseGenerator method) measure_density() (PyBMF.generators.BaseGenerator.BaseGenerator method) measure_overlap() (PyBMF.generators.BaseGenerator.BaseGenerator method) MEBF (class in PyBMF.models.MEBF) median() (in module PyBMF.utils.data_utils) module PyBMF.datasets PyBMF.datasets.BaseData PyBMF.datasets.BaseSplit PyBMF.datasets.CrossValidation PyBMF.datasets.MovieLensData PyBMF.datasets.MovieLensGenreCastData PyBMF.datasets.MovieLensGenreCastUserData PyBMF.datasets.MovieLensUserData PyBMF.datasets.NetflixData PyBMF.datasets.NetflixGenreCastData PyBMF.datasets.NoSplit PyBMF.datasets.RatioSplit PyBMF.generators PyBMF.generators.BaseGenerator PyBMF.generators.BlockDiagonalMatrixGenerator PyBMF.generators.BlockMatrixGenerator PyBMF.generators.SyntheticMatrixGenerator PyBMF.models PyBMF.models.Asso PyBMF.models.AssoIter PyBMF.models.AssoOpt PyBMF.models.BaseModel PyBMF.models.BaseModelTools PyBMF.models.BinaryMFPenalty PyBMF.models.BinaryMFThreshold PyBMF.models.ContinuousModel PyBMF.models.ELBMF PyBMF.models.ELBMFNumPy PyBMF.models.FastStep PyBMF.models.GreConD PyBMF.models.GreConDPlus PyBMF.models.Hyper PyBMF.models.HyperPlus PyBMF.models.IP PyBMF.models.MaxSAT PyBMF.models.MEBF PyBMF.models.NMFSklearn PyBMF.models.OrMachine PyBMF.models.Panda PyBMF.models.PNLPF PyBMF.models.TransposedModel PyBMF.models.WNMF PyBMF.solvers PyBMF.solvers.line_search PyBMF.utils PyBMF.utils.boolean_utils PyBMF.utils.collective_display_utils PyBMF.utils.collective_evaluate_utils PyBMF.utils.collective_transform_utils PyBMF.utils.collective_utils PyBMF.utils.common PyBMF.utils.data_utils PyBMF.utils.dataframe_utils PyBMF.utils.decorator_utils PyBMF.utils.display PyBMF.utils.evaluate_utils PyBMF.utils.experiment_utils PyBMF.utils.generator_utils PyBMF.utils.metrics PyBMF.utils.sparse_utils

MovieLensData (class in PyBMF.datasets) (class in PyBMF.datasets.MovieLensData) MovieLensGenreCastData (class in PyBMF.datasets) (class in PyBMF.datasets.MovieLensGenreCastData) MovieLensGenreCastUserData (class in PyBMF.datasets) (class in PyBMF.datasets.MovieLensGenreCastUserData) MovieLensUserData (class in PyBMF.datasets) (class in PyBMF.datasets.MovieLensUserData) multiply() (in module PyBMF.utils.boolean_utils)

N

negative_sample() (PyBMF.datasets.BaseSplit.BaseSplit method) (PyBMF.datasets.CrossValidation method) (PyBMF.datasets.CrossValidation.CrossValidation method) (PyBMF.datasets.NoSplit method) (PyBMF.datasets.NoSplit.NoSplit method) (PyBMF.datasets.RatioSplit method) (PyBMF.datasets.RatioSplit.RatioSplit method)

NetflixData (class in PyBMF.datasets) (class in PyBMF.datasets.NetflixData) NetflixGenreCastData (class in PyBMF.datasets) (class in PyBMF.datasets.NetflixGenreCastData) NMFSklearn (class in PyBMF.models.NMFSklearn) normalize_UV() (PyBMF.models.ContinuousModel.ContinuousModel method) NoSplit (class in PyBMF.datasets) (class in PyBMF.datasets.NoSplit)

O

OrMachine (class in PyBMF.models.OrMachine)

P

Panda (class in PyBMF.models.Panda) PNLPF (class in PyBMF.models.PNLPF) power() (in module PyBMF.utils.boolean_utils) PPV() (in module PyBMF.utils.metrics) predict_X() (PyBMF.models.BaseModel.BaseModel method) print_loss() (PyBMF.models.ELBMFNumPy.ELBMF method) print_msg() (PyBMF.models.BaseModelTools.BaseModelTools method) prox() (in module PyBMF.models.ELBMF) PyBMF.datasets module PyBMF.datasets.BaseData module PyBMF.datasets.BaseSplit module PyBMF.datasets.CrossValidation module PyBMF.datasets.MovieLensData module PyBMF.datasets.MovieLensGenreCastData module PyBMF.datasets.MovieLensGenreCastUserData module PyBMF.datasets.MovieLensUserData module PyBMF.datasets.NetflixData module PyBMF.datasets.NetflixGenreCastData module PyBMF.datasets.NoSplit module PyBMF.datasets.RatioSplit module PyBMF.generators module PyBMF.generators.BaseGenerator module PyBMF.generators.BlockDiagonalMatrixGenerator module PyBMF.generators.BlockMatrixGenerator module PyBMF.generators.SyntheticMatrixGenerator module PyBMF.models module PyBMF.models.Asso module PyBMF.models.AssoIter module PyBMF.models.AssoOpt module PyBMF.models.BaseModel module PyBMF.models.BaseModelTools module PyBMF.models.BinaryMFPenalty module PyBMF.models.BinaryMFThreshold module PyBMF.models.ContinuousModel module PyBMF.models.ELBMF module PyBMF.models.ELBMFNumPy module

PyBMF.models.FastStep module PyBMF.models.GreConD module PyBMF.models.GreConDPlus module PyBMF.models.Hyper module PyBMF.models.HyperPlus module PyBMF.models.IP module PyBMF.models.MaxSAT module PyBMF.models.MEBF module PyBMF.models.NMFSklearn module PyBMF.models.OrMachine module PyBMF.models.Panda module PyBMF.models.PNLPF module PyBMF.models.TransposedModel module PyBMF.models.WNMF module PyBMF.solvers module PyBMF.solvers.line_search module PyBMF.utils module PyBMF.utils.boolean_utils module PyBMF.utils.collective_display_utils module PyBMF.utils.collective_evaluate_utils module PyBMF.utils.collective_transform_utils module PyBMF.utils.collective_utils module PyBMF.utils.common module PyBMF.utils.data_utils module PyBMF.utils.dataframe_utils module PyBMF.utils.decorator_utils module PyBMF.utils.display module PyBMF.utils.evaluate_utils module PyBMF.utils.experiment_utils module PyBMF.utils.generator_utils module PyBMF.utils.metrics module PyBMF.utils.sparse_utils module

R

RatioSplit (class in PyBMF.datasets) (class in PyBMF.datasets.RatioSplit) read_data() (PyBMF.datasets.BaseData.BaseData method) (PyBMF.datasets.MovieLensData method) (PyBMF.datasets.MovieLensData.MovieLensData method) (PyBMF.datasets.MovieLensGenreCastData method) (PyBMF.datasets.MovieLensGenreCastData.MovieLensGenreCastData method) (PyBMF.datasets.MovieLensGenreCastUserData method) (PyBMF.datasets.MovieLensGenreCastUserData.MovieLensGenreCastUserData method) (PyBMF.datasets.MovieLensUserData method) (PyBMF.datasets.MovieLensUserData.MovieLensUserData method) (PyBMF.datasets.NetflixData method) (PyBMF.datasets.NetflixData.NetflixData method) (PyBMF.datasets.NetflixGenreCastData method) (PyBMF.datasets.NetflixGenreCastData.NetflixGenreCastData method)

read_pickle() (PyBMF.datasets.BaseData.BaseData method) rec_error() (in module PyBMF.models.BinaryMFPenalty) record() (in module PyBMF.utils.evaluate_utils) reg_error() (in module PyBMF.models.BinaryMFPenalty) remove_covered() (PyBMF.models.GreConDPlus.GreConDPlus method) remove_overlapped() (PyBMF.models.GreConDPlus.GreConDPlus method) reverse_index() (in module PyBMF.utils.generator_utils) RMSE() (in module PyBMF.utils.metrics)

S

safe_indexing() (in module PyBMF.utils.common) sample() (in module PyBMF.utils.data_utils) (PyBMF.datasets.BaseData.BaseData method) set_config() (PyBMF.generators.BaseGenerator.BaseGenerator method) (PyBMF.models.BaseModelTools.BaseModelTools method) set_extensions() (PyBMF.models.GreConDPlus.GreConDPlus method) set_factor_info() (PyBMF.generators.BaseGenerator.BaseGenerator method) set_factors() (PyBMF.models.BaseModelTools.BaseModelTools method) set_optimal_row() (PyBMF.models.AssoOpt.AssoOpt method) set_params() (PyBMF.generators.BaseGenerator.BaseGenerator method) (PyBMF.models.BaseModelTools.BaseModelTools method) show_factor_distribution() (in module PyBMF.utils.display) show_matrix() (in module PyBMF.utils.display) (PyBMF.datasets.BaseData.BaseData method) (PyBMF.generators.BaseGenerator.BaseGenerator method) (PyBMF.models.BaseModel.BaseModel method) (PyBMF.models.ContinuousModel.ContinuousModel method) shuffle() (PyBMF.generators.BaseGenerator.BaseGenerator method)

shuffle_by_dim() (in module PyBMF.utils.generator_utils) shuffle_factors() (PyBMF.generators.BaseGenerator.BaseGenerator method) shuffle_matrix() (in module PyBMF.utils.generator_utils) sort_by_cost() (PyBMF.models.Hyper.Hyper method) sort_factor() (PyBMF.datasets.MovieLensData method) (PyBMF.datasets.MovieLensData.MovieLensData method) sort_items() (PyBMF.models.Panda.Panda method) sort_matrices() (in module PyBMF.utils.collective_display_utils) sort_order() (in module PyBMF.utils.data_utils) sorted_index() (PyBMF.generators.BaseGenerator.BaseGenerator method) sortout() (PyBMF.generators.BaseGenerator.BaseGenerator method) sparse_indexing() (in module PyBMF.utils.sparse_utils) split_factor_list() (in module PyBMF.utils.collective_utils) split_U_into_Us() (in module PyBMF.utils.collective_transform_utils) split_X_into_Xs() (in module PyBMF.utils.collective_transform_utils) subtract() (in module PyBMF.utils.boolean_utils) sum() (in module PyBMF.utils.data_utils) summarize() (in module PyBMF.utils.data_utils) SyntheticMatrixGenerator (class in PyBMF.generators.SyntheticMatrixGenerator)

T

threshold_to_x() (PyBMF.models.BinaryMFThreshold.BinaryMFThreshold method) timeit() (in module PyBMF.utils.decorator_utils) TN() (in module PyBMF.utils.metrics) TNR() (in module PyBMF.utils.metrics) to_dense() (in module PyBMF.utils.sparse_utils) (PyBMF.generators.BaseGenerator.BaseGenerator method) to_interval() (in module PyBMF.utils.common)

to_single() (PyBMF.datasets.BaseData.BaseData method) to_sparse() (in module PyBMF.utils.sparse_utils) (PyBMF.generators.BaseGenerator.BaseGenerator method) to_triplet() (in module PyBMF.utils.sparse_utils) TP() (in module PyBMF.utils.metrics) TPR() (in module PyBMF.utils.metrics) TransposedModel (class in PyBMF.models.TransposedModel) truncate_factors() (PyBMF.models.BaseModelTools.BaseModelTools method)

U

unique_values_mapping() (in module PyBMF.models.ContinuousModel) update() (PyBMF.models.WNMF.WNMF method) update_U() (in module PyBMF.models.BinaryMFPenalty) (in module PyBMF.models.ELBMF) (in module PyBMF.models.PNLPF) (PyBMF.models.BinaryMFPenalty.BinaryMFPenalty method) (PyBMF.models.PNLPF.PNLPF method)

update_V() (in module PyBMF.models.BinaryMFPenalty) (in module PyBMF.models.PNLPF) (PyBMF.models.BinaryMFPenalty.BinaryMFPenalty method) (PyBMF.models.PNLPF.PNLPF method)

W

weak_signal_detection() (PyBMF.models.MEBF.MEBF method) weighted_error() (in module PyBMF.utils.metrics)

weighted_score() (in module PyBMF.utils.collective_evaluate_utils) WNMF (class in PyBMF.models.WNMF)

X

x_bounds() (PyBMF.models.BinaryMFThreshold.BinaryMFThreshold method)

x_to_threshold() (PyBMF.models.BinaryMFThreshold.BinaryMFThreshold method)