Index

A

all() (multimodal.datasets.data_sample.MultiModalArray method) any() (multimodal.datasets.data_sample.MultiModalArray method) arcsin() (multimodal.datasets.data_sample.MultiModalSparseArray method) arcsinh() (multimodal.datasets.data_sample.MultiModalSparseArray method) arctan() (multimodal.datasets.data_sample.MultiModalSparseArray method) arctanh() (multimodal.datasets.data_sample.MultiModalSparseArray method) argmax() (multimodal.datasets.data_sample.MultiModalArray method) (multimodal.datasets.data_sample.MultiModalSparseArray method)

argmin() (multimodal.datasets.data_sample.MultiModalArray method) (multimodal.datasets.data_sample.MultiModalSparseArray method) argpartition() (multimodal.datasets.data_sample.MultiModalArray method) argsort() (multimodal.datasets.data_sample.MultiModalArray method) asformat() (multimodal.datasets.data_sample.MultiModalSparseArray method) asfptype() (multimodal.datasets.data_sample.MultiModalSparseArray method) astype() (multimodal.datasets.data_sample.MultiModalArray method) (multimodal.datasets.data_sample.MultiModalSparseArray method)

B

base (multimodal.datasets.data_sample.MultiModalArray attribute)

byteswap() (multimodal.datasets.data_sample.MultiModalArray method)

C

ceil() (multimodal.datasets.data_sample.MultiModalSparseArray method) check_format() (multimodal.datasets.data_sample.MultiModalSparseArray method) choose() (multimodal.datasets.data_sample.MultiModalArray method) clear() (multimodal.datasets.data_sample.DataSample method) clip() (multimodal.datasets.data_sample.MultiModalArray method) compress() (multimodal.datasets.data_sample.MultiModalArray method) conj() (multimodal.datasets.data_sample.MultiModalArray method) (multimodal.datasets.data_sample.MultiModalSparseArray method)

conjugate() (multimodal.datasets.data_sample.MultiModalArray method) (multimodal.datasets.data_sample.MultiModalSparseArray method) copy() (multimodal.datasets.data_sample.DataSample method) (multimodal.datasets.data_sample.MultiModalArray method) (multimodal.datasets.data_sample.MultiModalSparseArray method) count_nonzero() (multimodal.datasets.data_sample.MultiModalSparseArray method) ctypes (multimodal.datasets.data_sample.MultiModalArray attribute) cumprod() (multimodal.datasets.data_sample.MultiModalArray method) cumsum() (multimodal.datasets.data_sample.MultiModalArray method)

D

data (multimodal.datasets.data_sample.DataSample property), [1] (multimodal.datasets.data_sample.MultiModalArray attribute) DataSample (class in multimodal.datasets.data_sample), [1] decision_function() (multimodal.boosting.combo.MuComboClassifier method), [1] (multimodal.boosting.MuComboClassifier method) (multimodal.boosting.mumbo.MumboClassifier method), [1] (multimodal.boosting.MumboClassifier method) (multimodal.kernels.lpMKL.MKL method), [1] (multimodal.kernels.MKL method) (multimodal.kernels.MVML method) (multimodal.kernels.mvml.MVML method), [1]

deg2rad() (multimodal.datasets.data_sample.MultiModalSparseArray method) diagonal() (multimodal.datasets.data_sample.MultiModalArray method) (multimodal.datasets.data_sample.MultiModalSparseArray method) dot() (multimodal.datasets.data_sample.MultiModalArray method) (multimodal.datasets.data_sample.MultiModalSparseArray method) dtype (multimodal.datasets.data_sample.MultiModalArray attribute) dump() (multimodal.datasets.data_sample.MultiModalArray method) dumps() (multimodal.datasets.data_sample.MultiModalArray method)

E

eliminate_zeros() (multimodal.datasets.data_sample.MultiModalSparseArray method)

expm1() (multimodal.datasets.data_sample.MultiModalSparseArray method)

F

fill() (multimodal.datasets.data_sample.MultiModalArray method) fit() (multimodal.boosting.combo.MuComboClassifier method), [1] (multimodal.boosting.MuComboClassifier method) (multimodal.boosting.mumbo.MumboClassifier method), [1] (multimodal.boosting.MumboClassifier method) (multimodal.kernels.lpMKL.MKL method), [1] (multimodal.kernels.MKL method) (multimodal.kernels.MVML method) (multimodal.kernels.mvml.MVML method), [1] (multimodal.tests.test_combo.NoSampleWeightLasso method)

flags (multimodal.datasets.data_sample.MultiModalArray attribute) flat (multimodal.datasets.data_sample.MultiModalArray attribute) flatten() (multimodal.datasets.data_sample.MultiModalArray method) floor() (multimodal.datasets.data_sample.MultiModalSparseArray method) format (multimodal.datasets.data_sample.MultiModalSparseArray property) fromkeys() (multimodal.datasets.data_sample.DataSample method)

G

get() (multimodal.datasets.data_sample.DataSample method) get_col() (multimodal.datasets.data_sample.MultiModalArray method) get_dataset_path() (in module multimodal.tests.data.get_dataset_path) (in module multimodal.tests.datasets.get_dataset_path) get_metadata_routing() (multimodal.boosting.boost.UBoosting method) (multimodal.boosting.combo.MuComboClassifier method) (multimodal.boosting.mumbo.MumboClassifier method) (multimodal.kernels.lpMKL.MKL method) (multimodal.kernels.mvml.MVML method) get_params() (multimodal.boosting.boost.UBoosting method) (multimodal.boosting.combo.MuComboClassifier method) (multimodal.boosting.mumbo.MumboClassifier method) (multimodal.kernels.lpMKL.MKL method) (multimodal.kernels.mvml.MVML method)

get_row() (multimodal.datasets.data_sample.MultiModalArray method) get_shape() (multimodal.datasets.data_sample.MultiModalSparseArray method) get_view() (multimodal.datasets.data_sample.MultiModalArray method) getcol() (multimodal.datasets.data_sample.MultiModalSparseArray method) getfield() (multimodal.datasets.data_sample.MultiModalArray method) getformat() (multimodal.datasets.data_sample.MultiModalSparseArray method) getH() (multimodal.datasets.data_sample.MultiModalSparseArray method) getmaxprint() (multimodal.datasets.data_sample.MultiModalSparseArray method) getnnz() (multimodal.datasets.data_sample.MultiModalSparseArray method) getrow() (multimodal.datasets.data_sample.MultiModalSparseArray method)

H

has_canonical_format (multimodal.datasets.data_sample.MultiModalSparseArray property)

has_sorted_indices (multimodal.datasets.data_sample.MultiModalSparseArray property)

I

imag (multimodal.datasets.data_sample.MultiModalArray attribute) item() (multimodal.datasets.data_sample.MultiModalArray method)

items() (multimodal.datasets.data_sample.DataSample method) itemsize (multimodal.datasets.data_sample.MultiModalArray attribute)

K

keys() (multimodal.datasets.data_sample.DataSample method)

L

learn_lpMKL() (multimodal.kernels.lpMKL.MKL method), [1] (multimodal.kernels.MKL method) load_dict() (in module multimodal.datasets.base)

load_npz_X_y() (in module multimodal.datasets.base) log1p() (multimodal.datasets.data_sample.MultiModalSparseArray method) lpMKL_predict() (multimodal.kernels.lpMKL.MKL method), [1] (multimodal.kernels.MKL method)

M

max() (multimodal.datasets.data_sample.MultiModalArray method) (multimodal.datasets.data_sample.MultiModalSparseArray method) maximum() (multimodal.datasets.data_sample.MultiModalSparseArray method) mean() (multimodal.datasets.data_sample.MultiModalArray method) (multimodal.datasets.data_sample.MultiModalSparseArray method) min() (multimodal.datasets.data_sample.MultiModalArray method) (multimodal.datasets.data_sample.MultiModalSparseArray method) minimum() (multimodal.datasets.data_sample.MultiModalSparseArray method) MKernel (class in multimodal.kernels.mkernel), [1] MKL (class in multimodal.kernels) (class in multimodal.kernels.lpMKL), [1] MKLTest (class in multimodal.tests.test_mkl) module multimodal multimodal.boosting multimodal.boosting.boost, [1] multimodal.boosting.combo, [1] multimodal.boosting.mumbo, [1] multimodal.datasets multimodal.datasets.base multimodal.datasets.data_sample, [1] multimodal.kernels multimodal.kernels.lpMKL, [1] multimodal.kernels.mkernel, [1] multimodal.kernels.mvml, [1] multimodal.tests multimodal.tests.data multimodal.tests.data.get_dataset_path multimodal.tests.datasets multimodal.tests.datasets.get_dataset_path multimodal.tests.test_combo multimodal.tests.test_data_sample multimodal.tests.test_mkl multimodal.tests.test_mumbo multimodal.tests.test_mvml mT (multimodal.datasets.data_sample.MultiModalArray attribute) MuComboClassifier (class in multimodal.boosting) (class in multimodal.boosting.combo), [1] multimodal module multimodal.boosting module multimodal.boosting.boost module, [1] multimodal.boosting.combo module, [1]

multimodal.boosting.mumbo module, [1] multimodal.datasets module multimodal.datasets.base module multimodal.datasets.data_sample module, [1] multimodal.kernels module multimodal.kernels.lpMKL module, [1] multimodal.kernels.mkernel module, [1] multimodal.kernels.mvml module, [1] multimodal.tests module multimodal.tests.data module multimodal.tests.data.get_dataset_path module multimodal.tests.datasets module multimodal.tests.datasets.get_dataset_path module multimodal.tests.test_combo module multimodal.tests.test_data_sample module multimodal.tests.test_mkl module multimodal.tests.test_mumbo module multimodal.tests.test_mvml module MultiModalArray (class in multimodal.datasets.data_sample), [1] MultiModalData (class in multimodal.datasets.data_sample) MultiModalSparseArray (class in multimodal.datasets.data_sample), [1] MultiModalSparseInfo (class in multimodal.datasets.data_sample) multiply() (multimodal.datasets.data_sample.MultiModalSparseArray method) MumboClassifier (class in multimodal.boosting) (class in multimodal.boosting.mumbo), [1] MVML (class in multimodal.kernels) (class in multimodal.kernels.mvml), [1] MVMLTest (class in multimodal.tests.test_mvml)

N

nanmax() (multimodal.datasets.data_sample.MultiModalSparseArray method) nanmin() (multimodal.datasets.data_sample.MultiModalSparseArray method) nbytes (multimodal.datasets.data_sample.MultiModalArray attribute) ndim (multimodal.datasets.data_sample.MultiModalArray attribute)

nnz (multimodal.datasets.data_sample.MultiModalSparseArray property) nonzero() (multimodal.datasets.data_sample.MultiModalArray method) (multimodal.datasets.data_sample.MultiModalSparseArray method) NoSampleWeightLasso (class in multimodal.tests.test_combo)

P

partition() (multimodal.datasets.data_sample.MultiModalArray method) pop() (multimodal.datasets.data_sample.DataSample method) popitem() (multimodal.datasets.data_sample.DataSample method) power() (multimodal.datasets.data_sample.MultiModalSparseArray method) predict() (multimodal.boosting.combo.MuComboClassifier method), [1] (multimodal.boosting.MuComboClassifier method) (multimodal.boosting.mumbo.MumboClassifier method), [1] (multimodal.boosting.MumboClassifier method) (multimodal.kernels.lpMKL.MKL method), [1] (multimodal.kernels.MKL method) (multimodal.kernels.MVML method) (multimodal.kernels.mvml.MVML method), [1]

prod() (multimodal.datasets.data_sample.MultiModalArray method) prune() (multimodal.datasets.data_sample.MultiModalSparseArray method) put() (multimodal.datasets.data_sample.MultiModalArray method)

R

rad2deg() (multimodal.datasets.data_sample.MultiModalSparseArray method) ravel() (multimodal.datasets.data_sample.MultiModalArray method) real (multimodal.datasets.data_sample.MultiModalArray attribute) repeat() (multimodal.datasets.data_sample.MultiModalArray method) reshape() (multimodal.datasets.data_sample.MultiModalArray method) (multimodal.datasets.data_sample.MultiModalSparseArray method)

resize() (multimodal.datasets.data_sample.MultiModalArray method) (multimodal.datasets.data_sample.MultiModalSparseArray method) rint() (multimodal.datasets.data_sample.MultiModalSparseArray method) round() (multimodal.datasets.data_sample.MultiModalArray method)

S

save_dict() (in module multimodal.datasets.base) save_npz_X_y() (in module multimodal.datasets.base) score() (multimodal.boosting.combo.MuComboClassifier method), [1] (multimodal.boosting.MuComboClassifier method) (multimodal.boosting.mumbo.MumboClassifier method), [1] (multimodal.boosting.MumboClassifier method) (multimodal.kernels.lpMKL.MKL method), [1] (multimodal.kernels.MKL method) (multimodal.kernels.MVML method) (multimodal.kernels.mvml.MVML method), [1] searchsorted() (multimodal.datasets.data_sample.MultiModalArray method) set_fit_request() (multimodal.boosting.combo.MuComboClassifier method), [1] (multimodal.boosting.MuComboClassifier method) (multimodal.boosting.mumbo.MumboClassifier method), [1] (multimodal.boosting.MumboClassifier method) (multimodal.kernels.lpMKL.MKL method), [1] (multimodal.kernels.MKL method) (multimodal.kernels.MVML method) (multimodal.kernels.mvml.MVML method), [1] set_params() (multimodal.boosting.boost.UBoosting method) (multimodal.boosting.combo.MuComboClassifier method) (multimodal.boosting.mumbo.MumboClassifier method) (multimodal.kernels.lpMKL.MKL method) (multimodal.kernels.mvml.MVML method) set_score_request() (multimodal.tests.test_combo.NoSampleWeightLasso method) set_shape() (multimodal.datasets.data_sample.MultiModalSparseArray method) set_view() (multimodal.datasets.data_sample.MultiModalArray method) setdefault() (multimodal.datasets.data_sample.DataSample method) setdiag() (multimodal.datasets.data_sample.MultiModalSparseArray method) setfield() (multimodal.datasets.data_sample.MultiModalArray method) setflags() (multimodal.datasets.data_sample.MultiModalArray method) setUpClass() (multimodal.tests.test_combo.TestMuComboClassifier class method) (multimodal.tests.test_data_sample.UnitaryTest class method) (multimodal.tests.test_mkl.MKLTest class method) (multimodal.tests.test_mumbo.TestMumboClassifier class method) (multimodal.tests.test_mvml.MVMLTest class method)

shape (multimodal.datasets.data_sample.MultiModalArray attribute) (multimodal.datasets.data_sample.MultiModalSparseArray property) sign() (multimodal.datasets.data_sample.MultiModalSparseArray method) sin() (multimodal.datasets.data_sample.MultiModalSparseArray method) sinh() (multimodal.datasets.data_sample.MultiModalSparseArray method) size (multimodal.datasets.data_sample.MultiModalArray attribute) (multimodal.datasets.data_sample.MultiModalSparseArray property) sort() (multimodal.datasets.data_sample.MultiModalArray method) sort_indices() (multimodal.datasets.data_sample.MultiModalSparseArray method) sorted_indices() (multimodal.datasets.data_sample.MultiModalSparseArray method) sqrt() (multimodal.datasets.data_sample.MultiModalSparseArray method) squeeze() (multimodal.datasets.data_sample.MultiModalArray method) staged_decision_function() (multimodal.boosting.combo.MuComboClassifier method), [1] (multimodal.boosting.MuComboClassifier method) (multimodal.boosting.mumbo.MumboClassifier method), [1] (multimodal.boosting.MumboClassifier method) staged_predict() (multimodal.boosting.combo.MuComboClassifier method), [1] (multimodal.boosting.MuComboClassifier method) (multimodal.boosting.mumbo.MumboClassifier method), [1] (multimodal.boosting.MumboClassifier method) staged_score() (multimodal.boosting.combo.MuComboClassifier method), [1] (multimodal.boosting.MuComboClassifier method) (multimodal.boosting.mumbo.MumboClassifier method), [1] (multimodal.boosting.MumboClassifier method) std() (multimodal.datasets.data_sample.MultiModalArray method) strides (multimodal.datasets.data_sample.MultiModalArray attribute) sum() (multimodal.datasets.data_sample.MultiModalArray method) (multimodal.datasets.data_sample.MultiModalSparseArray method) sum_duplicates() (multimodal.datasets.data_sample.MultiModalSparseArray method) swapaxes() (multimodal.datasets.data_sample.MultiModalArray method)

T

T (multimodal.datasets.data_sample.MultiModalArray attribute) (multimodal.datasets.data_sample.MultiModalSparseArray property) take() (multimodal.datasets.data_sample.MultiModalArray method) tan() (multimodal.datasets.data_sample.MultiModalSparseArray method) tanh() (multimodal.datasets.data_sample.MultiModalSparseArray method) test_algo_options() (multimodal.tests.test_mumbo.TestMumboClassifier method) test_check_kernel() (multimodal.tests.test_mvml.MVMLTest method) test_class_variation() (multimodal.tests.test_combo.TestMuComboClassifier method) test_classifier() (multimodal.tests.test_combo.TestMuComboClassifier method) (multimodal.tests.test_mumbo.TestMumboClassifier method) (multimodal.tests.test_mvml.MVMLTest method) test_compute_alphas() (multimodal.tests.test_combo.TestMuComboClassifier method) (multimodal.tests.test_mumbo.TestMumboClassifier method) test_compute_coop_coef() (multimodal.tests.test_mumbo.TestMumboClassifier method) test_compute_cost() (multimodal.tests.test_combo.TestMuComboClassifier method) (multimodal.tests.test_mumbo.TestMumboClassifier method) test_compute_cost_global() (multimodal.tests.test_mumbo.TestMumboClassifier method) test_compute_dist() (multimodal.tests.test_combo.TestMuComboClassifier method) (multimodal.tests.test_mumbo.TestMumboClassifier method) test_compute_edge_global() (multimodal.tests.test_mumbo.TestMumboClassifier method) test_compute_edges() (multimodal.tests.test_combo.TestMuComboClassifier method) (multimodal.tests.test_mumbo.TestMumboClassifier method) test_decision_function() (multimodal.tests.test_combo.TestMuComboClassifier method) test_decision_function_arg() (multimodal.tests.test_mumbo.TestMumboClassifier method) test_estimator() (multimodal.tests.test_mumbo.TestMumboClassifier method) test_estimator_score() (multimodal.tests.test_combo.TestMuComboClassifier method) test_fit_arg() (multimodal.tests.test_mumbo.TestMumboClassifier method) test_fit_views_ind() (multimodal.tests.test_combo.TestMuComboClassifier method) test_generated_examples() (multimodal.tests.test_mumbo.TestMumboClassifier method) test_gridsearch() (multimodal.tests.test_combo.TestMuComboClassifier method) (multimodal.tests.test_mumbo.TestMumboClassifier method) test_indicatrice() (multimodal.tests.test_combo.TestMuComboClassifier method) test_init() (multimodal.tests.test_combo.TestMuComboClassifier method) test_init_Array() (multimodal.tests.test_data_sample.UnitaryTest method) test_init_Multimodal_array() (multimodal.tests.test_data_sample.UnitaryTest method) test_init_var() (multimodal.tests.test_combo.TestMuComboClassifier method) (multimodal.tests.test_mumbo.TestMumboClassifier method) test_iris() (multimodal.tests.test_mumbo.TestMumboClassifier method) test_limit_cases() (multimodal.tests.test_mumbo.TestMumboClassifier method) test_pickle() (multimodal.tests.test_mumbo.TestMumboClassifier method) test_predict() (multimodal.tests.test_combo.TestMuComboClassifier method) test_prepare_beta_solver() (multimodal.tests.test_combo.TestMuComboClassifier method) test_simple_examples() (multimodal.tests.test_mumbo.TestMumboClassifier method) test_simple_predict() (multimodal.tests.test_combo.TestMuComboClassifier method) test_solver_compute_betas() (multimodal.tests.test_combo.TestMuComboClassifier method) test_solver_cp_forbeta() (multimodal.tests.test_combo.TestMuComboClassifier method) test_sparse() (multimodal.tests.test_mumbo.TestMumboClassifier method)

test_sparse_classification() (multimodal.tests.test_mumbo.TestMumboClassifier method) test_staged_methods() (multimodal.tests.test_combo.TestMuComboClassifier method) (multimodal.tests.test_mumbo.TestMumboClassifier method) test_validate_X_predict() (multimodal.tests.test_mumbo.TestMumboClassifier method) test_view_functions() (multimodal.tests.test_data_sample.UnitaryTest method) testFitMKLDict() (multimodal.tests.test_mkl.MKLTest method) testFitMKLDictNLoop() (multimodal.tests.test_mkl.MKLTest method) testFitMKLMetricPrecision() (multimodal.tests.test_mkl.MKLTest method) testFitMKLMetricPrecision2() (multimodal.tests.test_mkl.MKLTest method) testFitMVMLArray_1d() (multimodal.tests.test_mvml.MVMLTest method) testFitMVMLArray_2d() (multimodal.tests.test_mvml.MVMLTest method) testFitMVMLDict() (multimodal.tests.test_mvml.MVMLTest method) testFitMVMLDictNLoop() (multimodal.tests.test_mvml.MVMLTest method) testFitMVMLMetric() (multimodal.tests.test_mvml.MVMLTest method) testFitMVMLMetric_learA3() (multimodal.tests.test_mvml.MVMLTest method) testFitMVMLMetric_learA4() (multimodal.tests.test_mvml.MVMLTest method) testFitMVMLMetric_PredictA1() (multimodal.tests.test_mvml.MVMLTest method) testFitMVMLMetric_PredictA2() (multimodal.tests.test_mvml.MVMLTest method) testFitMVMLPrecision() (multimodal.tests.test_mvml.MVMLTest method) testFitMVMLRegression() (multimodal.tests.test_mvml.MVMLTest method) testFitMVMLSparesArray() (multimodal.tests.test_mvml.MVMLTest method) testGet_view() (multimodal.tests.test_data_sample.UnitaryTest method) testInitMKL() (multimodal.tests.test_mkl.MKLTest method) testInitMVML() (multimodal.tests.test_mvml.MVMLTest method) TestMuComboClassifier (class in multimodal.tests.test_combo) TestMumboClassifier (class in multimodal.tests.test_mumbo) testPredictMVML() (multimodal.tests.test_mvml.MVMLTest method) testPredictMVML_witoutFit() (multimodal.tests.test_mkl.MKLTest method) (multimodal.tests.test_mvml.MVMLTest method) testPredictMVMLKernel() (multimodal.tests.test_mvml.MVMLTest method) to_device() (multimodal.datasets.data_sample.MultiModalArray method) toarray() (multimodal.datasets.data_sample.MultiModalSparseArray method) tobsr() (multimodal.datasets.data_sample.MultiModalSparseArray method) tobytes() (multimodal.datasets.data_sample.MultiModalArray method) tocoo() (multimodal.datasets.data_sample.MultiModalSparseArray method) tocsc() (multimodal.datasets.data_sample.MultiModalSparseArray method) tocsr() (multimodal.datasets.data_sample.MultiModalSparseArray method) todense() (multimodal.datasets.data_sample.MultiModalSparseArray method) todia() (multimodal.datasets.data_sample.MultiModalSparseArray method) todok() (multimodal.datasets.data_sample.MultiModalSparseArray method) tofile() (multimodal.datasets.data_sample.MultiModalArray method) tolil() (multimodal.datasets.data_sample.MultiModalSparseArray method) tolist() (multimodal.datasets.data_sample.MultiModalArray method) trace() (multimodal.datasets.data_sample.MultiModalArray method) (multimodal.datasets.data_sample.MultiModalSparseArray method) transpose() (multimodal.datasets.data_sample.MultiModalArray method) (multimodal.datasets.data_sample.MultiModalSparseArray method) trunc() (multimodal.datasets.data_sample.MultiModalSparseArray method)

U

UBoosting (class in multimodal.boosting.boost), [1]

UnitaryTest (class in multimodal.tests.test_data_sample) update() (multimodal.datasets.data_sample.DataSample method)

V

values() (multimodal.datasets.data_sample.DataSample method)

var() (multimodal.datasets.data_sample.MultiModalArray method) view() (multimodal.datasets.data_sample.MultiModalArray method)