Index

_

_bc_to_full() (multipers.mma_structures.PyModule_f32 static method) (multipers.mma_structures.PyModule_f64 static method) (multipers.slicer._KSlicer_GudhiCohomology0_f64 static method) (multipers.slicer._KSlicer_GudhiCohomology0_i32 static method) (multipers.slicer._KSlicer_Matrix0_f64 static method) (multipers.slicer._KSlicer_Matrix0_i32 static method) (multipers.slicer._KSlicer_Matrix0_vine_f64 static method) (multipers.slicer._KSlicer_Matrix0_vine_i32 static method) (multipers.slicer._Slicer_GudhiCohomology0_f64 static method) (multipers.slicer._Slicer_GudhiCohomology0_i32 static method) (multipers.slicer._Slicer_Matrix0_f64 static method) (multipers.slicer._Slicer_Matrix0_i32 static method) (multipers.slicer._Slicer_Matrix0_vine_f64 static method) (multipers.slicer._Slicer_Matrix0_vine_i32 static method) _blocks2boundary_dimension_grades() (in module multipers._slicer_meta) _build_from_scc_file() (multipers.slicer._Slicer_GudhiCohomology0_f64 method) (multipers.slicer._Slicer_GudhiCohomology0_i32 method) (multipers.slicer._Slicer_Matrix0_f64 method) (multipers.slicer._Slicer_Matrix0_i32 method) (multipers.slicer._Slicer_Matrix0_vine_f64 method) (multipers.slicer._Slicer_Matrix0_vine_i32 method) _check_available() (in module multipers.io) _check_axis() (multipers.ml.signed_measures.SignedMeasureFormatter method) _check_backend() (multipers.ml.signed_measures.SignedMeasureFormatter method) _check_installed() (in module multipers.data.graphs) _check_measures() (multipers.ml.signed_measures.SignedMeasureFormatter method) _check_resolution() (multipers.ml.signed_measures.SignedMeasureFormatter method) _check_sm() (multipers.ml.signed_measures.SignedMeasureFormatter static method) _check_weights() (multipers.ml.signed_measures.SignedMeasureFormatter method) _collapse_edge_list() (in module multipers.multiparameter_edge_collapse) _compute_grid_numpy() (in module multipers.grids) _compute_pixels() (multipers.mma_structures.PyModule_f32 method) (multipers.mma_structures.PyModule_f64 method) _compute_signed_measure_parts() (in module multipers.ml.sliced_wasserstein) _compute_signed_measure_projections() (in module multipers.ml.sliced_wasserstein) _d_inf() (in module multipers.plots) _define_bandwidths() (multipers.ml.point_clouds.PointCloud2FilteredComplex method) _define_sts() (multipers.ml.point_clouds.PointCloud2FilteredComplex method) _dgm2smi() (multipers.ml.one.Dgms2SignedMeasureImage method) _ds() (multipers.ml.one.Dgms2SignedMeasureDistance static method) _euler_signed_measure() (in module multipers.simplex_tree_multi) _exact_grid() (in module multipers.torch.diff_grids) _from_ptr() (multipers.slicer._KSlicer_GudhiCohomology0_f64 method) (multipers.slicer._KSlicer_GudhiCohomology0_i32 method) (multipers.slicer._KSlicer_Matrix0_f64 method) (multipers.slicer._KSlicer_Matrix0_i32 method) (multipers.slicer._KSlicer_Matrix0_vine_f64 method) (multipers.slicer._KSlicer_Matrix0_vine_i32 method) (multipers.slicer._Slicer_GudhiCohomology0_f64 method) (multipers.slicer._Slicer_GudhiCohomology0_i32 method) (multipers.slicer._Slicer_Matrix0_f64 method) (multipers.slicer._Slicer_Matrix0_i32 method) (multipers.slicer._Slicer_Matrix0_vine_f64 method) (multipers.slicer._Slicer_Matrix0_vine_i32 method) _get_codensities() (multipers.ml.point_clouds.PointCloud2FilteredComplex method) _get_distance() (multipers.ml.one.Dgms2SlicedWassersteinDistanceMatrices static method) _get_distance_quantiles_and_threshold() (multipers.ml.point_clouds.PointCloud2FilteredComplex method) _get_filtration_bounds() (multipers.ml.signed_measures.SignedMeasureFormatter method) _get_filtration_values() (multipers.simplex_tree_multi.SimplexTreeMulti_Ff64 method) (multipers.simplex_tree_multi.SimplexTreeMulti_Fi32 method) (multipers.simplex_tree_multi.SimplexTreeMulti_KFf64 method) (multipers.simplex_tree_multi.SimplexTreeMulti_KFi32 method) _get_module_bound() (multipers.ml.mma.MMAFormatter static method) _get_point_cloud_diameter() (multipers.ml.one.PointCloud2SimplexTree static method) _get_sts_alpha() (multipers.ml.point_clouds.PointCloud2FilteredComplex method) _get_sts_delaunay() (multipers.ml.point_clouds.PointCloud2FilteredComplex method) _get_sts_rips() (multipers.ml.point_clouds.PointCloud2FilteredComplex method) _hilbert_signed_measure() (in module multipers.simplex_tree_multi) (in module multipers.slicer) _inf_value() (multipers.slicer._KSlicer_GudhiCohomology0_f64 static method) (multipers.slicer._KSlicer_GudhiCohomology0_i32 static method) (multipers.slicer._KSlicer_Matrix0_f64 static method) (multipers.slicer._KSlicer_Matrix0_i32 static method) (multipers.slicer._KSlicer_Matrix0_vine_f64 static method) (multipers.slicer._KSlicer_Matrix0_vine_i32 static method) (multipers.slicer._Slicer_GudhiCohomology0_f64 static method) (multipers.slicer._Slicer_GudhiCohomology0_i32 static method) (multipers.slicer._Slicer_Matrix0_f64 static method) (multipers.slicer._Slicer_Matrix0_i32 static method) (multipers.slicer._Slicer_Matrix0_vine_f64 static method) (multipers.slicer._Slicer_Matrix0_vine_i32 static method) _infer_axis() (multipers.ml.mma.MMAFormatter static method) _infer_bounding_box() (multipers.ml.mma.FilteredComplex2MMA method) _infer_bounds() (multipers.ml.mma.MMAFormatter static method) _infer_degrees() (multipers.ml.mma.MMAFormatter method) _infer_filtration() (multipers.ml.signed_measures.FilteredComplex2SignedMeasure method) _infer_grid() (multipers.ml.mma.MMAFormatter static method) _infer_grids() (multipers.ml.signed_measures.SignedMeasureFormatter method) _infer_num_parameters() (multipers.ml.mma.MMAFormatter static method) _init_external_softwares() (in module multipers.io) _input_checks() (multipers.ml.mma.FilteredComplex2MMA method) (multipers.ml.signed_measures.FilteredComplex2SignedMeasure method) _integrate_measure() (multipers.ml.signed_measures.SignedMeasureFormatter static method) _is_filtered_complex() (multipers.ml.mma.FilteredComplex2MMA static method) (multipers.ml.signed_measures.FilteredComplex2SignedMeasure static method) _is_function_simplextree (multipers.simplex_tree_multi.SimplexTreeMulti_Ff64 attribute) (multipers.simplex_tree_multi.SimplexTreeMulti_Fi32 attribute) (multipers.simplex_tree_multi.SimplexTreeMulti_KFf64 attribute) (multipers.simplex_tree_multi.SimplexTreeMulti_KFi32 attribute) _is_slicer() (in module multipers.slicer) _kernel() (in module multipers.ml.convolutions) _KSlicer_GudhiCohomology0_f64 (class in multipers.slicer) _KSlicer_GudhiCohomology0_i32 (class in multipers.slicer) _KSlicer_Matrix0_f64 (class in multipers.slicer) _KSlicer_Matrix0_i32 (class in multipers.slicer) _KSlicer_Matrix0_vine_f64 (class in multipers.slicer)

_KSlicer_Matrix0_vine_i32 (class in multipers.slicer) _maybe_from_dump() (multipers.ml.mma.MMAFormatter static method) _pairwise() (in module multipers.ml.sliced_wasserstein) _params_check() (multipers.ml.signed_measures.FilteredComplex2SignedMeasure method) _path_init() (in module multipers.io) _plot_imgs() (multipers.ml.signed_measures.SignedMeasure2Convolution method) _plot_rectangle() (in module multipers.plots) _plot_signed_measure_2() (in module multipers.plots) _plot_signed_measure_4() (in module multipers.plots) _plot_signed_measures() (multipers.ml.signed_measures.SignedMeasureFormatter method) _print_stats() (multipers.ml.signed_measures.SignedMeasureFormatter method) _pts_convolution_pykeops() (in module multipers.ml.convolutions) _pts_convolution_sparse_old() (in module multipers.ml.convolutions) _put_temp_files_to_ram() (in module multipers.io) _quantile_grid() (in module multipers.torch.diff_grids) _rank_from_slicer() (in module multipers.slicer) _rank_signed_measure() (in module multipers.simplex_tree_multi) _rectangle() (in module multipers.plots) _regular_closest() (in module multipers.torch.diff_grids) _regular_closest_grid() (in module multipers.torch.diff_grids) _regular_left() (in module multipers.torch.diff_grids) _regular_left_grid() (in module multipers.torch.diff_grids) _rescale_measures() (multipers.ml.signed_measures.SignedMeasureFormatter method) _safe_simplextree_multify_Ff64() (in module multipers.simplex_tree_multi) _safe_simplextree_multify_Ff642() (in module multipers.simplex_tree_multi) _safe_simplextree_multify_Fi32() (in module multipers.simplex_tree_multi) _safe_simplextree_multify_Fi322() (in module multipers.simplex_tree_multi) _safe_simplextree_multify_KFf64() (in module multipers.simplex_tree_multi) _safe_simplextree_multify_KFf642() (in module multipers.simplex_tree_multi) _safe_simplextree_multify_KFi32() (in module multipers.simplex_tree_multi) _safe_simplextree_multify_KFi322() (in module multipers.simplex_tree_multi) _set_from_ptr() (multipers.mma_structures.PyModule_f32 method) (multipers.mma_structures.PyModule_f64 method) (multipers.mma_structures.PyModule_i32 method) (multipers.mma_structures.PyModule_i64 method) _signed_measure_from_scc() (in module multipers._signed_measure_meta) _signed_measure_from_slicer() (in module multipers._signed_measure_meta) _simplextree_multify_Ff64() (in module multipers.simplex_tree_multi) _simplextree_multify_Fi32() (in module multipers.simplex_tree_multi) _simplextree_multify_KFf64() (in module multipers.simplex_tree_multi) _simplextree_multify_KFi32() (in module multipers.simplex_tree_multi) _sklearn_auto_wrap_output_keys (multipers.data.graphs.Graph2SimplexTrees attribute) (multipers.data.pytorch2simplextree.Torch2SimplexTree attribute) (multipers.ml.kernels.DistanceList2DistanceMatrix attribute) (multipers.ml.kernels.DistanceMatrices2DistancesList attribute) (multipers.ml.kernels.DistanceMatrix2DistanceList attribute) (multipers.ml.kernels.DistanceMatrix2Kernel attribute) (multipers.ml.kernels.DistancesLists2DistanceMatrices attribute) (multipers.ml.mma.FilteredComplex2MMA attribute) (multipers.ml.mma.MMA2IMG attribute) (multipers.ml.mma.MMA2Landscape attribute) (multipers.ml.mma.MMAFormatter attribute) (multipers.ml.mma.SimplexTree2MMA attribute) (multipers.ml.one.Dgm2Histogram attribute) (multipers.ml.one.Dgms2Image attribute) (multipers.ml.one.Dgms2Landscapes attribute) (multipers.ml.one.Dgms2SignedMeasureDistance attribute) (multipers.ml.one.Dgms2SignedMeasureHistogram attribute) (multipers.ml.one.Dgms2SignedMeasureImage attribute) (multipers.ml.one.Dgms2SlicedWassersteinDistanceMatrices attribute) (multipers.ml.one.Dgms2SWK attribute) (multipers.ml.one.DiagramShuffle attribute) (multipers.ml.one.FilvecGetter attribute) (multipers.ml.one.Graph2SimplexTree attribute) (multipers.ml.one.PointCloud2SimplexTree attribute) (multipers.ml.one.SimplexTree2Dgm attribute) (multipers.ml.one.SimplexTree2Histogram attribute) (multipers.ml.point_clouds.PointCloud2FilteredComplex attribute) (multipers.ml.point_clouds.PointCloud2SimplexTree attribute) (multipers.ml.signed_measures.DegreeRips2SignedMeasure attribute) (multipers.ml.signed_measures.FilteredComplex2SignedMeasure attribute) (multipers.ml.signed_measures.SignedMeasure2Convolution attribute) (multipers.ml.signed_measures.SignedMeasure2SlicedWassersteinDistance attribute) (multipers.ml.signed_measures.SignedMeasureFormatter attribute) (multipers.ml.signed_measures.SignedMeasures2SlicedWassersteinDistances attribute) (multipers.ml.signed_measures.SimplexTree2RectangleDecomposition attribute) (multipers.ml.signed_measures.SimplexTree2SignedMeasure attribute) (multipers.ml.sliced_wasserstein.SlicedWassersteinDistance attribute) (multipers.ml.sliced_wasserstein.WassersteinDistance attribute) (multipers.ml.tools.SimplexTreeEdgeCollapser attribute) _sklearn_wrapper() (in module multipers.ml.sliced_wasserstein) _sliced_wasserstein_distance() (in module multipers.ml.sliced_wasserstein) _sliced_wasserstein_distance_on_projections() (in module multipers.ml.sliced_wasserstein) _slicer_from_blocks() (in module multipers._slicer_meta) _slicer_from_simplextree() (in module multipers._slicer_meta) _Slicer_GudhiCohomology0_f64 (class in multipers.slicer) _Slicer_GudhiCohomology0_i32 (class in multipers.slicer) _Slicer_Matrix0_f64 (class in multipers.slicer) _Slicer_Matrix0_i32 (class in multipers.slicer) _Slicer_Matrix0_vine_f64 (class in multipers.slicer) _Slicer_Matrix0_vine_i32 (class in multipers.slicer) _sm2smi() (multipers.ml.signed_measures.SignedMeasure2Convolution method) _st2ranktensor() (in module multipers.ml.signed_measures) _test_signed_betti() (in module multipers.tests.test_signed_betti) _to_scc() (multipers.simplex_tree_multi.SimplexTreeMulti_Ff64 method) (multipers.simplex_tree_multi.SimplexTreeMulti_Fi32 method) (multipers.simplex_tree_multi.SimplexTreeMulti_KFf64 method) (multipers.simplex_tree_multi.SimplexTreeMulti_KFi32 method) _todo_partition() (in module multipers.grids) _todo_regular_closest() (in module multipers.grids) _todo_regular_left() (in module multipers.grids) _torch_regular_closest() (in module multipers.grids) _transform1() (multipers.ml.signed_measures.DegreeRips2SignedMeasure method) _transform_from_sparse() (multipers.ml.signed_measures.SignedMeasure2Convolution method) _unique_any() (in module multipers.torch.diff_grids) _wasserstein_distance() (in module multipers.ml.sliced_wasserstein) _wasserstein_distance_on_parts() (in module multipers.ml.sliced_wasserstein)

A

accuracy_to_csv() (in module multipers.ml.accuracies) assert_sm() (in module multipers.tests) assert_sm_pair() (in module multipers.tests) assert_st_simplices() (in module multipers.tests) assign_all() (multipers.simplex_tree_multi.SimplexTreeMulti_Ff64 method) (multipers.simplex_tree_multi.SimplexTreeMulti_Fi32 method)

assign_batch_filtration (multipers.simplex_tree_multi.SimplexTreeMulti_Ff64 attribute) (multipers.simplex_tree_multi.SimplexTreeMulti_Fi32 attribute) assign_filtration() (multipers.simplex_tree_multi.SimplexTreeMulti_Ff64 method) (multipers.simplex_tree_multi.SimplexTreeMulti_Fi32 method) (multipers.simplex_tree_multi.SimplexTreeMulti_KFf64 method) (multipers.simplex_tree_multi.SimplexTreeMulti_KFi32 method)

B

barcode() (multipers.mma_structures.PyModule_f32 method) (multipers.mma_structures.PyModule_f64 method) barcode2() (multipers.mma_structures.PyModule_f32 method) (multipers.mma_structures.PyModule_f64 method) barcode_from_rank_sm() (in module multipers.point_measure)

barcodes() (multipers.mma_structures.PyModule_f32 method) (multipers.mma_structures.PyModule_f64 method) barcodes2() (multipers.mma_structures.PyModule_f32 method) (multipers.mma_structures.PyModule_f64 method) batch_signed_measure_convolutions() (in module multipers.ml.convolutions)

C

clean_signed_measure() (in module multipers.point_measure) clean_sms() (in module multipers.point_measure) clear_io() (in module multipers.io) coarsen_points() (in module multipers.grids) col_type (multipers.slicer._KSlicer_GudhiCohomology0_f64 attribute) (multipers.slicer._KSlicer_GudhiCohomology0_i32 attribute) (multipers.slicer._KSlicer_Matrix0_f64 attribute) (multipers.slicer._KSlicer_Matrix0_i32 attribute) (multipers.slicer._KSlicer_Matrix0_vine_f64 attribute) (multipers.slicer._KSlicer_Matrix0_vine_i32 attribute) (multipers.slicer._Slicer_GudhiCohomology0_f64 attribute) (multipers.slicer._Slicer_GudhiCohomology0_i32 attribute) (multipers.slicer._Slicer_Matrix0_f64 attribute) (multipers.slicer._Slicer_Matrix0_i32 attribute) (multipers.slicer._Slicer_Matrix0_vine_f64 attribute) (multipers.slicer._Slicer_Matrix0_vine_i32 attribute) collapse_edges() (multipers.simplex_tree_multi.SimplexTreeMulti_Ff64 method) (multipers.simplex_tree_multi.SimplexTreeMulti_Fi32 method) compute_bounding_box() (in module multipers.grids) compute_cc() (in module multipers.data.graphs) compute_degree() (in module multipers.data.graphs) compute_fiedler() (in module multipers.data.graphs) compute_filtration() (in module multipers.data.graphs) compute_geodesic() (in module multipers.data.graphs) compute_grid() (in module multipers.grids) compute_hks() (in module multipers.data.graphs) compute_intrinsic() (in module multipers.data.graphs) compute_persistence() (multipers.slicer._KSlicer_GudhiCohomology0_f64 method) (multipers.slicer._KSlicer_GudhiCohomology0_i32 method) (multipers.slicer._KSlicer_Matrix0_f64 method) (multipers.slicer._KSlicer_Matrix0_i32 method) (multipers.slicer._KSlicer_Matrix0_vine_f64 method) (multipers.slicer._KSlicer_Matrix0_vine_i32 method) (multipers.slicer._Slicer_GudhiCohomology0_f64 method) (multipers.slicer._Slicer_GudhiCohomology0_i32 method) (multipers.slicer._Slicer_Matrix0_f64 method) (multipers.slicer._Slicer_Matrix0_i32 method) (multipers.slicer._Slicer_Matrix0_vine_f64 method) (multipers.slicer._Slicer_Matrix0_vine_i32 method)

compute_ricci() (in module multipers.data.graphs) contains() (multipers.mma_structures.PyBox_f32 method) (multipers.mma_structures.PyBox_f64 method) (multipers.mma_structures.PyBox_i32 method) (multipers.mma_structures.PyBox_i64 method) convolution_signed_measures() (in module multipers.ml.convolutions) copy() (multipers.simplex_tree_multi.SimplexTreeMulti_Ff64 method) (multipers.simplex_tree_multi.SimplexTreeMulti_Fi32 method) (multipers.simplex_tree_multi.SimplexTreeMulti_KFf64 method) (multipers.simplex_tree_multi.SimplexTreeMulti_KFi32 method) (multipers.slicer._KSlicer_GudhiCohomology0_f64 method) (multipers.slicer._KSlicer_GudhiCohomology0_i32 method) (multipers.slicer._KSlicer_Matrix0_f64 method) (multipers.slicer._KSlicer_Matrix0_i32 method) (multipers.slicer._KSlicer_Matrix0_vine_f64 method) (multipers.slicer._KSlicer_Matrix0_vine_i32 method) (multipers.slicer._Slicer_GudhiCohomology0_f64 method) (multipers.slicer._Slicer_GudhiCohomology0_i32 method) (multipers.slicer._Slicer_Matrix0_f64 method) (multipers.slicer._Slicer_Matrix0_i32 method) (multipers.slicer._Slicer_Matrix0_vine_f64 method) (multipers.slicer._Slicer_Matrix0_vine_i32 method) copy_transform() (multipers.ml.mma.MMAFormatter static method)

D

deep_format_measure() (multipers.ml.signed_measures.SignedMeasureFormatter static method) degree (multipers.mma_structures.PySummand_f32 attribute) (multipers.mma_structures.PySummand_f64 attribute) (multipers.mma_structures.PySummand_i32 attribute) (multipers.mma_structures.PySummand_i64 attribute) degree_splits() (multipers.mma_structures.PyModule_f32 method) (multipers.mma_structures.PyModule_f64 method) (multipers.mma_structures.PyModule_i32 method) (multipers.mma_structures.PyModule_i64 method) DegreeRips2SignedMeasure (class in multipers.ml.signed_measures) Dgm2Histogram (class in multipers.ml.one) dgm2pervec() (in module multipers.ml.one) Dgms2Image (class in multipers.ml.one) Dgms2Landscapes (class in multipers.ml.one) Dgms2SignedMeasureDistance (class in multipers.ml.one) Dgms2SignedMeasureHistogram (class in multipers.ml.one) Dgms2SignedMeasureImage (class in multipers.ml.one) Dgms2SlicedWassersteinDistanceMatrices (class in multipers.ml.one) Dgms2SWK (class in multipers.ml.one) DiagramShuffle (class in multipers.ml.one) dimension (multipers.simplex_tree_multi.SimplexTreeMulti_Ff64 attribute) (multipers.simplex_tree_multi.SimplexTreeMulti_Fi32 attribute) (multipers.simplex_tree_multi.SimplexTreeMulti_KFf64 attribute) (multipers.simplex_tree_multi.SimplexTreeMulti_KFi32 attribute) (multipers.slicer._KSlicer_GudhiCohomology0_f64 attribute) (multipers.slicer._KSlicer_GudhiCohomology0_i32 attribute) (multipers.slicer._KSlicer_Matrix0_f64 attribute) (multipers.slicer._KSlicer_Matrix0_i32 attribute) (multipers.slicer._KSlicer_Matrix0_vine_f64 attribute) (multipers.slicer._KSlicer_Matrix0_vine_i32 attribute) (multipers.slicer._Slicer_GudhiCohomology0_f64 attribute) (multipers.slicer._Slicer_GudhiCohomology0_i32 attribute) (multipers.slicer._Slicer_Matrix0_f64 attribute) (multipers.slicer._Slicer_Matrix0_i32 attribute) (multipers.slicer._Slicer_Matrix0_vine_f64 attribute) (multipers.slicer._Slicer_Matrix0_vine_i32 attribute) distance_to() (multipers.mma_structures.PyModule_f32 method) (multipers.mma_structures.PyModule_f64 method) DistanceList2DistanceMatrix (class in multipers.ml.kernels)

DistanceMatrices2DistancesList (class in multipers.ml.kernels) DistanceMatrix2DistanceList (class in multipers.ml.kernels) DistanceMatrix2Kernel (class in multipers.ml.kernels) distances_idx_to() (multipers.mma_structures.PyModule_f32 method) (multipers.mma_structures.PyModule_f64 method) DistancesLists2DistanceMatrices (class in multipers.ml.kernels) DTM (class in multipers.ml.convolutions) dtype (multipers.mma_structures.PyBox_f32 attribute) (multipers.mma_structures.PyBox_f64 attribute) (multipers.mma_structures.PyBox_i32 attribute) (multipers.mma_structures.PyBox_i64 attribute) (multipers.mma_structures.PyModule_f32 attribute) (multipers.mma_structures.PyModule_f64 attribute) (multipers.mma_structures.PyModule_i32 attribute) (multipers.mma_structures.PyModule_i64 attribute) (multipers.mma_structures.PySummand_f32 attribute) (multipers.mma_structures.PySummand_f64 attribute) (multipers.mma_structures.PySummand_i32 attribute) (multipers.mma_structures.PySummand_i64 attribute) (multipers.simplex_tree_multi.SimplexTreeMulti_Ff64 attribute) (multipers.simplex_tree_multi.SimplexTreeMulti_Fi32 attribute) (multipers.simplex_tree_multi.SimplexTreeMulti_KFf64 attribute) (multipers.simplex_tree_multi.SimplexTreeMulti_KFi32 attribute) (multipers.slicer._KSlicer_GudhiCohomology0_f64 attribute) (multipers.slicer._KSlicer_GudhiCohomology0_i32 attribute) (multipers.slicer._KSlicer_Matrix0_f64 attribute) (multipers.slicer._KSlicer_Matrix0_i32 attribute) (multipers.slicer._KSlicer_Matrix0_vine_f64 attribute) (multipers.slicer._KSlicer_Matrix0_vine_i32 attribute) (multipers.slicer._Slicer_GudhiCohomology0_f64 attribute) (multipers.slicer._Slicer_GudhiCohomology0_i32 attribute) (multipers.slicer._Slicer_Matrix0_f64 attribute) (multipers.slicer._Slicer_Matrix0_i32 attribute) (multipers.slicer._Slicer_Matrix0_vine_f64 attribute) (multipers.slicer._Slicer_Matrix0_vine_i32 attribute) dump() (multipers.mma_structures.PyModule_f32 method) (multipers.mma_structures.PyModule_f64 method) (multipers.mma_structures.PyModule_i32 method) (multipers.mma_structures.PyModule_i64 method)

E

estimate_error() (in module multipers.distances) estimate_matching() (in module multipers.distances) estimate_rank_from_rank_sm() (in module multipers.point_measure) euler_char() (multipers.mma_structures.PyModule_f32 method) (multipers.mma_structures.PyModule_f64 method) euler_characteristic() (multipers.simplex_tree_multi.SimplexTreeMulti_Ff64 method) (multipers.simplex_tree_multi.SimplexTreeMulti_Fi32 method)

evaluate_in_grid() (in module multipers.grids) (in module multipers.torch.diff_grids) evaluate_mod_in_grid() (in module multipers.torch.diff_grids) evaluate_mod_in_grid__old() (in module multipers.torch.diff_grids) expansion() (multipers.simplex_tree_multi.SimplexTreeMulti_Ff64 method) (multipers.simplex_tree_multi.SimplexTreeMulti_Fi32 method) exponential_kernel() (in module multipers.ml.convolutions)

F

fill_distance_matrix() (multipers.simplex_tree_multi.SimplexTreeMulti_Ff64 method) (multipers.simplex_tree_multi.SimplexTreeMulti_Fi32 method) (multipers.simplex_tree_multi.SimplexTreeMulti_KFf64 method) (multipers.simplex_tree_multi.SimplexTreeMulti_KFi32 method) fill_lowerstar() (multipers.simplex_tree_multi.SimplexTreeMulti_Ff64 method) (multipers.simplex_tree_multi.SimplexTreeMulti_Fi32 method) (multipers.simplex_tree_multi.SimplexTreeMulti_KFf64 method) (multipers.simplex_tree_multi.SimplexTreeMulti_KFi32 method) FilteredComplex2MMA (class in multipers.ml.mma) FilteredComplex2SignedMeasure (class in multipers.ml.signed_measures) filtration() (multipers.simplex_tree_multi.SimplexTreeMulti_Ff64 method) (multipers.simplex_tree_multi.SimplexTreeMulti_Fi32 method) (multipers.simplex_tree_multi.SimplexTreeMulti_KFf64 method) (multipers.simplex_tree_multi.SimplexTreeMulti_KFi32 method) filtration_bounds() (multipers.simplex_tree_multi.SimplexTreeMulti_Ff64 method) (multipers.simplex_tree_multi.SimplexTreeMulti_Fi32 method) (multipers.simplex_tree_multi.SimplexTreeMulti_KFf64 method) (multipers.simplex_tree_multi.SimplexTreeMulti_KFi32 method) (multipers.slicer._KSlicer_GudhiCohomology0_f64 method) (multipers.slicer._KSlicer_GudhiCohomology0_i32 method) (multipers.slicer._KSlicer_Matrix0_f64 method) (multipers.slicer._KSlicer_Matrix0_i32 method) (multipers.slicer._KSlicer_Matrix0_vine_f64 method) (multipers.slicer._KSlicer_Matrix0_vine_i32 method) (multipers.slicer._Slicer_GudhiCohomology0_f64 method) (multipers.slicer._Slicer_GudhiCohomology0_i32 method) (multipers.slicer._Slicer_Matrix0_f64 method) (multipers.slicer._Slicer_Matrix0_i32 method) (multipers.slicer._Slicer_Matrix0_vine_f64 method) (multipers.slicer._Slicer_Matrix0_vine_i32 method) filtration_grid (multipers.simplex_tree_multi.SimplexTreeMulti_Ff64 attribute) (multipers.simplex_tree_multi.SimplexTreeMulti_Fi32 attribute) (multipers.simplex_tree_multi.SimplexTreeMulti_KFf64 attribute) (multipers.simplex_tree_multi.SimplexTreeMulti_KFi32 attribute) (multipers.slicer._KSlicer_GudhiCohomology0_f64 attribute) (multipers.slicer._KSlicer_GudhiCohomology0_i32 attribute) (multipers.slicer._KSlicer_Matrix0_f64 attribute) (multipers.slicer._KSlicer_Matrix0_i32 attribute) (multipers.slicer._KSlicer_Matrix0_vine_f64 attribute) (multipers.slicer._KSlicer_Matrix0_vine_i32 attribute) (multipers.slicer._Slicer_GudhiCohomology0_f64 attribute) (multipers.slicer._Slicer_GudhiCohomology0_i32 attribute) (multipers.slicer._Slicer_Matrix0_f64 attribute) (multipers.slicer._Slicer_Matrix0_i32 attribute) (multipers.slicer._Slicer_Matrix0_vine_f64 attribute) (multipers.slicer._Slicer_Matrix0_vine_i32 attribute) filtration_grid_to_coordinates() (in module multipers.ml.tools) FilvecGetter (class in multipers.ml.one) fit() (multipers.data.graphs.Graph2SimplexTrees method) (multipers.data.pytorch2simplextree.Torch2SimplexTree method) (multipers.ml.convolutions.DTM method) (multipers.ml.convolutions.KDE method) (multipers.ml.kernels.DistanceList2DistanceMatrix method) (multipers.ml.kernels.DistanceMatrices2DistancesList method) (multipers.ml.kernels.DistanceMatrix2DistanceList method) (multipers.ml.kernels.DistanceMatrix2Kernel method) (multipers.ml.kernels.DistancesLists2DistanceMatrices method) (multipers.ml.mma.FilteredComplex2MMA method) (multipers.ml.mma.MMA2IMG method) (multipers.ml.mma.MMA2Landscape method) (multipers.ml.mma.MMAFormatter method) (multipers.ml.one.Dgm2Histogram method) (multipers.ml.one.Dgms2Image method) (multipers.ml.one.Dgms2Landscapes method) (multipers.ml.one.Dgms2SignedMeasureDistance method) (multipers.ml.one.Dgms2SignedMeasureHistogram method) (multipers.ml.one.Dgms2SignedMeasureImage method) (multipers.ml.one.Dgms2SlicedWassersteinDistanceMatrices method) (multipers.ml.one.Dgms2SWK method) (multipers.ml.one.DiagramShuffle method) (multipers.ml.one.FilvecGetter method) (multipers.ml.one.Graph2SimplexTree method) (multipers.ml.one.PointCloud2SimplexTree method) (multipers.ml.one.SimplexTree2Dgm method) (multipers.ml.one.SimplexTree2Histogram method) (multipers.ml.point_clouds.PointCloud2FilteredComplex method) (multipers.ml.signed_measures.DegreeRips2SignedMeasure method) (multipers.ml.signed_measures.FilteredComplex2SignedMeasure method) (multipers.ml.signed_measures.SignedMeasure2Convolution method) (multipers.ml.signed_measures.SignedMeasure2SlicedWassersteinDistance method) (multipers.ml.signed_measures.SignedMeasureFormatter method) (multipers.ml.signed_measures.SignedMeasures2SlicedWassersteinDistances method) (multipers.ml.signed_measures.SimplexTree2RectangleDecomposition method) (multipers.ml.sliced_wasserstein.SlicedWassersteinDistance method) (multipers.ml.sliced_wasserstein.WassersteinDistance method) (multipers.ml.tools.SimplexTreeEdgeCollapser method)

flagify() (multipers.simplex_tree_multi.SimplexTreeMulti_Ff64 method) (multipers.simplex_tree_multi.SimplexTreeMulti_Fi32 method) (multipers.simplex_tree_multi.SimplexTreeMulti_KFf64 method) (multipers.simplex_tree_multi.SimplexTreeMulti_KFi32 method) from_bitmap() (in module multipers.slicer) from_dump_f32() (in module multipers.mma_structures) from_dump_f64() (in module multipers.mma_structures) from_dump_i32() (in module multipers.mma_structures) from_dump_i64() (in module multipers.mma_structures) from_function_delaunay() (in module multipers.slicer) function_delaunay_presentation() (in module multipers.io) function_delaunay_presentation_to_slicer() (in module multipers.io) function_rips_signed_measure() (in module multipers.function_rips) (in module multipers.torch.rips_density) function_rips_signed_measure_old() (in module multipers.torch.rips_density) function_rips_surface() (in module multipers.function_rips)

G

gaussian_kernel() (in module multipers.ml.convolutions) get() (in module multipers.data.graphs) (in module multipers.data.immuno_regions) (in module multipers.data.shape3d) (in module multipers.data.UCR) (multipers.mma_structures.PyBox_f32 method) (multipers.mma_structures.PyBox_f64 method) (multipers.mma_structures.PyBox_i32 method) (multipers.mma_structures.PyBox_i64 method) get_() (in module multipers.data.shape3d) get_barcode() (multipers.slicer._KSlicer_GudhiCohomology0_f64 method) (multipers.slicer._KSlicer_GudhiCohomology0_i32 method) (multipers.slicer._KSlicer_Matrix0_f64 method) (multipers.slicer._KSlicer_Matrix0_i32 method) (multipers.slicer._KSlicer_Matrix0_vine_f64 method) (multipers.slicer._KSlicer_Matrix0_vine_i32 method) (multipers.slicer._Slicer_GudhiCohomology0_f64 method) (multipers.slicer._Slicer_GudhiCohomology0_i32 method) (multipers.slicer._Slicer_Matrix0_f64 method) (multipers.slicer._Slicer_Matrix0_i32 method) (multipers.slicer._Slicer_Matrix0_vine_f64 method) (multipers.slicer._Slicer_Matrix0_vine_i32 method) get_birth() (multipers.mma_structures.PyMultiDiagramPoint_f32 method) (multipers.mma_structures.PyMultiDiagramPoint_f64 method) get_birth_list() (multipers.mma_structures.PySummand_f32 method) (multipers.mma_structures.PySummand_f64 method) (multipers.mma_structures.PySummand_i32 method) (multipers.mma_structures.PySummand_i64 method) get_bottom() (multipers.mma_structures.PyModule_f32 method) (multipers.mma_structures.PyModule_f64 method) (multipers.mma_structures.PyModule_i32 method) (multipers.mma_structures.PyModule_i64 method) get_boundaries() (multipers.simplex_tree_multi.SimplexTreeMulti_Ff64 method) (multipers.simplex_tree_multi.SimplexTreeMulti_Fi32 method) (multipers.simplex_tree_multi.SimplexTreeMulti_KFf64 method) (multipers.simplex_tree_multi.SimplexTreeMulti_KFi32 method) (multipers.slicer._KSlicer_GudhiCohomology0_f64 method) (multipers.slicer._KSlicer_GudhiCohomology0_i32 method) (multipers.slicer._KSlicer_Matrix0_f64 method) (multipers.slicer._KSlicer_Matrix0_i32 method) (multipers.slicer._KSlicer_Matrix0_vine_f64 method) (multipers.slicer._KSlicer_Matrix0_vine_i32 method) (multipers.slicer._Slicer_GudhiCohomology0_f64 method) (multipers.slicer._Slicer_GudhiCohomology0_i32 method) (multipers.slicer._Slicer_Matrix0_f64 method) (multipers.slicer._Slicer_Matrix0_i32 method) (multipers.slicer._Slicer_Matrix0_vine_f64 method) (multipers.slicer._Slicer_Matrix0_vine_i32 method) get_bounds() (multipers.mma_structures.PyModule_f32 method) (multipers.mma_structures.PyModule_f64 method) (multipers.mma_structures.PyModule_i32 method) (multipers.mma_structures.PyModule_i64 method) (multipers.mma_structures.PySummand_f32 method) (multipers.mma_structures.PySummand_f64 method) (multipers.mma_structures.PySummand_i32 method) (multipers.mma_structures.PySummand_i64 method) get_box() (multipers.mma_structures.PyModule_f32 method) (multipers.mma_structures.PyModule_f64 method) (multipers.mma_structures.PyModule_i32 method) (multipers.mma_structures.PyModule_i64 method) get_death() (multipers.mma_structures.PyMultiDiagramPoint_f32 method) (multipers.mma_structures.PyMultiDiagramPoint_f64 method) get_death_list() (multipers.mma_structures.PySummand_f32 method) (multipers.mma_structures.PySummand_f64 method) (multipers.mma_structures.PySummand_i32 method) (multipers.mma_structures.PySummand_i64 method) get_degree() (multipers.mma_structures.PyMultiDiagramPoint_f32 method) (multipers.mma_structures.PyMultiDiagramPoint_f64 method) get_degree_rips() (in module multipers.function_rips) get_dimensions() (multipers.slicer._KSlicer_GudhiCohomology0_f64 method) (multipers.slicer._KSlicer_GudhiCohomology0_i32 method) (multipers.slicer._KSlicer_Matrix0_f64 method) (multipers.slicer._KSlicer_Matrix0_i32 method) (multipers.slicer._KSlicer_Matrix0_vine_f64 method) (multipers.slicer._KSlicer_Matrix0_vine_i32 method) (multipers.slicer._Slicer_GudhiCohomology0_f64 method) (multipers.slicer._Slicer_GudhiCohomology0_i32 method) (multipers.slicer._Slicer_Matrix0_f64 method) (multipers.slicer._Slicer_Matrix0_i32 method) (multipers.slicer._Slicer_Matrix0_vine_f64 method) (multipers.slicer._Slicer_Matrix0_vine_i32 method) get_edge_list() (multipers.simplex_tree_multi.SimplexTreeMulti_Ff64 method) (multipers.simplex_tree_multi.SimplexTreeMulti_Fi32 method) get_filtration_grid() (multipers.simplex_tree_multi.SimplexTreeMulti_Ff64 method) (multipers.simplex_tree_multi.SimplexTreeMulti_Fi32 method) (multipers.simplex_tree_multi.SimplexTreeMulti_KFf64 method) (multipers.simplex_tree_multi.SimplexTreeMulti_KFi32 method) (multipers.slicer._KSlicer_GudhiCohomology0_f64 method) (multipers.slicer._KSlicer_GudhiCohomology0_i32 method) (multipers.slicer._KSlicer_Matrix0_f64 method) (multipers.slicer._KSlicer_Matrix0_i32 method) (multipers.slicer._KSlicer_Matrix0_vine_f64 method) (multipers.slicer._KSlicer_Matrix0_vine_i32 method) (multipers.slicer._Slicer_GudhiCohomology0_f64 method) (multipers.slicer._Slicer_GudhiCohomology0_i32 method) (multipers.slicer._Slicer_Matrix0_f64 method) (multipers.slicer._Slicer_Matrix0_i32 method) (multipers.slicer._Slicer_Matrix0_vine_f64 method) (multipers.slicer._Slicer_Matrix0_vine_i32 method) get_filtration_values() (in module multipers.ml.one) (multipers.mma_structures.PyModule_f32 method) (multipers.mma_structures.PyModule_f64 method) (multipers.mma_structures.PyModule_i32 method) (multipers.mma_structures.PyModule_i64 method) get_filtration_weights_grid() (in module multipers.ml.tools) get_filtrations() (multipers.slicer._KSlicer_GudhiCohomology0_f64 method) (multipers.slicer._KSlicer_GudhiCohomology0_i32 method) (multipers.slicer._KSlicer_Matrix0_f64 method) (multipers.slicer._KSlicer_Matrix0_i32 method) (multipers.slicer._KSlicer_Matrix0_vine_f64 method) (multipers.slicer._KSlicer_Matrix0_vine_i32 method) (multipers.slicer._Slicer_GudhiCohomology0_f64 method) (multipers.slicer._Slicer_GudhiCohomology0_i32 method) (multipers.slicer._Slicer_Matrix0_f64 method) (multipers.slicer._Slicer_Matrix0_i32 method) (multipers.slicer._Slicer_Matrix0_vine_f64 method) (multipers.slicer._Slicer_Matrix0_vine_i32 method)

get_filtrations_values() (multipers.slicer._KSlicer_GudhiCohomology0_f64 method) (multipers.slicer._KSlicer_GudhiCohomology0_i32 method) (multipers.slicer._KSlicer_Matrix0_f64 method) (multipers.slicer._KSlicer_Matrix0_i32 method) (multipers.slicer._KSlicer_Matrix0_vine_f64 method) (multipers.slicer._KSlicer_Matrix0_vine_i32 method) (multipers.slicer._Slicer_GudhiCohomology0_f64 method) (multipers.slicer._Slicer_GudhiCohomology0_i32 method) (multipers.slicer._Slicer_Matrix0_f64 method) (multipers.slicer._Slicer_Matrix0_i32 method) (multipers.slicer._Slicer_Matrix0_vine_f64 method) (multipers.slicer._Slicer_Matrix0_vine_i32 method) get_from_file() (in module multipers.data.graphs) get_from_file_old() (in module multipers.data.graphs) get_graphs() (in module multipers.data.graphs) get_grid() (in module multipers.torch.diff_grids) get_immuno() (in module multipers.data.immuno_regions) get_interleavings() (multipers.mma_structures.PyModule_f32 method) (multipers.mma_structures.PyModule_f64 method) get_matrix_slicer() (in module multipers.slicer) get_ModelNet() (in module multipers.data.shape3d) get_module_of_degree() (multipers.mma_structures.PyModule_f32 method) (multipers.mma_structures.PyModule_f64 method) (multipers.mma_structures.PyModule_i32 method) (multipers.mma_structures.PyModule_i64 method) get_module_of_degrees() (multipers.mma_structures.PyModule_f32 method) (multipers.mma_structures.PyModule_f64 method) (multipers.mma_structures.PyModule_i32 method) (multipers.mma_structures.PyModule_i64 method) get_orbit5k() (in module multipers.data.synthetic) get_permutation() (multipers.slicer._KSlicer_Matrix0_vine_f64 method) (multipers.slicer._KSlicer_Matrix0_vine_i32 method) (multipers.slicer._Slicer_Matrix0_vine_f64 method) (multipers.slicer._Slicer_Matrix0_vine_i32 method) get_points() (multipers.mma_structures.PyMultiDiagram_f32 method) (multipers.mma_structures.PyMultiDiagram_f64 method) (multipers.mma_structures.PyMultiDiagrams_f32 method) (multipers.mma_structures.PyMultiDiagrams_f64 method) get_ptr() (multipers.slicer._KSlicer_GudhiCohomology0_f64 method) (multipers.slicer._KSlicer_GudhiCohomology0_i32 method) (multipers.slicer._KSlicer_Matrix0_f64 method) (multipers.slicer._KSlicer_Matrix0_i32 method) (multipers.slicer._KSlicer_Matrix0_vine_f64 method) (multipers.slicer._KSlicer_Matrix0_vine_i32 method) (multipers.slicer._Slicer_GudhiCohomology0_f64 method) (multipers.slicer._Slicer_GudhiCohomology0_i32 method) (multipers.slicer._Slicer_Matrix0_f64 method) (multipers.slicer._Slicer_Matrix0_i32 method) (multipers.slicer._Slicer_Matrix0_vine_f64 method) (multipers.slicer._Slicer_Matrix0_vine_i32 method) get_representative_cycles() (multipers.slicer._KSlicer_Matrix0_vine_f64 method) (multipers.slicer._KSlicer_Matrix0_vine_i32 method) (multipers.slicer._Slicer_Matrix0_vine_f64 method) (multipers.slicer._Slicer_Matrix0_vine_i32 method) get_simplex_tree_from_delayed() (in module multipers.ml.tools) get_simplextree() (in module multipers.ml.one) (in module multipers.ml.tools) get_simplextrees() (in module multipers.ml.one) get_simplices() (multipers.simplex_tree_multi.SimplexTreeMulti_Ff64 method) (multipers.simplex_tree_multi.SimplexTreeMulti_Fi32 method) (multipers.simplex_tree_multi.SimplexTreeMulti_KFf64 method) (multipers.simplex_tree_multi.SimplexTreeMulti_KFi32 method) get_simplices_of_dimension() (multipers.simplex_tree_multi.SimplexTreeMulti_Ff64 method) (multipers.simplex_tree_multi.SimplexTreeMulti_Fi32 method) (multipers.simplex_tree_multi.SimplexTreeMulti_KFf64 method) (multipers.simplex_tree_multi.SimplexTreeMulti_KFi32 method) get_skeleton() (multipers.simplex_tree_multi.SimplexTreeMulti_Ff64 method) (multipers.simplex_tree_multi.SimplexTreeMulti_Fi32 method) (multipers.simplex_tree_multi.SimplexTreeMulti_KFf64 method) (multipers.simplex_tree_multi.SimplexTreeMulti_KFi32 method) get_sm_with_axis() (in module multipers.pickle) get_sm_without_axis() (in module multipers.pickle) get_test() (in module multipers.data.UCR) get_top() (multipers.mma_structures.PyModule_f32 method) (multipers.mma_structures.PyModule_f64 method) (multipers.mma_structures.PyModule_i32 method) (multipers.mma_structures.PyModule_i64 method) get_train() (in module multipers.data.UCR) graph2filvec() (in module multipers.ml.one) Graph2SimplexTree (class in multipers.ml.one) Graph2SimplexTrees (class in multipers.data.graphs) grid_squeeze() (multipers.simplex_tree_multi.SimplexTreeMulti_Ff64 method) (multipers.simplex_tree_multi.SimplexTreeMulti_Fi32 method) (multipers.simplex_tree_multi.SimplexTreeMulti_KFf64 method) (multipers.simplex_tree_multi.SimplexTreeMulti_KFi32 method) (multipers.slicer._KSlicer_GudhiCohomology0_f64 method) (multipers.slicer._KSlicer_GudhiCohomology0_i32 method) (multipers.slicer._KSlicer_Matrix0_f64 method) (multipers.slicer._KSlicer_Matrix0_i32 method) (multipers.slicer._KSlicer_Matrix0_vine_f64 method) (multipers.slicer._KSlicer_Matrix0_vine_i32 method) (multipers.slicer._Slicer_GudhiCohomology0_f64 method) (multipers.slicer._Slicer_GudhiCohomology0_i32 method) (multipers.slicer._Slicer_Matrix0_f64 method) (multipers.slicer._Slicer_Matrix0_i32 method) (multipers.slicer._Slicer_Matrix0_vine_f64 method) (multipers.slicer._Slicer_Matrix0_vine_i32 method)

I

info (multipers.slicer._KSlicer_GudhiCohomology0_f64 attribute) (multipers.slicer._KSlicer_GudhiCohomology0_i32 attribute) (multipers.slicer._KSlicer_Matrix0_f64 attribute) (multipers.slicer._KSlicer_Matrix0_i32 attribute) (multipers.slicer._KSlicer_Matrix0_vine_f64 attribute) (multipers.slicer._KSlicer_Matrix0_vine_i32 attribute) (multipers.slicer._Slicer_GudhiCohomology0_f64 attribute) (multipers.slicer._Slicer_GudhiCohomology0_i32 attribute) (multipers.slicer._Slicer_Matrix0_f64 attribute) (multipers.slicer._Slicer_Matrix0_i32 attribute) (multipers.slicer._Slicer_Matrix0_vine_f64 attribute) (multipers.slicer._Slicer_Matrix0_vine_i32 attribute) insert() (multipers.simplex_tree_multi.SimplexTreeMulti_Ff64 method) (multipers.simplex_tree_multi.SimplexTreeMulti_Fi32 method) (multipers.simplex_tree_multi.SimplexTreeMulti_KFf64 method) (multipers.simplex_tree_multi.SimplexTreeMulti_KFi32 method) insert_batch (multipers.simplex_tree_multi.SimplexTreeMulti_Ff64 attribute) (multipers.simplex_tree_multi.SimplexTreeMulti_Fi32 attribute) integrate_measure() (in module multipers.point_measure) integrate_measure_python() (in module multipers.point_measure) is_kcritical (multipers.simplex_tree_multi.SimplexTreeMulti_Ff64 attribute) (multipers.simplex_tree_multi.SimplexTreeMulti_Fi32 attribute) (multipers.simplex_tree_multi.SimplexTreeMulti_KFf64 attribute) (multipers.simplex_tree_multi.SimplexTreeMulti_KFi32 attribute) (multipers.slicer._KSlicer_GudhiCohomology0_f64 attribute) (multipers.slicer._KSlicer_GudhiCohomology0_i32 attribute) (multipers.slicer._KSlicer_Matrix0_f64 attribute) (multipers.slicer._KSlicer_Matrix0_i32 attribute) (multipers.slicer._KSlicer_Matrix0_vine_f64 attribute) (multipers.slicer._KSlicer_Matrix0_vine_i32 attribute) (multipers.slicer._Slicer_GudhiCohomology0_f64 attribute) (multipers.slicer._Slicer_GudhiCohomology0_i32 attribute) (multipers.slicer._Slicer_Matrix0_f64 attribute) (multipers.slicer._Slicer_Matrix0_i32 attribute) (multipers.slicer._Slicer_Matrix0_vine_f64 attribute) (multipers.slicer._Slicer_Matrix0_vine_i32 attribute) is_minpres (multipers.slicer._KSlicer_GudhiCohomology0_f64 attribute) (multipers.slicer._KSlicer_GudhiCohomology0_i32 attribute) (multipers.slicer._KSlicer_Matrix0_f64 attribute) (multipers.slicer._KSlicer_Matrix0_i32 attribute) (multipers.slicer._KSlicer_Matrix0_vine_f64 attribute) (multipers.slicer._KSlicer_Matrix0_vine_i32 attribute) (multipers.slicer._Slicer_GudhiCohomology0_f64 attribute) (multipers.slicer._Slicer_GudhiCohomology0_i32 attribute) (multipers.slicer._Slicer_Matrix0_f64 attribute) (multipers.slicer._Slicer_Matrix0_i32 attribute) (multipers.slicer._Slicer_Matrix0_vine_f64 attribute) (multipers.slicer._Slicer_Matrix0_vine_i32 attribute)

is_mma() (in module multipers.mma_structures) is_simplextree_multi() (in module multipers.simplex_tree_multi) is_slicer() (in module multipers.slicer) is_squeezed (multipers.simplex_tree_multi.SimplexTreeMulti_Ff64 attribute) (multipers.simplex_tree_multi.SimplexTreeMulti_Fi32 attribute) (multipers.simplex_tree_multi.SimplexTreeMulti_KFf64 attribute) (multipers.simplex_tree_multi.SimplexTreeMulti_KFi32 attribute) (multipers.slicer._KSlicer_GudhiCohomology0_f64 attribute) (multipers.slicer._KSlicer_GudhiCohomology0_i32 attribute) (multipers.slicer._KSlicer_Matrix0_f64 attribute) (multipers.slicer._KSlicer_Matrix0_i32 attribute) (multipers.slicer._KSlicer_Matrix0_vine_f64 attribute) (multipers.slicer._KSlicer_Matrix0_vine_i32 attribute) (multipers.slicer._Slicer_GudhiCohomology0_f64 attribute) (multipers.slicer._Slicer_GudhiCohomology0_i32 attribute) (multipers.slicer._Slicer_Matrix0_f64 attribute) (multipers.slicer._Slicer_Matrix0_i32 attribute) (multipers.slicer._Slicer_Matrix0_vine_f64 attribute) (multipers.slicer._Slicer_Matrix0_vine_i32 attribute) is_vine (multipers.slicer._KSlicer_GudhiCohomology0_f64 attribute) (multipers.slicer._KSlicer_GudhiCohomology0_i32 attribute) (multipers.slicer._KSlicer_Matrix0_f64 attribute) (multipers.slicer._KSlicer_Matrix0_i32 attribute) (multipers.slicer._KSlicer_Matrix0_vine_f64 attribute) (multipers.slicer._KSlicer_Matrix0_vine_i32 attribute) (multipers.slicer._Slicer_GudhiCohomology0_f64 attribute) (multipers.slicer._Slicer_GudhiCohomology0_i32 attribute) (multipers.slicer._Slicer_Matrix0_f64 attribute) (multipers.slicer._Slicer_Matrix0_i32 attribute) (multipers.slicer._Slicer_Matrix0_vine_f64 attribute) (multipers.slicer._Slicer_Matrix0_vine_i32 attribute)

K

KDE (class in multipers.ml.convolutions) key() (multipers.simplex_tree_multi.SimplexTreeMulti_Ff64 method) (multipers.simplex_tree_multi.SimplexTreeMulti_Fi32 method) (multipers.simplex_tree_multi.SimplexTreeMulti_KFf64 method) (multipers.simplex_tree_multi.SimplexTreeMulti_KFi32 method)

L

landscape() (multipers.mma_structures.PyModule_f32 method) (multipers.mma_structures.PyModule_f64 method) landscapes() (multipers.mma_structures.PyModule_f32 method) (multipers.mma_structures.PyModule_f64 method) linear_projections() (multipers.simplex_tree_multi.SimplexTreeMulti_Ff64 method) (multipers.simplex_tree_multi.SimplexTreeMulti_Fi32 method) (multipers.simplex_tree_multi.SimplexTreeMulti_KFf64 method) (multipers.simplex_tree_multi.SimplexTreeMulti_KFi32 method)

load() (in module multipers.pickle) load_modelnet() (in module multipers.data.shape3d) load_with_axis() (in module multipers.pickle) load_without_axis() (in module multipers.pickle) lower_star_multi_filtration_update() (multipers.simplex_tree_multi.SimplexTreeMulti_Ff64 method) (multipers.simplex_tree_multi.SimplexTreeMulti_Fi32 method)

M

make_filtration_non_decreasing() (multipers.simplex_tree_multi.SimplexTreeMulti_Ff64 method) (multipers.simplex_tree_multi.SimplexTreeMulti_Fi32 method) max_degree (multipers.mma_structures.PyModule_f32 attribute) (multipers.mma_structures.PyModule_f64 attribute) (multipers.mma_structures.PyModule_i32 attribute) (multipers.mma_structures.PyModule_i64 attribute) merge() (multipers.mma_structures.PyModule_f32 method) (multipers.mma_structures.PyModule_f64 method) (multipers.mma_structures.PyModule_i32 method) (multipers.mma_structures.PyModule_i64 method) minimal_presentation() (in module multipers.slicer) minpres() (multipers.slicer._KSlicer_GudhiCohomology0_f64 method) (multipers.slicer._KSlicer_GudhiCohomology0_i32 method) (multipers.slicer._KSlicer_Matrix0_f64 method) (multipers.slicer._KSlicer_Matrix0_i32 method) (multipers.slicer._KSlicer_Matrix0_vine_f64 method) (multipers.slicer._KSlicer_Matrix0_vine_i32 method) (multipers.slicer._Slicer_GudhiCohomology0_f64 method) (multipers.slicer._Slicer_GudhiCohomology0_i32 method) (multipers.slicer._Slicer_Matrix0_f64 method) (multipers.slicer._Slicer_Matrix0_i32 method) (multipers.slicer._Slicer_Matrix0_vine_f64 method) (multipers.slicer._Slicer_Matrix0_vine_i32 method) minpres_degree (multipers.slicer._KSlicer_GudhiCohomology0_f64 attribute) (multipers.slicer._KSlicer_GudhiCohomology0_i32 attribute) (multipers.slicer._KSlicer_Matrix0_f64 attribute) (multipers.slicer._KSlicer_Matrix0_i32 attribute) (multipers.slicer._KSlicer_Matrix0_vine_f64 attribute) (multipers.slicer._KSlicer_Matrix0_vine_i32 attribute) (multipers.slicer._Slicer_GudhiCohomology0_f64 attribute) (multipers.slicer._Slicer_GudhiCohomology0_i32 attribute) (multipers.slicer._Slicer_Matrix0_f64 attribute) (multipers.slicer._Slicer_Matrix0_i32 attribute) (multipers.slicer._Slicer_Matrix0_vine_f64 attribute) (multipers.slicer._Slicer_Matrix0_vine_i32 attribute) MMA2IMG (class in multipers.ml.mma) MMA2Landscape (class in multipers.ml.mma) MMAFormatter (class in multipers.ml.mma) modelnet2graphs() (in module multipers.data.pytorch2simplextree) modelnet2pts2gs() (in module multipers.data.pytorch2simplextree) module multipers multipers._signed_measure_meta multipers._slicer_meta multipers.data multipers.data.graphs multipers.data.immuno_regions multipers.data.minimal_presentation_to_st_bf multipers.data.pytorch2simplextree multipers.data.shape3d multipers.data.synthetic multipers.data.UCR multipers.distances multipers.function_rips multipers.grids multipers.io multipers.ml multipers.ml.accuracies multipers.ml.convolutions multipers.ml.kernels multipers.ml.mma multipers.ml.one multipers.ml.point_clouds multipers.ml.signed_betti multipers.ml.signed_measures multipers.ml.sliced_wasserstein multipers.ml.tools multipers.mma_structures multipers.multiparameter_edge_collapse multipers.multiparameter_module_approximation multipers.pickle multipers.plots multipers.point_measure multipers.simplex_tree_multi multipers.slicer multipers.tests multipers.tests.test_diff_helper multipers.tests.test_hilbert_function multipers.tests.test_mma multipers.tests.test_point_clouds multipers.tests.test_signed_betti multipers.tests.test_signed_measure multipers.tests.test_simplextreemulti multipers.tests.test_slicer multipers.torch multipers.torch.diff_grids multipers.torch.rips_density module_approximation() (in module multipers) (in module multipers.multiparameter_module_approximation) module_approximation_from_slicer() (in module multipers.multiparameter_module_approximation) mp (multipers.data.pytorch2simplextree.Torch2SimplexTree attribute) multipers module

multipers._signed_measure_meta module multipers._slicer_meta module multipers.data module multipers.data.graphs module multipers.data.immuno_regions module multipers.data.minimal_presentation_to_st_bf module multipers.data.pytorch2simplextree module multipers.data.shape3d module multipers.data.synthetic module multipers.data.UCR module multipers.distances module multipers.function_rips module multipers.grids module multipers.io module multipers.ml module multipers.ml.accuracies module multipers.ml.convolutions module multipers.ml.kernels module multipers.ml.mma module multipers.ml.one module multipers.ml.point_clouds module multipers.ml.signed_betti module multipers.ml.signed_measures module multipers.ml.sliced_wasserstein module multipers.ml.tools module multipers.mma_structures module multipers.multiparameter_edge_collapse module multipers.multiparameter_module_approximation module multipers.pickle module multipers.plots module multipers.point_measure module multipers.simplex_tree_multi module multipers.slicer module multipers.tests module multipers.tests.test_diff_helper module multipers.tests.test_hilbert_function module multipers.tests.test_mma module multipers.tests.test_point_clouds module multipers.tests.test_signed_betti module multipers.tests.test_signed_measure module multipers.tests.test_simplextreemulti module multipers.tests.test_slicer module multipers.torch module multipers.torch.diff_grids module multipers.torch.rips_density module multivariate_gaussian_kernel() (in module multipers.ml.convolutions)

N

noisy_annulus() (in module multipers.data.synthetic) num_generators (multipers.slicer._KSlicer_GudhiCohomology0_f64 attribute) (multipers.slicer._KSlicer_GudhiCohomology0_i32 attribute) (multipers.slicer._KSlicer_Matrix0_f64 attribute) (multipers.slicer._KSlicer_Matrix0_i32 attribute) (multipers.slicer._KSlicer_Matrix0_vine_f64 attribute) (multipers.slicer._KSlicer_Matrix0_vine_i32 attribute) (multipers.slicer._Slicer_GudhiCohomology0_f64 attribute) (multipers.slicer._Slicer_GudhiCohomology0_i32 attribute) (multipers.slicer._Slicer_Matrix0_f64 attribute) (multipers.slicer._Slicer_Matrix0_i32 attribute) (multipers.slicer._Slicer_Matrix0_vine_f64 attribute) (multipers.slicer._Slicer_Matrix0_vine_i32 attribute) num_parameters (multipers.mma_structures.PyBox_f32 attribute) (multipers.mma_structures.PyBox_f64 attribute) (multipers.mma_structures.PyBox_i32 attribute) (multipers.mma_structures.PyBox_i64 attribute) (multipers.mma_structures.PyModule_f32 attribute) (multipers.mma_structures.PyModule_f64 attribute) (multipers.mma_structures.PyModule_i32 attribute) (multipers.mma_structures.PyModule_i64 attribute) (multipers.simplex_tree_multi.SimplexTreeMulti_Ff64 attribute) (multipers.simplex_tree_multi.SimplexTreeMulti_Fi32 attribute) (multipers.simplex_tree_multi.SimplexTreeMulti_KFf64 attribute) (multipers.simplex_tree_multi.SimplexTreeMulti_KFi32 attribute) (multipers.slicer._KSlicer_GudhiCohomology0_f64 attribute) (multipers.slicer._KSlicer_GudhiCohomology0_i32 attribute) (multipers.slicer._KSlicer_Matrix0_f64 attribute) (multipers.slicer._KSlicer_Matrix0_i32 attribute) (multipers.slicer._KSlicer_Matrix0_vine_f64 attribute) (multipers.slicer._KSlicer_Matrix0_vine_i32 attribute) (multipers.slicer._Slicer_GudhiCohomology0_f64 attribute) (multipers.slicer._Slicer_GudhiCohomology0_i32 attribute) (multipers.slicer._Slicer_Matrix0_f64 attribute) (multipers.slicer._Slicer_Matrix0_i32 attribute) (multipers.slicer._Slicer_Matrix0_vine_f64 attribute) (multipers.slicer._Slicer_Matrix0_vine_i32 attribute)

num_parameters() (multipers.mma_structures.PySummand_f32 method) (multipers.mma_structures.PySummand_f64 method) (multipers.mma_structures.PySummand_i32 method) (multipers.mma_structures.PySummand_i64 method) num_simplices (multipers.simplex_tree_multi.SimplexTreeMulti_Ff64 attribute) (multipers.simplex_tree_multi.SimplexTreeMulti_Fi32 attribute) (multipers.simplex_tree_multi.SimplexTreeMulti_KFf64 attribute) (multipers.simplex_tree_multi.SimplexTreeMulti_KFi32 attribute) num_vertices (multipers.simplex_tree_multi.SimplexTreeMulti_Ff64 attribute) (multipers.simplex_tree_multi.SimplexTreeMulti_Fi32 attribute) (multipers.simplex_tree_multi.SimplexTreeMulti_KFf64 attribute) (multipers.simplex_tree_multi.SimplexTreeMulti_KFi32 attribute)

O

orbit() (in module multipers.data.synthetic)

OSWdistance() (multipers.ml.one.Dgms2SignedMeasureDistance static method)

P

pairwise_signed_measure_distances() (in module multipers.ml.sliced_wasserstein) pers_backend (multipers.slicer._KSlicer_GudhiCohomology0_f64 attribute) (multipers.slicer._KSlicer_GudhiCohomology0_i32 attribute) (multipers.slicer._KSlicer_Matrix0_f64 attribute) (multipers.slicer._KSlicer_Matrix0_i32 attribute) (multipers.slicer._KSlicer_Matrix0_vine_f64 attribute) (multipers.slicer._KSlicer_Matrix0_vine_i32 attribute) (multipers.slicer._Slicer_GudhiCohomology0_f64 attribute) (multipers.slicer._Slicer_GudhiCohomology0_i32 attribute) (multipers.slicer._Slicer_Matrix0_f64 attribute) (multipers.slicer._Slicer_Matrix0_i32 attribute) (multipers.slicer._Slicer_Matrix0_vine_f64 attribute) (multipers.slicer._Slicer_Matrix0_vine_i32 attribute) persistence_approximation() (multipers.simplex_tree_multi.SimplexTreeMulti_Ff64 method) (multipers.simplex_tree_multi.SimplexTreeMulti_Fi32 method) (multipers.simplex_tree_multi.SimplexTreeMulti_KFf64 method) (multipers.simplex_tree_multi.SimplexTreeMulti_KFi32 method) persistence_on_line() (multipers.slicer._KSlicer_GudhiCohomology0_f64 method) (multipers.slicer._KSlicer_GudhiCohomology0_i32 method) (multipers.slicer._KSlicer_Matrix0_f64 method) (multipers.slicer._KSlicer_Matrix0_i32 method) (multipers.slicer._KSlicer_Matrix0_vine_f64 method) (multipers.slicer._KSlicer_Matrix0_vine_i32 method) (multipers.slicer._Slicer_GudhiCohomology0_f64 method) (multipers.slicer._Slicer_GudhiCohomology0_i32 method) (multipers.slicer._Slicer_Matrix0_f64 method) (multipers.slicer._Slicer_Matrix0_i32 method) (multipers.slicer._Slicer_Matrix0_vine_f64 method) (multipers.slicer._Slicer_Matrix0_vine_i32 method) persistence_on_lines() (multipers.slicer._KSlicer_GudhiCohomology0_f64 method) (multipers.slicer._KSlicer_GudhiCohomology0_i32 method) (multipers.slicer._KSlicer_Matrix0_f64 method) (multipers.slicer._KSlicer_Matrix0_i32 method) (multipers.slicer._KSlicer_Matrix0_vine_f64 method) (multipers.slicer._KSlicer_Matrix0_vine_i32 method) (multipers.slicer._Slicer_GudhiCohomology0_f64 method) (multipers.slicer._Slicer_GudhiCohomology0_i32 method) (multipers.slicer._Slicer_Matrix0_f64 method) (multipers.slicer._Slicer_Matrix0_i32 method) (multipers.slicer._Slicer_Matrix0_vine_f64 method) (multipers.slicer._Slicer_Matrix0_vine_i32 method) plot() (multipers.mma_structures.PyModule_f32 method) (multipers.mma_structures.PyModule_f64 method) (multipers.mma_structures.PyModule_i32 method) (multipers.mma_structures.PyModule_i64 method) (multipers.mma_structures.PyMultiDiagrams_f32 method) (multipers.mma_structures.PyMultiDiagrams_f64 method) plot2d_PyModule() (in module multipers.plots) plot_signed_measure() (in module multipers.plots) plot_signed_measures() (in module multipers.plots) plot_surface() (in module multipers.plots) plot_surfaces() (in module multipers.plots) PointCloud2FilteredComplex (class in multipers.ml.point_clouds) PointCloud2SimplexTree (class in multipers.ml.one) (class in multipers.ml.point_clouds)

predict() (multipers.ml.kernels.DistanceMatrices2DistancesList method) (multipers.ml.signed_measures.SignedMeasure2SlicedWassersteinDistance method) project_on_line() (multipers.simplex_tree_multi.SimplexTreeMulti_Ff64 method) (multipers.simplex_tree_multi.SimplexTreeMulti_Fi32 method) (multipers.simplex_tree_multi.SimplexTreeMulti_KFf64 method) (multipers.simplex_tree_multi.SimplexTreeMulti_KFi32 method) prune_above_dimension() (multipers.simplex_tree_multi.SimplexTreeMulti_Ff64 method) (multipers.simplex_tree_multi.SimplexTreeMulti_Fi32 method) (multipers.simplex_tree_multi.SimplexTreeMulti_KFf64 method) (multipers.simplex_tree_multi.SimplexTreeMulti_KFi32 method) (multipers.slicer._KSlicer_GudhiCohomology0_f64 method) (multipers.slicer._KSlicer_GudhiCohomology0_i32 method) (multipers.slicer._KSlicer_Matrix0_f64 method) (multipers.slicer._KSlicer_Matrix0_i32 method) (multipers.slicer._KSlicer_Matrix0_vine_f64 method) (multipers.slicer._KSlicer_Matrix0_vine_i32 method) (multipers.slicer._Slicer_GudhiCohomology0_f64 method) (multipers.slicer._Slicer_GudhiCohomology0_i32 method) (multipers.slicer._Slicer_Matrix0_f64 method) (multipers.slicer._Slicer_Matrix0_i32 method) (multipers.slicer._Slicer_Matrix0_vine_f64 method) (multipers.slicer._Slicer_Matrix0_vine_i32 method) pts_to_indices() (multipers.simplex_tree_multi.SimplexTreeMulti_Ff64 method) (multipers.simplex_tree_multi.SimplexTreeMulti_Fi32 method) push_to_grid() (in module multipers.grids) push_to_line() (multipers.slicer._KSlicer_GudhiCohomology0_f64 method) (multipers.slicer._KSlicer_GudhiCohomology0_i32 method) (multipers.slicer._KSlicer_Matrix0_f64 method) (multipers.slicer._KSlicer_Matrix0_i32 method) (multipers.slicer._KSlicer_Matrix0_vine_f64 method) (multipers.slicer._KSlicer_Matrix0_vine_i32 method) (multipers.slicer._Slicer_GudhiCohomology0_f64 method) (multipers.slicer._Slicer_GudhiCohomology0_i32 method) (multipers.slicer._Slicer_Matrix0_f64 method) (multipers.slicer._Slicer_Matrix0_i32 method) (multipers.slicer._Slicer_Matrix0_vine_f64 method) (multipers.slicer._Slicer_Matrix0_vine_i32 method) PyBox_f32 (class in multipers.mma_structures) PyBox_f64 (class in multipers.mma_structures) PyBox_i32 (class in multipers.mma_structures) PyBox_i64 (class in multipers.mma_structures) PyModule_f32 (class in multipers.mma_structures) PyModule_f64 (class in multipers.mma_structures) PyModule_i32 (class in multipers.mma_structures) PyModule_i64 (class in multipers.mma_structures) PyMultiDiagram_f32 (class in multipers.mma_structures) PyMultiDiagram_f64 (class in multipers.mma_structures) PyMultiDiagramPoint_f32 (class in multipers.mma_structures) PyMultiDiagramPoint_f64 (class in multipers.mma_structures) PyMultiDiagrams_f32 (class in multipers.mma_structures) PyMultiDiagrams_f64 (class in multipers.mma_structures) PySummand_f32 (class in multipers.mma_structures) PySummand_f64 (class in multipers.mma_structures) PySummand_i32 (class in multipers.mma_structures) PySummand_i64 (class in multipers.mma_structures)

R

random_st() (in module multipers.tests) rank_decomposition_by_rectangles() (in module multipers.ml.signed_betti) reduce_complex() (in module multipers.io) remove_maximal_simplex() (multipers.simplex_tree_multi.SimplexTreeMulti_Ff64 method) (multipers.simplex_tree_multi.SimplexTreeMulti_Fi32 method) (multipers.simplex_tree_multi.SimplexTreeMulti_KFf64 method) (multipers.simplex_tree_multi.SimplexTreeMulti_KFi32 method) representation() (multipers.mma_structures.PyModule_f32 method) (multipers.mma_structures.PyModule_f64 method)

rescale() (multipers.mma_structures.PyModule_f32 method) (multipers.mma_structures.PyModule_f64 method) (multipers.mma_structures.PyModule_i32 method) (multipers.mma_structures.PyModule_i64 method) rescale_sparse_signed_measure() (in module multipers.ml.signed_measures) reset_filtration() (multipers.simplex_tree_multi.SimplexTreeMulti_Ff64 method) (multipers.simplex_tree_multi.SimplexTreeMulti_Fi32 method) (multipers.simplex_tree_multi.SimplexTreeMulti_KFf64 method) (multipers.simplex_tree_multi.SimplexTreeMulti_KFi32 method) reset_graphs() (in module multipers.data.graphs)

S

save() (in module multipers.pickle) save_with_axis() (in module multipers.pickle) save_without_axis() (in module multipers.pickle) scc2disk() (in module multipers.io) scc2disk_old() (in module multipers.io) scc_parser() (in module multipers.io) scc_parser__old() (in module multipers.io) scc_reduce_from_str() (in module multipers.io) scc_reduce_from_str_to_slicer() (in module multipers.io) score_samples() (multipers.ml.convolutions.DTM method) (multipers.ml.convolutions.KDE method) score_samples_diff() (multipers.ml.convolutions.DTM method) set_box() (multipers.mma_structures.PyModule_f32 method) (multipers.mma_structures.PyModule_f64 method) (multipers.mma_structures.PyModule_i32 method) (multipers.mma_structures.PyModule_i64 method) set_dimension() (multipers.simplex_tree_multi.SimplexTreeMulti_Ff64 method) (multipers.simplex_tree_multi.SimplexTreeMulti_Fi32 method) (multipers.simplex_tree_multi.SimplexTreeMulti_KFf64 method) (multipers.simplex_tree_multi.SimplexTreeMulti_KFi32 method) set_fit_request() (multipers.ml.mma.MMAFormatter method) set_graphs() (in module multipers.data.graphs) set_key() (multipers.simplex_tree_multi.SimplexTreeMulti_Ff64 method) (multipers.simplex_tree_multi.SimplexTreeMulti_Fi32 method) (multipers.simplex_tree_multi.SimplexTreeMulti_KFf64 method) (multipers.simplex_tree_multi.SimplexTreeMulti_KFi32 method) set_keys_to_enumerate() (multipers.simplex_tree_multi.SimplexTreeMulti_Ff64 method) (multipers.simplex_tree_multi.SimplexTreeMulti_Fi32 method) (multipers.simplex_tree_multi.SimplexTreeMulti_KFf64 method) (multipers.simplex_tree_multi.SimplexTreeMulti_KFi32 method) set_num_parameter() (multipers.simplex_tree_multi.SimplexTreeMulti_Ff64 method) (multipers.simplex_tree_multi.SimplexTreeMulti_Fi32 method) (multipers.simplex_tree_multi.SimplexTreeMulti_KFf64 method) (multipers.simplex_tree_multi.SimplexTreeMulti_KFi32 method) set_transform_request() (multipers.ml.mma.MMAFormatter method) signed_betti() (in module multipers.ml.signed_betti) signed_measure() (in module multipers) (in module multipers._signed_measure_meta) SignedMeasure2Convolution (class in multipers.ml.signed_measures)

SignedMeasure2SlicedWassersteinDistance (class in multipers.ml.signed_measures) SignedMeasureFormatter (class in multipers.ml.signed_measures) SignedMeasures2SlicedWassersteinDistances (class in multipers.ml.signed_measures) SimplexTree2Dgm (class in multipers.ml.one) simplextree2hist() (in module multipers.ml.one) SimplexTree2Histogram (class in multipers.ml.one) SimplexTree2MMA (class in multipers.ml.mma) SimplexTree2RectangleDecomposition (class in multipers.ml.signed_measures) SimplexTree2SignedMeasure (class in multipers.ml.signed_measures) SimplexTreeEdgeCollapser (class in multipers.ml.tools) SimplexTreeMulti() (in module multipers) (in module multipers.simplex_tree_multi) SimplexTreeMulti_Ff64 (class in multipers.simplex_tree_multi) SimplexTreeMulti_Fi32 (class in multipers.simplex_tree_multi) SimplexTreeMulti_KFf64 (class in multipers.simplex_tree_multi) SimplexTreeMulti_KFi32 (class in multipers.simplex_tree_multi) sinc_kernel() (in module multipers.ml.convolutions) sliced_filtration() (multipers.slicer._KSlicer_GudhiCohomology0_f64 method) (multipers.slicer._KSlicer_GudhiCohomology0_i32 method) (multipers.slicer._KSlicer_Matrix0_f64 method) (multipers.slicer._KSlicer_Matrix0_i32 method) (multipers.slicer._KSlicer_Matrix0_vine_f64 method) (multipers.slicer._KSlicer_Matrix0_vine_i32 method) (multipers.slicer._Slicer_GudhiCohomology0_f64 method) (multipers.slicer._Slicer_GudhiCohomology0_i32 method) (multipers.slicer._Slicer_Matrix0_f64 method) (multipers.slicer._Slicer_Matrix0_i32 method) (multipers.slicer._Slicer_Matrix0_vine_f64 method) (multipers.slicer._Slicer_Matrix0_vine_i32 method) SlicedWassersteinDistance (class in multipers.ml.sliced_wasserstein) Slicer() (in module multipers) (in module multipers._slicer_meta) slicer2blocks() (in module multipers.slicer) sm2diff() (in module multipers.distances) sm_distance() (in module multipers.distances) sm_in_grid() (in module multipers.grids) sms_in_grid() (in module multipers.grids) sort_sm() (in module multipers.tests) sparsify() (in module multipers.point_measure)

T

tensor_möbius_inversion() (in module multipers.ml.signed_measures) test_1() (in module multipers.tests.test_mma) (in module multipers.tests.test_simplextreemulti) (in module multipers.tests.test_slicer) test_2() (in module multipers.tests.test_simplextreemulti) (in module multipers.tests.test_slicer) test_3() (in module multipers.tests.test_hilbert_function) (in module multipers.tests.test_simplextreemulti) (in module multipers.tests.test_slicer) test_4() (in module multipers.tests.test_hilbert_function) (in module multipers.tests.test_simplextreemulti) test_5() (in module multipers.tests.test_hilbert_function) test_backends() (in module multipers.tests.test_signed_measure) test_bitmap() (in module multipers.tests.test_slicer) test_distance_matrix_filling() (in module multipers.tests.test_simplextreemulti) test_flagify() (in module multipers.tests.test_simplextreemulti) test_h0_rips_density() (in module multipers.tests.test_diff_helper) test_h1_rips_density() (in module multipers.tests.test_diff_helper) test_img() (in module multipers.tests.test_mma) test_make_filtration_non_decreasing() (in module multipers.tests.test_simplextreemulti) test_pipeline1() (in module multipers.tests.test_mma) test_pipeline2() (in module multipers.tests.test_mma) test_pruning() (in module multipers.tests.test_slicer) test_rank_decomposition() (in module multipers.tests.test_signed_betti) test_representative_cycles() (in module multipers.tests.test_slicer) test_scc() (in module multipers.tests.test_slicer) test_throw_test() (in module multipers.tests.test_point_clouds) thisptr (multipers.simplex_tree_multi.SimplexTreeMulti_Ff64 attribute) (multipers.simplex_tree_multi.SimplexTreeMulti_Fi32 attribute) (multipers.simplex_tree_multi.SimplexTreeMulti_KFf64 attribute) (multipers.simplex_tree_multi.SimplexTreeMulti_KFi32 attribute) three_annulus() (in module multipers.data.synthetic) to_blocks() (in module multipers.slicer) to_flat_idx() (multipers.mma_structures.PyModule_f32 method) (multipers.mma_structures.PyModule_f64 method) to_idx() (multipers.mma_structures.PyModule_f32 method) (multipers.mma_structures.PyModule_f64 method) to_lazy() (multipers.ml.convolutions.KDE static method) to_multipers() (multipers.mma_structures.PyBox_f32 method) (multipers.mma_structures.PyBox_f64 method) (multipers.mma_structures.PyBox_i32 method) (multipers.mma_structures.PyBox_i64 method) (multipers.mma_structures.PyMultiDiagram_f32 method) (multipers.mma_structures.PyMultiDiagram_f64 method) (multipers.mma_structures.PyMultiDiagrams_f32 method) (multipers.mma_structures.PyMultiDiagrams_f64 method) to_rivet() (multipers.simplex_tree_multi.SimplexTreeMulti_Ff64 method) (multipers.simplex_tree_multi.SimplexTreeMulti_Fi32 method) (multipers.simplex_tree_multi.SimplexTreeMulti_KFf64 method) (multipers.simplex_tree_multi.SimplexTreeMulti_KFi32 method) to_scc() (multipers.simplex_tree_multi.SimplexTreeMulti_Ff64 method) (multipers.simplex_tree_multi.SimplexTreeMulti_Fi32 method) (multipers.simplex_tree_multi.SimplexTreeMulti_KFf64 method) (multipers.simplex_tree_multi.SimplexTreeMulti_KFi32 method) (multipers.slicer._Slicer_GudhiCohomology0_f64 method) (multipers.slicer._Slicer_GudhiCohomology0_i32 method) (multipers.slicer._Slicer_Matrix0_f64 method) (multipers.slicer._Slicer_Matrix0_i32 method) (multipers.slicer._Slicer_Matrix0_vine_f64 method) (multipers.slicer._Slicer_Matrix0_vine_i32 method)

to_scc_function_st() (multipers.simplex_tree_multi.SimplexTreeMulti_Ff64 method) (multipers.simplex_tree_multi.SimplexTreeMulti_Fi32 method) (multipers.simplex_tree_multi.SimplexTreeMulti_KFf64 method) (multipers.simplex_tree_multi.SimplexTreeMulti_KFi32 method) to_scc_kcritical() (multipers.simplex_tree_multi.SimplexTreeMulti_Ff64 method) (multipers.simplex_tree_multi.SimplexTreeMulti_Fi32 method) (multipers.simplex_tree_multi.SimplexTreeMulti_KFf64 method) (multipers.simplex_tree_multi.SimplexTreeMulti_KFi32 method) to_simplextree() (in module multipers.slicer) todense() (in module multipers.grids) (in module multipers.torch.diff_grids) Torch2SimplexTree (class in multipers.data.pytorch2simplextree) torch_geometric_2nx() (in module multipers.data.pytorch2simplextree) transform() (multipers.data.graphs.Graph2SimplexTrees method) (multipers.data.pytorch2simplextree.Torch2SimplexTree method) (multipers.ml.kernels.DistanceList2DistanceMatrix method) (multipers.ml.kernels.DistanceMatrices2DistancesList method) (multipers.ml.kernels.DistanceMatrix2DistanceList method) (multipers.ml.kernels.DistanceMatrix2Kernel method) (multipers.ml.kernels.DistancesLists2DistanceMatrices method) (multipers.ml.mma.FilteredComplex2MMA method) (multipers.ml.mma.MMA2IMG method) (multipers.ml.mma.MMA2Landscape method) (multipers.ml.mma.MMAFormatter method) (multipers.ml.one.Dgm2Histogram method) (multipers.ml.one.Dgms2Image method) (multipers.ml.one.Dgms2Landscapes method) (multipers.ml.one.Dgms2SignedMeasureDistance method) (multipers.ml.one.Dgms2SignedMeasureHistogram method) (multipers.ml.one.Dgms2SignedMeasureImage method) (multipers.ml.one.Dgms2SlicedWassersteinDistanceMatrices method) (multipers.ml.one.Dgms2SWK method) (multipers.ml.one.DiagramShuffle method) (multipers.ml.one.FilvecGetter method) (multipers.ml.one.Graph2SimplexTree method) (multipers.ml.one.PointCloud2SimplexTree method) (multipers.ml.one.SimplexTree2Dgm method) (multipers.ml.one.SimplexTree2Histogram method) (multipers.ml.point_clouds.PointCloud2FilteredComplex method) (multipers.ml.signed_measures.DegreeRips2SignedMeasure method) (multipers.ml.signed_measures.FilteredComplex2SignedMeasure method) (multipers.ml.signed_measures.SignedMeasure2Convolution method) (multipers.ml.signed_measures.SignedMeasure2SlicedWassersteinDistance method) (multipers.ml.signed_measures.SignedMeasureFormatter method) (multipers.ml.signed_measures.SignedMeasures2SlicedWassersteinDistances method) (multipers.ml.signed_measures.SimplexTree2RectangleDecomposition method) (multipers.ml.sliced_wasserstein.SlicedWassersteinDistance method) (multipers.ml.sliced_wasserstein.WassersteinDistance method) (multipers.ml.tools.SimplexTreeEdgeCollapser method) transform1() (multipers.ml.signed_measures.FilteredComplex2SignedMeasure method) translate() (multipers.mma_structures.PyModule_f32 method) (multipers.mma_structures.PyModule_f64 method) (multipers.mma_structures.PyModule_i32 method) (multipers.mma_structures.PyModule_i64 method)

U

unsparse_signed_measure() (multipers.ml.signed_measures.SignedMeasureFormatter method) unsqueeze() (multipers.slicer._Slicer_GudhiCohomology0_f64 method) (multipers.slicer._Slicer_GudhiCohomology0_i32 method) (multipers.slicer._Slicer_Matrix0_f64 method) (multipers.slicer._Slicer_Matrix0_i32 method) (multipers.slicer._Slicer_Matrix0_vine_f64 method) (multipers.slicer._Slicer_Matrix0_vine_i32 method)

upper_bound_dimension() (multipers.simplex_tree_multi.SimplexTreeMulti_Ff64 method) (multipers.simplex_tree_multi.SimplexTreeMulti_Fi32 method) (multipers.simplex_tree_multi.SimplexTreeMulti_KFf64 method) (multipers.simplex_tree_multi.SimplexTreeMulti_KFi32 method)

V

vine_update() (multipers.slicer._KSlicer_Matrix0_vine_f64 method) (multipers.slicer._KSlicer_Matrix0_vine_i32 method) (multipers.slicer._Slicer_Matrix0_vine_f64 method) (multipers.slicer._Slicer_Matrix0_vine_i32 method)

W

wasserstein_1() (multipers.ml.one.Dgms2SignedMeasureDistance static method)

WassersteinDistance (class in multipers.ml.sliced_wasserstein)

Z

zero_out_sm() (in module multipers.point_measure)

zero_out_sms() (in module multipers.point_measure)