Index

_

__init__() (magnet._absaggmodels.AgglomerationModel method) (magnet.aggmodels.gnn.GeometricGNN method) (magnet.aggmodels.gnn.GNN method) (magnet.aggmodels.gnn.ReinforceLearnGNN method) (magnet.aggmodels.kmeans.KMEANS method) (magnet.aggmodels.metis.METIS method) (magnet.aggmodels.refiner.DRLRefiner method) (magnet.aggmodels.refiner.RefGatti method), [1] (magnet.aggmodels.refiner.Reyyy method), [1] (magnet.aggmodels.rlpartitioner.ContigDRLCP method) (magnet.aggmodels.rlpartitioner.DRLCoarsePartioner method) (magnet.aggmodels.rlpartitioner.DRLCPGatti method), [1] (magnet.aggmodels.rlpartitioner.WeakContigDRLCP method), [1] (magnet.aggmodels.sagebase.SageBase method), [1] (magnet.aggmodels.sagebase.SageBase2D method), [1] (magnet.aggmodels.sagebase.SageRes method), [1] (magnet.aggmodels.sageheterogeneous.GNNHeterogeneous method) (magnet.aggmodels.sageheterogeneous.SageHeterogeneous method), [1] (magnet.cell.Cell method), [1] (magnet.cell.Hexahedron method) (magnet.cell.Polygon method) (magnet.cell.Polyhedron method) (magnet.cell.Pyramid method) (magnet.cell.Quad method) (magnet.cell.Tetrahedron method) (magnet.cell.Triangle method) (magnet.mesh.AggMesh method), [1] (magnet.mesh.AggMeshDataset method), [1] (magnet.mesh.Boundary method), [1] (magnet.mesh.Mesh method), [1] (magnet.mesh.MeshDataset method), [1]

A

A2C_train() (magnet.aggmodels.gnn.ReinforceLearnGNN method) (magnet.aggmodels.refiner.DRLRefiner method) ac_eval() (magnet.aggmodels.rlpartitioner.DRLCoarsePartioner method) add_mesh() (magnet.mesh.MeshDataset method) agglomerate() (magnet._absaggmodels.AgglomerationModel method), [1] agglomerate_dataset() (magnet._absaggmodels.AgglomerationModel method), [1]

AgglomerationModel (class in magnet._absaggmodels) AggMesh (class in magnet.mesh) AggMeshDataset (class in magnet.mesh) align_to_x_axis() (in module magnet.graph_utils) area() (magnet.cell.Polygon method) (magnet.cell.Triangle method) area_perimeter_ratio() (magnet.mesh.AggMesh method)

B

bisect() (magnet._absaggmodels.AgglomerationModel method), [1] bisection_mult_factor() (magnet._absaggmodels.AgglomerationModel method), [1]

bisection_Nref() (magnet._absaggmodels.AgglomerationModel method), [1] bisection_segregated() (magnet._absaggmodels.AgglomerationModel method) Boundary (class in magnet.mesh)

C

Cell (class in magnet.cell) centroid() (magnet.cell.Polygon method) (magnet.cell.Tetrahedron method) (magnet.cell.Triangle method) change_vert() (magnet.aggmodels.gnn.ReinforceLearnGNN method) circle_ratio() (magnet.mesh.AggMesh method) circular_holes() (in module magnet.generate) circular_inclusions() (in module magnet.generate) closest_to_face() (in module magnet.geometric_utils) closest_to_segment() (in module magnet.geometric_utils) closest_to_triangle() (in module magnet.geometric_utils) coarsen() (magnet._absaggmodels.AgglomerationModel method)

compare_quality() (magnet.mesh.AggMeshDataset method) compute_episode_length() (magnet.aggmodels.gnn.ReinforceLearnGNN method) (magnet.aggmodels.refiner.DRLRefiner method) (magnet.aggmodels.rlpartitioner.DRLCoarsePartioner method) compute_quality_metrics() (magnet.mesh.AggMeshDataset method) ContigDRLCP (class in magnet.aggmodels.rlpartitioner) convexHull_center() (in module magnet.geometric_utils) create_dataset() (in module magnet.io) create_grouped_boxplots() (in module magnet.mesh) cut() (in module magnet.graph_utils) (magnet.aggmodels.refiner.DRLRefiner method) (magnet.aggmodels.rlpartitioner.DRLCoarsePartioner method)

D

dataset_2D() (in module magnet.generate) dataset_2D_hetero() (in module magnet.generate) dataset_3D() (in module magnet.generate) delaunay_tria() (in module magnet.generate) direct_k_way() (magnet.aggmodels.kmeans.KMEANS method) (magnet.aggmodels.metis.METIS method)

double_circle() (in module magnet.generate) DRLCoarsePartioner (class in magnet.aggmodels.rlpartitioner) DRLCPGatti (class in magnet.aggmodels.rlpartitioner) DRLRefiner (class in magnet.aggmodels.refiner)

E

ENC_multiple() (in module magnet.graph_utils) expected_normalized_cut() (in module magnet.graph_utils)

exploded_view() (in module magnet.io) extract_boundary() (in module magnet.io)

F

forward() (magnet.aggmodels.refiner.RefGatti method) (magnet.aggmodels.refiner.Reyyy method) (magnet.aggmodels.rlpartitioner.ContigDRLCP method) (magnet.aggmodels.rlpartitioner.DRLCPGatti method) (magnet.aggmodels.rlpartitioner.WeakContigDRLCP method) (magnet.aggmodels.sagebase.SageBase method) (magnet.aggmodels.sagebase.SageBase2D method) (magnet.aggmodels.sagebase.SageRes method) (magnet.aggmodels.sageheterogeneous.SageHeterogeneous method)

G

generate_cube() (in module magnet.generate) generate_cube_portion() (in module magnet.generate) generate_dataset_heterogeneous() (in module magnet.generate) generate_Heterogeneous_cube() (in module magnet.generate) GeometricGNN (class in magnet.aggmodels.gnn) get_mean_quality_metrics() (magnet.mesh.AggMesh method) get_number_of_parameters() (magnet.aggmodels.gnn.GNN method) get_quality_metrics() (magnet.mesh.AggMesh method)

get_sample() (magnet.aggmodels.gnn.GeometricGNN method) (magnet.aggmodels.gnn.GNN method) (magnet.aggmodels.refiner.DRLRefiner method) (magnet.aggmodels.rlpartitioner.ContigDRLCP method) (magnet.aggmodels.rlpartitioner.DRLCoarsePartioner method) (magnet.aggmodels.rlpartitioner.WeakContigDRLCP method) (magnet.aggmodels.sageheterogeneous.GNNHeterogeneous method) GNN (class in magnet.aggmodels.gnn) GNNHeterogeneous (class in magnet.aggmodels.sageheterogeneous)

H

heterogeneous_square() (in module magnet.generate)

Hexahedron (class in magnet.cell) holed_square() (in module magnet.generate)

I

inscribed_diameter() (magnet.cell.Cell method) (magnet.cell.Polygon method) (magnet.cell.Polyhedron method)

is_counterclockwise() (magnet.cell.Polygon method) is_inside() (magnet.cell.Cell method) (magnet.cell.Polygon method) (magnet.cell.Polyhedron method)

K

k_hop_graph_cut() (magnet.aggmodels.refiner.DRLRefiner method)

KMEANS (class in magnet.aggmodels.kmeans)

L

linear_constrained_least_squares() (in module magnet.geometric_utils) load_dataset() (in module magnet.io) load_graph_dataset() (in module magnet.io) load_mat_dataset() (in module magnet.io)

load_mesh() (in module magnet.io) load_model() (magnet.aggmodels.gnn.GNN method) loss_function() (magnet.aggmodels.gnn.GeometricGNN method) (magnet.aggmodels.sageheterogeneous.GNNHeterogeneous method) loss_heterogeneous_domains() (in module magnet.graph_utils)

M

magnet module magnet._absaggmodels module magnet.aggmodels module magnet.aggmodels.gnn module magnet.aggmodels.kmeans module magnet.aggmodels.metis module magnet.aggmodels.refiner module magnet.aggmodels.rlpartitioner module magnet.aggmodels.sagebase module magnet.aggmodels.sageheterogeneous module magnet.cell module magnet.generate module magnet.geometric_utils module magnet.graph_utils module magnet.io module

magnet.lymphcomm module magnet.mesh module maximum_sq_distance() (in module magnet.geometric_utils) merge() (magnet.mesh.MeshDataset method) Mesh (class in magnet.mesh) mesh_elements_sizes() (magnet.mesh.AggMesh method) MeshDataset (class in magnet.mesh) METIS (class in magnet.aggmodels.metis) mixed_tets_hexa() (in module magnet.generate) module magnet magnet._absaggmodels magnet.aggmodels magnet.aggmodels.gnn magnet.aggmodels.kmeans magnet.aggmodels.metis magnet.aggmodels.refiner magnet.aggmodels.rlpartitioner magnet.aggmodels.sagebase magnet.aggmodels.sageheterogeneous magnet.cell magnet.generate magnet.geometric_utils magnet.graph_utils magnet.io magnet.lymphcomm magnet.mesh multi_eval() (magnet.aggmodels.rlpartitioner.DRLCoarsePartioner method) multilevel_bisection() (magnet._absaggmodels.AgglomerationModel method)

N

neighbours() (in module magnet.graph_utils) non_homogeneous_fraction() (magnet.mesh.AggMesh method) normalize() (magnet.aggmodels.gnn.GeometricGNN method) (magnet.aggmodels.rlpartitioner.WeakContigDRLCP method) (magnet.aggmodels.sageheterogeneous.GNNHeterogeneous method)

normalized_cut() (in module magnet.graph_utils)

O

objective() (magnet.aggmodels.refiner.DRLRefiner method)

P

perimeter() (magnet.cell.Polygon method) Polygon (class in magnet.cell) polygon_area_vector() (in module magnet.geometric_utils)

polygon_centroid() (in module magnet.geometric_utils) Polyhedron (class in magnet.cell) project() (in module magnet.geometric_utils) Pyramid (class in magnet.cell)

Q

Quad (class in magnet.cell)

R

randomrotate() (in module magnet.graph_utils) RefGatti (class in magnet.aggmodels.refiner) ReinforceLearnGNN (class in magnet.aggmodels.gnn) reward_function() (magnet.aggmodels.gnn.ReinforceLearnGNN method) (magnet.aggmodels.refiner.DRLRefiner method) (magnet.aggmodels.rlpartitioner.DRLCoarsePartioner method) (magnet.aggmodels.rlpartitioner.WeakContigDRLCP method)

Reyyy (class in magnet.aggmodels.refiner)

S

SageBase (class in magnet.aggmodels.sagebase) SageBase2D (class in magnet.aggmodels.sagebase) SageHeterogeneous (class in magnet.aggmodels.sageheterogeneous) SageRes (class in magnet.aggmodels.sagebase) save_graph() (in module magnet.io) save_mesh() (in module magnet.io)

save_model() (magnet.aggmodels.gnn.GNN method) shoelace_formula() (in module magnet.geometric_utils) sort_nodes() (magnet.cell.Polygon method) structured_quads() (in module magnet.generate) structured_tria() (in module magnet.generate) subgraph() (magnet.mesh.Mesh method) surface_area() (magnet.cell.Polyhedron method)

T

tetrahedra_from_stl() (in module magnet.generate) Tetrahedron (class in magnet.cell) tetrahedron_center() (in module magnet.geometric_utils)

tetrahedron_volume() (in module magnet.geometric_utils) train_GNN() (magnet.aggmodels.gnn.GeometricGNN method) Triangle (class in magnet.cell)

U

uniformity_factor() (magnet.mesh.AggMesh method) update_state() (magnet.aggmodels.gnn.ReinforceLearnGNN method) (magnet.aggmodels.refiner.DRLRefiner method) (magnet.aggmodels.rlpartitioner.ContigDRLCP method) (magnet.aggmodels.rlpartitioner.DRLCoarsePartioner method)

V

view() (magnet.mesh.AggMesh method) view_using_gmsh_fltk() (in module magnet.generate) visualize_as_graph() (magnet.mesh.Mesh method) volume() (magnet.cell.Polyhedron method) (magnet.cell.Tetrahedron method) volume_center() (magnet.cell.Cell method) (magnet.cell.Hexahedron method) (magnet.cell.Polygon method) (magnet.cell.Polyhedron method) (magnet.cell.Pyramid method) (magnet.cell.Tetrahedron method)

volumes() (in module magnet.graph_utils) (magnet.aggmodels.refiner.DRLRefiner method) (magnet.aggmodels.rlpartitioner.DRLCoarsePartioner method) volumes_difference() (magnet.mesh.AggMesh method) voronoi_tess() (in module magnet.generate)

W

WeakContigDRLCP (class in magnet.aggmodels.rlpartitioner)