topobench.transforms.liftings.graph2combinatorial package#

Submodules#

topobench.transforms.liftings.graph2combinatorial.base module#

Abstract class for lifting graphs to combinatorial complexes.

class topobench.transforms.liftings.graph2combinatorial.base.Graph2CombinatorialLifting(**kwargs)#

Bases: GraphLifting

Abstract class for lifting graphs to combinatorial complexes.

Parameters:

**kwargsoptional: Additional arguments for the class.

topobench.transforms.liftings.graph2combinatorial.graph_induced_cc module#

GraphInducedCC lifting of graphs to combinatorial complexes.

class topobench.transforms.liftings.graph2combinatorial.graph_induced_cc.GraphTriangleInducedCC(**kwargs)#

Bases: Graph2CombinatorialLifting

Lift graph to combinatorial complexes.

Parameters:

**kwargsoptional: Additional arguments for the class.

lift_topology(data: Data) → Data | dict#

Lift the topology of a graph to a combinatorial complex.

Parameters:

datatorch_geometric.data.Data: The input data to be lifted.

Returns:

dict: The lifted topology.

topobench.transforms.liftings.graph2combinatorial.graph_induced_cc.build_paths(overlap_pairs)#

Find overlapint sequesnces.

Parameters:

overlap_pairslist: List of pairs of overlapping triangles.

Returns:

list: List of sequences of overlaping triangles.

topobench.transforms.liftings.graph2combinatorial.graph_induced_cc.find_overlapping_paths(lists)#

Find ovelaping triabgles and their seuqences.

Parameters:

listslist: List of triangles.

Returns:

list: List of sequences of overlaping triangles.

Module contents#

Graph2Combinatorial liftings with automated exports.

class topobench.transforms.liftings.graph2combinatorial.Graph2CombinatorialLifting(**kwargs)#

Bases: GraphLifting

Abstract class for lifting graphs to combinatorial complexes.

Parameters:

**kwargsoptional: Additional arguments for the class.

class topobench.transforms.liftings.graph2combinatorial.GraphTriangleInducedCC(**kwargs)#

Bases: Graph2CombinatorialLifting

Lift graph to combinatorial complexes.

Parameters:

**kwargsoptional: Additional arguments for the class.

lift_topology(data: Data) → Data | dict#

Lift the topology of a graph to a combinatorial complex.

Parameters:

datatorch_geometric.data.Data: The input data to be lifted.

Returns:

dict: The lifted topology.