stgraph.graph.dynamic.naive package

Submodules

stgraph.graph.dynamic.naive.naive_graph module

Represent Dynamic Graphs using CSR in STGraph.

class stgraph.graph.dynamic.naive.naive_graph.NaiveGraph(edge_list: list, max_num_nodes: int)

Bases: DynamicGraph

Represent Dynamic Graphs using CSR in STGraph.

TODO: Add a paragraph explaining about GPMA in brief.

Example:

from stgraph.graph import NaiveGraph
from stgraph.dataset import EnglandCovidDataLoader

eng_covid = EnglandCovidDataLoader()

G = NaiveGraph(
    edge_list = eng_covid.get_edges(),
    max_num_nodes = max(eng_covid.gdata["num_nodes"]),
)

param edge_list:

Edge list of the graph across all timestamps

type edge_list:

list

param max_num_nodes:

Maximum number of nodes present in the graph across all timestamps

type max_num_nodes:

int

TODO

Type:

.

graph_type() → str

Return the graph type.

in_degrees() → ndarray

TODO:.

out_degrees() → ndarray

TODO:.

Module contents

Represent Dynamic Graphs using CSR in STGraph.