diff --git a/netbone/utils/__init__.py b/netbone/utils/__init__.py new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/netbone/utils/narrate.py b/netbone/utils/narrate.py new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/netbone/utils/utils.py b/netbone/utils/utils.py new file mode 100644 index 0000000000000000000000000000000000000000..0f31d2cef2682fb5e73637181578829382353704 --- /dev/null +++ b/netbone/utils/utils.py @@ -0,0 +1,24 @@ +import numpy as np +import pandas as pd +import networkx as nx + + +def lcc(G): + return G.subgraph(max(nx.connected_components(G), key=len)).copy() +def cumulative_dist(name, method, values, increasing=True): + if increasing: + x = -np.sort(-np.array(values)) + else: + x = np.sort(values) + y = np.arange(1, len(x) + 1)/len(x) + + df = pd.DataFrame(index=x) + df.index.name = name + df[method] = y + return df + +def edge_properties(df): + columns = list(df.columns) + columns.remove('source') + columns.remove('target') + return columns