Merge remote-tracking branch 'origin/main'

netbone/Utils/utils.py

-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