def sweep$\_$louvain$\_$resolutions$($G: nx$.$Graph, min$\_$resolution: int$=1,$ max$\_$resolution: int$=10)->$ Tuple$[$List$[$int$],$ List$[$float$]]$:

$"""$

Inputs:

G: NetworkX graph object

min$\_$resolution : integer

max$\_$resolution : integer

Returns:

Tuple of list of resolutions and list of NMIs

$"""$

return resolutions, nmis

def plot$\_$nmi$\_$vs$\_$resolution$($resolutions: List$[$int$],$ nmis: List$[$float$],$ save: bool$=$False$)->$ None:

$"""$

Inputs:

min$\_$resolution : integer

max$\_$resolution : integer

save: boolean

Returns:

None

$"""$

if save:

plt$.$savefig$(\text{'}1\_2\_1.$png$\text{'})$

plt$.$show$()$