def compare_networks(model_1, model_2, pos=None, showfig=True, figsize=(15,8), verbose=3):
"""Compare networks of two models.
Parameters
----------
model_1 : dict
Results of model 1..
model_2 : dict
Results of model 2..
pos : graph, optional
Coordinates of the network. If there are provided, the same structure will be used to plot the network.. The default is None.
showfig : bool, optional
plot figure. The default is True.
figsize : tuple, optional
Figure size.. The default is (15,8).
verbose : int, optional
Print progress to screen. The default is 3.
0: None, 1: ERROR, 2: WARN, 3: INFO (default), 4: DEBUG, 5: TRACE
Returns
-------
tuple containing (scores, adjmat_diff)
scores : Score of differences between the two input models.
adjmat_diff : Adjacency matrix depicting the differences between the two input models.
"""
[scores, adjmat_diff] = network.compare_networks(model_1['adjmat'], model_2['adjmat'], pos=pos, showfig=showfig, width=figsize[0], height=figsize[1], verbose=verbose)
return(scores, adjmat_diff)
def compare_networks(adjmat_true,
adjmat_pred,
pos=None,
showfig=True,
width=15,
height=8,
verbose=3):
[scores, adjmat_diff] = network.compare_networks(adjmat_true,
adjmat_pred,
pos=pos,
showfig=showfig,
width=width,
height=height,
verbose=verbose)
return (scores, adjmat_diff)
def compare_networks(model_1,
model_2,
pos=None,
showfig=True,
figsize=(15, 8),
verbose=3):
"""Compare networks of two models.
Parameters
----------
model_1 : dict
Results of model 1..
model_2 : dict
Results of model 2..
pos : graph, optional
Coordinates of the network. If there are provided, the same structure will be used to plot the network.. The default is None.
showfig : bool, optional
plot figure. The default is True.
figsize : tuple, optional
Figure size.. The default is (15,8).
verbose : int, optional
Print progress to screen. The default is 3.
0: NONE
1: ERROR
2: WARNING
3: INFO (default)
4: DEBUG
5: TRACE
Returns
-------
dict.
"""
[scores, adjmat_diff] = network.compare_networks(model_1['adjmat'],
model_2['adjmat'],
pos=pos,
showfig=showfig,
width=figsize[0],
height=figsize[1],
verbose=verbose)
return (scores, adjmat_diff)