22 lines
337 B
Python
22 lines
337 B
Python
import numpy as np
|
|
import torch
|
|
|
|
|
|
|
|
|
|
def hooklogdet(K, labels=None):
|
|
s, ld = np.linalg.slogdet(K)
|
|
return ld
|
|
|
|
def random_score(jacob, label=None):
|
|
return np.random.normal()
|
|
|
|
|
|
_scores = {
|
|
'hook_logdet': hooklogdet,
|
|
'random': random_score
|
|
}
|
|
|
|
def get_score_func(score_name):
|
|
return _scores[score_name]
|