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QuaPy/distribution_matching/tmp/check_hyperparams.py

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Python

import pickle
import os
dataset = 'lequa/T1B'
for metric in ['mae', 'mrae']:
print('metric', metric)
for method in ['KDEy-DMhd4', 'KDEy-DMhd4+', 'KDEy-DMhd4++']:
path = f'/home/moreo/QuaPy/distribution_matching/results/{dataset}/{metric}/{method}.hyper.pkl'
if os.path.exists(path):
obj = pickle.load(open(path, 'rb'))
print(method, obj)
else:
print(f'path {path} does not exist')
print()