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wayofnumbers/FMNIST-RunBuilder.py

Created October 22, 2019 21:56
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FMNIST-RunBuilder
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FMNIST-RunBuilder.py
# import modules to build RunBuilder and RunManager helper classes
from collections import OrderedDict
from collections import namedtuple
from itertools import product
# Read in the hyper-parameters and return a Run namedtuple containing all the
# combinations of hyper-parameters
class RunBuilder():
@staticmethod
def get_runs(params):
Run = namedtuple('Run', params.keys())
runs = []
for v in product(*params.values()):
runs.append(Run(*v))
return runs
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