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import yaml
# TODO: add function should be changed
class HParams(object):
# Hyperparameter class using yaml
def __init__(self, **kwargs):
self.__dict__ = kwargs
def add(self, **kwargs):
# change is needed - if key is existed, do not update.
self.__dict__.update(kwargs)
def update(self, **kwargs):
self.__dict__.update(kwargs)
return self
def save(self, path):
with open(path, 'w') as f:
yaml.dump(self.__dict__, f)
return self
def __repr__(self):
return '\nHyperparameters:\n' + '\n'.join([' {}={}'.format(k, v) for k, v in self.__dict__.items()])
@classmethod
def load(cls, path):
with open(path, 'r') as f:
return cls(**yaml.load(f, Loader=yaml.FullLoader))
if __name__ == '__main__':
hparams = HParams.load('hparams.yaml')
print(hparams)
d = {"MemoryNetwork": 0, "c": 1}
hparams.add(**d)
print(hparams)
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