def save_params(self, store, key):
"""
Save the parameters to a HDFStore.
Notes:
Performs an IO operation.
Args:
store (pandas.HDFStore): the writeable stream for the params.
key (str): the path for the layer params.
Returns:
None
"""
for i, ip in enumerate(self.params):
df_params = pandas.DataFrame(be.to_numpy_array(ip))
store.put(os.path.join(key, 'parameters', 'key'+str(i)), df_params)
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