autobazaar.utils module

Functions

encode_score(scorer, expected, observed)
ensure_dir(directory)	Create diretory if it does not exist yet.
make_dumpable(params[, datetimes])	Get nested dicts of params to allow json dumping.
make_keras_picklable()	Make the keras models picklable.
remove_dots(document)	Replace dots with dashes in all the keys from the dictionary.
restore_dots(document)	Replace dashes with dots in all the keys from the dictionary.

autobazaar.utils.encode_score(scorer, expected, observed)

autobazaar.utils.ensure_dir(directory)

Create diretory if it does not exist yet.

autobazaar.utils.make_dumpable(params, datetimes=False)

Get nested dicts of params to allow json dumping.

Also work around this: https://github.com/HDI-Project/BTB/issues/79 And convert numpy types to primitive types.

Optionally dump datetimes to ISO format.

Parameters

• params (dict) – Params dictionary with tuples as keys.

• datetimes (bool) – whether to convert datetimes to ISO strings or not.

Returns

Dumpable params as a tree of dicts and nested sub-dicts.

Return type

dict

autobazaar.utils.make_keras_picklable()

Make the keras models picklable.

autobazaar.utils.remove_dots(document)

Replace dots with dashes in all the keys from the dictionary.

autobazaar.utils.restore_dots(document)

Replace dashes with dots in all the keys from the dictionary.