alibi_detect.metrics.utils module

class alibi_detect.metrics.utils.NumpyEncoder(*, skipkeys=False, ensure_ascii=True, check_circular=True, allow_nan=True, sort_keys=False, indent=None, separators=None, default=None)[source]

Bases: json.encoder.JSONEncoder

default(obj)[source]

Implement this method in a subclass such that it returns a serializable object for o, or calls the base implementation (to raise a TypeError).

For example, to support arbitrary iterators, you could implement default like this:

def default(self, o):
    try:
        iterable = iter(o)
    except TypeError:
        pass
    else:
        return list(iterable)
    # Let the base class default method raise the TypeError
    return JSONEncoder.default(self, o)
alibi_detect.metrics.utils.creme_hist_to_dict(hist)[source]
Return type

dict

alibi_detect.metrics.utils.get_creme_value(metric)[source]
alibi_detect.metrics.utils.map_nested_dicts(ob, func)[source]
Return type

dict