Python load_class_extensions Examples

Example #1

# Copyright (c) 2019 Microsoft Corporation
# Distributed under the MIT software license

import sys
from interpret.ext.extension_utils import load_class_extensions
from interpret.ext.extension import GLASSBOX_EXTENSION_KEY, _is_valid_glassbox_explainer

load_class_extensions(sys.modules[__name__], GLASSBOX_EXTENSION_KEY,
                      _is_valid_glassbox_explainer)

Example #2

File: __init__.py Project: Micseb/InterpretML

# Copyright (c) 2019 Microsoft Corporation
# Distributed under the MIT software license

import sys
from interpret.ext.extension_utils import load_class_extensions
from interpret.ext.extension import PROVIDER_EXTENSION_KEY, _is_valid_provider

load_class_extensions(sys.modules[__name__], PROVIDER_EXTENSION_KEY,
                      _is_valid_provider)

Example #3

# Copyright (c) 2019 Microsoft Corporation
# Distributed under the MIT software license

import sys
from interpret.ext.extension_utils import load_class_extensions
from interpret.ext.extension import BLACKBOX_EXTENSION_KEY, _is_valid_blackbox_explainer

load_class_extensions(sys.modules[__name__], BLACKBOX_EXTENSION_KEY,
                      _is_valid_blackbox_explainer)

Example #4

File: __init__.py Project: wamartin-aml/interpret

# Copyright (c) 2019 Microsoft Corporation
# Distributed under the MIT software license

import logging
import sys

from interpret.ext.extension_utils import load_class_extensions

module_logger = logging.getLogger(__name__)

BLACKBOX_EXTENSION_KEY = "interpret_ext_blackbox"


def _is_valid_blackbox_explainer(proposed_blackbox_explainer):
    for explanation_type in ["local", "global", "perf", "data"]:
        if hasattr(proposed_blackbox_explainer, "explain_" + explanation_type):
            return True
    return False


# How to get the current module
# https://stackoverflow.com/questions/1676835
current_module = sys.modules[__name__]

load_class_extensions(current_module, BLACKBOX_EXTENSION_KEY,
                      _is_valid_blackbox_explainer)

Example #5

File: __init__.py Project: Micseb/InterpretML

# Copyright (c) 2019 Microsoft Corporation
# Distributed under the MIT software license

import sys
from interpret.ext.extension_utils import load_class_extensions
from interpret.ext.extension import PERF_EXTENSION_KEY, _is_valid_perf_explainer

load_class_extensions(
    sys.modules[__name__], PERF_EXTENSION_KEY, _is_valid_perf_explainer
)

Example #6

File: __init__.py Project: Micseb/InterpretML

# Copyright (c) 2019 Microsoft Corporation
# Distributed under the MIT software license

import sys
from interpret.ext.extension_utils import load_class_extensions
from interpret.ext.extension import DATA_EXTENSION_KEY, _is_valid_data_explainer

load_class_extensions(sys.modules[__name__], DATA_EXTENSION_KEY,
                      _is_valid_data_explainer)