# 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)
# 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)
# 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)
# 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)
# 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
)
# 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)
