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Update explainer_base.py #424

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2af7562
Update explainer_base.py
praveenjune17 Dec 23, 2023
fb2a5db
Update private_data_interface.py
praveenjune17 Dec 23, 2023
bf085e2
Update conftest.py
praveenjune17 Jan 1, 2024
73eee99
Update test_explainer_base.py
praveenjune17 Jan 1, 2024
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6 changes: 1 addition & 5 deletions dice_ml/data_interfaces/private_data_interface.py
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Original file line number Diff line number Diff line change
Expand Up @@ -182,11 +182,7 @@ def get_features_range(self, permitted_range_input=None, features_dict=None):

ranges = {}
# Getting default ranges based on the dataset
for feature in features_dict:
if type(features_dict[feature][0]) is int: # continuous feature
ranges[feature] = features_dict[feature]
else:
ranges[feature] = features_dict[feature]
ranges[feature] = features_dict[feature]
feature_ranges_orig = ranges.copy()
# Overwriting the ranges for a feature if input provided
if permitted_range_input is not None:
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7 changes: 1 addition & 6 deletions dice_ml/explainer_interfaces/explainer_base.py
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Original file line number Diff line number Diff line change
Expand Up @@ -250,12 +250,7 @@ def setup(self, features_to_vary, permitted_range, query_instance, feature_weigh
if features_to_vary == 'all':
features_to_vary = self.data_interface.feature_names

if permitted_range is None: # use the precomputed default
self.feature_range = self.data_interface.permitted_range
feature_ranges_orig = self.feature_range
else: # compute the new ranges based on user input
self.feature_range, feature_ranges_orig = self.data_interface.get_features_range(permitted_range)

self.feature_range, feature_ranges_orig = self.data_interface.get_features_range(permitted_range)
self.check_query_instance_validity(features_to_vary, permitted_range, query_instance, feature_ranges_orig)

return features_to_vary
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