- Fix number of features for raw explanations when using LinearExplainableModel - Fix explanation dashboard json serialization issue
0.15.3
- fix issue with serializing the lightgbm surrogate model on mimic explainer for lightgbm >= 3.0.0
0.15.2
- add eval_data to get_raw_explanation - remove use_cdn from explanation dashboard - fix credentialed VM response data when using axios library - reuse version in sphinx build
0.15.1
- fix tolist error for sparse feature importances and sparse raw_to_output_map on creating raw explanation - move LIME from azureml-contrib-interpret package to interpret-community - fix error during visualization on explanation with id for eval_y_predicted and eval_y_predicted_proba in datasets mixin - add true_y parameter to ExplanationDashboard notebooks to demonstrate additional functionality
0.15.0
- remove visualization directory as it is being moved to a common respository - update tests to support lightgbm 3.0 update - optimize data mapper memory usage - update CDN path for widget - add mimic explainer test for high-dimensional dense raw features explanation - fix lightgbm 3.0 support by densifying input matrix to reenable tests - fix issues with importing version in setup.py before dependencies installed
0.14.4
- fix open in new tab on public VMs (specifically tested on Azure DSVM) - handle case where classifier has predict function that returns probabilities in model wrapper - added tests for shap_values_output for tree explainer and mimic explainer, fixed issue with XGBoost and TreeExplainer case