release raiwidgets and responsibleai 0.15.0 (#1045)

CHANGES.md

@@ -24,6 +24,45 @@ this file to understand what changed.
 - bug fixes
 - other
 
+## v0.15.0
+
+- new features
+  - ## Model Analysis
+    - move raw data into /data directory
+    - perform schema validations during compute and load
+    - rename model analysis to rai insights
+    - rename ModelAnalysisDashboard to ResponsibleAIDashboard
+    - directory based state management for model analysis tools
+    - add .json extension to train and test dataset
+  - ## Error Analysis
+    - port ErrorReport schema validation for error analysis to responsibleai
+    - add error analysis error importances (aka correlation of features with error) to model analyzer API
+    - add support for special classification outcome filter to error analysis backend to work with model analysis filters
+  - ## Counterfactual
+    - remove save as new data point option for read-only mode on What-if counterfactual
+    - split counterfactual output into individual json files
+    - add support for non-string categorical values
+- bug fixes
+  - ## Model Analysis
+    - fix cohort text out of button box
+    - fix bug when the tree node has 0 errors and N correct, the raw data table shows the opposite with N+1 errors and -1 correct.
+    - when classes are not passed, sort them automatically in RAIInsights
+    - fix composite filter issues
+  - ## Counterfactual
+    - fix sort feature columns by counterfactual
+  - ## Error Analysis
+    - fix map shift text not being clear, provide conditional dialog text based on current view
+    - fix tree map connection line doubled after switching to dark theme
+- ## other
+  - update readme links to be absolute instead of relative path
+  - add more UX IFI tests for responsibleaitoolbox-classification-model-assessment notebook
+  - several E2E UX test fixes
+  - add E2E UX tests for Feature Importance - Cohort functionality
+  - add test to render ModelAnalysisDashboard after save and load
+  - add test to render ResponsibleAIDashboard after save and load
+  - add E2E tests for What-if Counterfactuals - common functionalities & Y Axis Flyout
+  - add separate github workflow for python linting
+
 ## v0.14.0
 
 - educational materials

raiwidgets/requirements.txt

@@ -6,6 +6,6 @@ jinja2==2.11.3
 ipython==7.16.1
 scikit-learn>=0.22.1
 lightgbm>=2.0.11
-erroranalysis>=0.1.27
+erroranalysis>=0.1.28
 fairlearn>=0.7.0
 ipykernel<6.0

responsibleai/requirements.txt

@@ -1,7 +1,7 @@
 dice-ml>=0.7.2,<0.8
 econml~=0.12.0
 jsonschema
-erroranalysis>=0.1.27
+erroranalysis>=0.1.28
 interpret-community>=0.22.0
 lightgbm>=2.0.11
 numpy>=1.17.2

version.cfg

@@ -1 +1 @@
-0.14.0
+0.15.0