release raiwidgets and responsibleai v0.28.0
v0.28.0
- educational materials
- new features
-
Responsible AI Dashboard
- QA Scenario metrics template by @mehektulsyan in #2034
- Reset ComboBox Option for Object Detection by @natalie-isak in #2049
- Integrate Question answering metrics from python backend by @mehektulsyan in #2054
- Display details of points and bubble for highcharts in full-screen mode by @vinuthakaranth in #2060
- Show message to select bubble after bubble plot renders by @vinuthakaranth in #2070
- Add dataset metadata to
IDataset
by @gaugup in #2071 - enable confusion matrix for binary and multiclass text and vision RAI dashboards by @imatiach-msft in #2108
-
- bug fixes and tests
-
Responsible AI Dashboard
- remove QA statistics which were mistakenly added to multilabel metrics by @imatiach-msft in #2048
- fix multilabel RAI Vision Dashboard table view labels squished by @imatiach-msft in #2057
- [Big data] Few bug fixes and changes by @vinuthakaranth in #2056
- fix outline bug and add contributors to readme by @hawestra in #2081
- Fix background color not changing with theme switch by @hawestra in #2084
- Revert "fix outline bug" by @gaugup in #2086
- Fix table view multi-selection by @RubyZ10 in #2087
- [Big Data] Fix create cohort, filter range for index and dataset by @vinuthakaranth in #2089
- Fix background color and outline by @hawestra in #2092
- [Big data] Add telemetry by @vinuthakaranth in #2093
- Fix bug -"All data" cohort detection is based on localized strings by @RubyZ10 in #2094
- Retain filter selections when editing filter by @RubyZ10 in #2096
- Adding Class Name To OD Dropdown by @natalie-isak in #2098
- Refactor cohortList to be less than 300 lines & add datasetCohorts to context by @RubyZ10 in #2103
-
RAIInsights
- Use cohort filter constatns from erroranalysis/responsibleai in tests by @gaugup in #2047
- fix build failures by pinning statsmodels to older version due to numpy incompatibility by @imatiach-msft in #2053
- Raise warning in case the test data has missing values by @gaugup in #2065
- Add user feedback to compute() function by @gaugup in #697
- Remove un-needed
requests
dependency by @gaugup in #2083 - Raise value error for min max computation of feature range by @kicha0 in #2072
- Move
common_utils.py
intoresponsibleai_dashboard
directory by @gaugup in #2095 - Port over logic of
load_adult_income_dataset
fromdice-ml
to unblock gates by @gaugup in #2106 - Fix dimension mismatch error when dropped_features contains cat_features by @tongyu-microsoft in #2099
-
Error Analysis
- Prevent overwriting of dataset in
erroranalysis
by @gaugup in #2050 - fix multilabel erroranalysis metrics dropdown appearing blank by @imatiach-msft in #2063
- release erroranalysis 0.4.4 by @imatiach-msft in #2105
- update responsibleai and raiwidgets to erroranalysis 0.4.4 by @imatiach-msft in #2107
- Prevent overwriting of dataset in
-
RAI Utils
-
RAI Test Utils
- Add doc strings to public functions in
rai_test_utils
by @gaugup in #2055 - Add Imputation to classification pipeline in
rai_test_utils
by @gaugup in https://github.com/microsoft/responsible-ai-toolbox/
pull/2064 - Add
is_valid_uuid
torai_test_utils
by @gaugup in #2061 - Create release 0.2.0 for
rai_test_utils
by @gaugup in #2066 - Update requirements-dev.txt in
responsibleai
anderroranalysis
withrai_test_utils
0.2.0 by @gaugup in #2067 - Use
is_valid_uuid
fromrai_test_utils
by @gaugup in #2069 - Add more dataset utilities in
rai_test_utils
by @gaugup in #2101
- Add doc strings to public functions in
-
Interpret
- Fix robot page exception on feature importance when dropped_feature is defined by @tongyu-microsoft in #2051
- [Big data] Fix local explanations crash by @vinuthakaranth in #2068
-
-
other
- Add pyproject.toml file for
isort
config by @gaugup in #2052 - Remove flaky HomeBrew Install by @gaugup in #2058
- Update codecov-action@v2 to codecov-action@v3 by @gaugup in #2062
- Remove rai_core_flask from paths in CI-python.yml by @gaugup in #2059
- Update python-linting.yml to remove isort parameters by @gaugup in #2073
- Fix ci-notebook error on failing to retrieve superconduct data zip by @tongyu-microsoft in #2102
- Add pyproject.toml file for
New Contributors
- @mehektulsyan made their first contribution in #2034
- @ziqi-ma made their first contribution in #2082
- @kicha0 made their first contribution in #2072
Full Changelog: v0.27.0...v0.28.0