8ee39df9da
pin pandas < 2.0.0 across all packages ( #2021 )
2023-04-03 18:38:53 -04:00
4b5ce81f0c
update dependencies for rai-core-flask, raiwidgets and responsibleai packages ( #2016 )
2023-03-31 13:45:54 -04:00
2dc957c7e6
try pickling model instead of failing based on state functions and change to UserConfigValidationException ( #2014 )
2023-03-29 16:53:42 -04:00
fcb877d6fc
Add validations if target column is included in `FeatureMetadata` ( #2013 )
...
* Add validations if target column is included in FeatureMetadata
Signed-off-by: Gaurav Gupta <gaugup@microsoft.com>
* Fix code review comments
Signed-off-by: Gaurav Gupta <gaugup@microsoft.com>
---------
Signed-off-by: Gaurav Gupta <gaugup@microsoft.com>
2023-03-29 19:07:45 +00:00
f87f22922a
Add validations for model predictions ( #2008 )
...
* Add validations for model predictions
Signed-off-by: Gaurav Gupta <gaugup@microsoft.com>
* Add test
Signed-off-by: Gaurav Gupta <gaugup@microsoft.com>
* Undo change
Signed-off-by: Gaurav Gupta <gaugup@microsoft.com>
* Update notebooks for categorical features to pass through FeatureMetadata (#2011 )
* Update responsibleaidashboard-diabetes-decision-making.ipynb
* Update responsibleaidashboard-census-classification-model-debugging.ipynb
* Update responsibleaidashboard-census-classification-model-debugging.ipynb
* Update responsibleaidashboard-diabetes-decision-making.ipynb
* Update responsibleaidashboard-diabetes-decision-making.ipynb
* Update responsibleaidashboard-diabetes-regression-model-debugging.ipynb
* Update responsibleaidashboard-census-classification-model-debugging.ipynb
* Update responsibleaidashboard-diabetes-decision-making.ipynb
* Update responsibleaidashboard-housing-classification-model-debugging.ipynb
* Update responsibleaidashboard-housing-classification-model-debugging.ipynb
* Update responsibleaidashboard-census-classification-model-debugging.ipynb
* Update responsibleaidashboard-diabetes-decision-making.ipynb
* Update responsibleaidashboard-diabetes-regression-model-debugging.ipynb
* Update responsibleaidashboard-housing-decision-making.ipynb
* Update responsibleaidashboard-multiclass-dnn-model-debugging.ipynb
* Update responsibleaidashboard-diabetes-decision-making.ipynb
* Update responsibleaidashboard-diabetes-regression-model-debugging.ipynb
* Update responsibleaidashboard-housing-classification-model-debugging.ipynb
* Update responsibleaidashboard-housing-decision-making.ipynb
* [Model Overview] Metrics Template support with OD-specific optional args (#2002 )
* OD label support ckpt
* Surfaced OD metrics
* numLabels update
* lint fixes
* main fetch
* line end changes
* var fix
* ts lint fix
* lint autofixes
* Object Detection Model Overview Flask template (#2004 )
* flask endpoint infra template
* docstring and lint fixes
* lint fixes
* lint fixes
* lint autofixes
* error statement fix
* Model Overview: Object Detection Widgets for Aggregate Methods, Class selection, & IoU Threshold (#1997 )
* agg method & iou thresh widgets ckpt
* class selection widget
* widget option format fix
* comment fixes
* widget size & lint fixes
* semiclon lint fix
* od widget options refactor
* lint complexity fixes
* lint complexity fixes
* comment fixes
* refactor to reduce complexity
* complexity refactor
* lint fixes
* autolint fixes
* Address code review comments
Signed-off-by: Gaurav Gupta <gaugup@microsoft.com>
---------
Signed-off-by: Gaurav Gupta <gaugup@microsoft.com>
Co-authored-by: tongy-msft <91754176+tongyu-microsoft@users.noreply.github.com>
Co-authored-by: Advitya Gemawat <agemawat@ucsd.edu>
Co-authored-by: Advitya Gemawat <agemawat@microsoft.com>
2023-03-23 22:27:42 +00:00
a40e046487
[Model Overview] Metrics Template support with OD-specific optional args ( #2002 )
...
* OD label support ckpt
* Surfaced OD metrics
* numLabels update
* lint fixes
* main fetch
* line end changes
* var fix
* ts lint fix
* lint autofixes
2023-03-20 16:54:59 -04:00
bbb12fdae0
update raiwidgets and responsibleai to erroranalysis 0.4.2 ( #2001 )
2023-03-13 00:35:16 -04:00
6d4055f307
Support forecasting in RAIInsights ( #1948 )
...
* flake8
* isort
* flalke8
* wrap zip object with list
* use ModelTask from raiutils
* remove prints
* flake8
* isort
* use FORECASTING from raiutils.models
* isort
* fix sktime issue
* wrappers updates
* isort & flake8
* make predict_proba required for now
* docstrings
* small bugfix
* add property for data_balance
2023-03-03 19:01:25 +00:00
448309c90d
Create README.md for python tests ( #1984 )
...
* Create README.md
* Create README.md
* Create README.md
* Create README.md
* Create README.md
* Update erroranalysis/tests/README.md
Co-authored-by: Roman Lutz <romanlutz13@gmail.com>
* Fix code review comments
Signed-off-by: Gaurav Gupta <gaugup@microsoft.com>
---------
Signed-off-by: Gaurav Gupta <gaugup@microsoft.com>
Co-authored-by: Roman Lutz <romanlutz13@gmail.com>
2023-02-25 04:25:41 +00:00
20018a819f
Update `raiutils` to 0.4.0 in `raiwidgets`, `responsibleai`, `nlp_feature_extractors` and `erroranalysis` ( #1982 )
...
Signed-off-by: Gaurav Gupta <gaugup@microsoft.com>
2023-02-23 05:00:59 +00:00
215df28213
[Bugfix] FeatureBalanceMeasures: skip computing measures for col if unique vals < 2 ( #1980 )
...
* [Bugfix] FeatureBalanceMeasures: skip computing measures for col if unique vals < 2
* Add unit tests to FeatureBalanceMeasures and DataBalanceManager for col < 2 unique vals
2023-02-22 11:03:14 -08:00
727786dab5
Add number of samples in large data in `meta.json` ( #1976 )
...
Signed-off-by: Gaurav Gupta <gaugup@microsoft.com>
2023-02-22 01:14:02 +00:00
8f7d17f2f9
update raiwidgets and responsibleai to erroranalysis 0.4.1 ( #1969 )
2023-02-14 12:51:02 -05:00
23cc0d8a4a
Migrate responsibleai tests to use utilities in rai_test_utils - Part 2 ( #1956 )
...
* Update requirements-dev.txt
* Update requirements-dev.txt
* Code changes with new rai_test_utils
Signed-off-by: Gaurav Gupta <gaugup@microsoft.com>
---------
Signed-off-by: Gaurav Gupta <gaugup@microsoft.com>
2023-02-11 00:01:35 +00:00
7ef0054878
fixing strings ( #1943 )
2023-02-06 15:14:56 -05:00
0130b45cff
Migrate responsibleai tests to use utilities in rai_test_utils - Part 1 ( #1937 )
...
* Migrate responsibleai tests to use utilities in rai_test_utils - Part 1
Signed-off-by: Gaurav Gupta <gaugup@microsoft.com>
* Add create_cancer_data
Signed-off-by: Gaurav Gupta <gaugup@microsoft.com>
* fix
Signed-off-by: Gaurav Gupta <gaugup@microsoft.com>
---------
Signed-off-by: Gaurav Gupta <gaugup@microsoft.com>
Co-authored-by: Roman Lutz <romanlutz13@gmail.com>
2023-02-06 10:08:59 -08:00
3f4fdf3846
Deprecate categorical_features argument in favor of feature_metadata.categorical_features, improve metadata validation, and add forecasting-related metadata ( #1934 )
...
* feature metadata and categorical_features consolidation
* fix serialization of feature metadata
* fix tests
* flake8
* tests for feature metadata and cat features
* flake8
* fix string
* datetime_features and time_series_id_features replacement
* pytest.mark.skip
* remaining ts id col names fix
* fix failing test
* fix docstrings
* constants for feature purposes
* revert validation function name to original and fix docstring of other validation function
* flake8
* isort
* undo workaround in feature metadata validation code
* move feature metadata validation into a separate method
* flake8
* add constants for strings
* use set
2023-02-03 05:53:20 +00:00
0807da68e3
Remove duplicate load() and save() for large data ( #1930 )
...
* Remove duplicate load() and save() for large data
Signed-off-by: Gaurav Gupta <gaugup@microsoft.com>
* Update CI-python.yml
* Update CI-python.yml
---------
Signed-off-by: Gaurav Gupta <gaugup@microsoft.com>
2023-02-01 03:33:48 +00:00
e15a9d4fb5
Adding a limit on the number of samples used for computing global explanations ( #1924 )
...
* Adding a limit on the number of samples used for computing global explanations
Signed-off-by: Gaurav Gupta <gaugup@microsoft.com>
* Increase the data limit to 10K
Signed-off-by: Gaurav Gupta <gaugup@microsoft.com>
---------
Signed-off-by: Gaurav Gupta <gaugup@microsoft.com>
2023-01-28 01:43:38 +00:00
86af03289d
Unify responsibleai constants ( #1925 )
...
* use META_JSON directly instead of declaring a variable
* move constants to common files and reuse
* lowercase f
* isort
* use parentheses instead of backslashes
* flake8
* isort
2023-01-27 18:12:53 +00:00
9d24ea2871
Fix model wrapper, remove task type from error analysis ( #1912 )
2023-01-17 15:37:39 -08:00
04419236c5
update raiwidgets and responsibleai to erroranalysis 0.4.0 ( #1910 )
2023-01-17 13:57:40 -05:00
6c25ee28d2
Raise `UserConfigValidationException` when `treatment_feature` is empty list ( #1904 )
...
Signed-off-by: Gaurav Gupta <gaugup@microsoft.com>
Signed-off-by: Gaurav Gupta <gaugup@microsoft.com>
2023-01-13 23:39:56 +00:00
a635d6ddbf
Make `DataBalanceManager.compute()` throw warning instead of exception ( #1902 )
...
* Make DataBalanceManager.compute() throw warning instead of exception since it is enabled by default
* Lint fix
* Isort fix
2023-01-13 10:29:05 -08:00
b75a59aa0b
Move import to top level from within the function ( #1898 )
...
Signed-off-by: Gaurav Gupta <gaugup@microsoft.com>
Signed-off-by: Gaurav Gupta <gaugup@microsoft.com>
2023-01-13 01:34:24 +00:00
5343666b7f
update responsibleai to interpret-community 0.28.0 ( #1879 )
2023-01-09 12:05:04 -05:00
10d432f15e
Raise exception instead of logging warnings when model cannot be loaded ( #1886 )
...
Signed-off-by: Gaurav Gupta <gaugup@microsoft.com>
Signed-off-by: Gaurav Gupta <gaugup@microsoft.com>
2023-01-07 16:31:25 +00:00
502edf8388
Add test_data to `CounterfactualData` for large data scenario ( #1885 )
...
* Add test_data to `CounterfactualData` for large data scenario
Signed-off-by: Gaurav Gupta <gaugup@microsoft.com>
* Add more assert conditions
Signed-off-by: Gaurav Gupta <gaugup@microsoft.com>
Signed-off-by: Gaurav Gupta <gaugup@microsoft.com>
2023-01-07 06:20:45 +00:00
012cfa2986
Add better error message if causal treatment features contain dropped features ( #1868 )
...
* Add better error message if causal treatment features contain dropped_features
* fix lint error
* fix ut failure
* fix build failure
* address comment
* fix build error
* revert change for cat_features
* remove unused test
* remove unused test
2023-01-05 22:52:16 -08:00
9a46b6a3ac
Add better error message if all features are dropped from dataset ( #1867 )
...
* Add better error message if all features are dropped
* update error message
* address comments
* add test
* fix lint error
* address comments
* address comments
* remove unused test
2023-01-05 21:08:19 -08:00
f2cdec69b6
Update `raiutils` in `raiwidgets`, `responsibleai`, `erroranalysis` and `nlp_feature_extractors` ( #1873 )
...
Signed-off-by: Gaurav Gupta <gaugup@microsoft.com>
Signed-off-by: Gaurav Gupta <gaugup@microsoft.com>
2023-01-06 04:13:21 +00:00
cbc5a7b18b
Remove warning for 'dropped_features are not in use currently.' ( #1871 )
...
* display tree branching decisions
* Remove warning for 'dropped_features are not in use currently.'
2023-01-03 12:01:01 -08:00
2a803f0ea5
Update requirements.txt in `raiwidgets` and `responsibleai` to pin numpy upper bound ( #1864 )
...
* Update requirements.txt
* Update requirements.txt
2022-12-20 16:16:58 -08:00
5088482a43
fix loading older versions of RAIInsights due to _FEATURE_METADATA key error ( #1857 )
2022-12-16 15:32:16 -05:00
b17e7bb243
Enable dropped_features for error analysis, data explorer and explainer, counterfactual and causal managers ( #1824 )
...
* Add initial code for supporting dropped features
Signed-off-by: Gaurav Gupta <gaugup@microsoft.com>
* Fix
Signed-off-by: Gaurav Gupta <gaugup@microsoft.com>
* Fix causal path
Signed-off-by: Gaurav Gupta <gaugup@microsoft.com>
* Validate counerfactual scenario
Signed-off-by: Gaurav Gupta <gaugup@microsoft.com>
* Fix UI build
Signed-off-by: Gaurav Gupta <gaugup@microsoft.com>
* Add postga build trigger (#1755 ) (#1756 )
Signed-off-by: Gaurav Gupta <gaugup@microsoft.com>
Signed-off-by: Gaurav Gupta <gaugup@microsoft.com>
Signed-off-by: Gaurav Gupta <gaugup@microsoft.com>
* Add model wrapper for wrapping predictions and test data (#1762 )
* Add model wrapper for wrapping predictions and test data
Signed-off-by: Gaurav Gupta <gaugup@microsoft.com>
* Fix failing tests
Signed-off-by: Gaurav Gupta <gaugup@microsoft.com>
Signed-off-by: Gaurav Gupta <gaugup@microsoft.com>
* Change description of cohort selection panel in Aggregate Feature Importance (#1770 )
Signed-off-by: Gaurav Gupta <gaugup@microsoft.com>
Signed-off-by: Gaurav Gupta <gaugup@microsoft.com>
* Support cohort filtering of string target in rai_insights (#1771 )
* Port tests
Signed-off-by: Gaurav Gupta <gaugup@microsoft.com>
* Fix rai_insights
Signed-off-by: Gaurav Gupta <gaugup@microsoft.com>
Signed-off-by: Gaurav Gupta <gaugup@microsoft.com>
* Simplify tests in test_cohort_filter.py (#1772 )
* Simply tests in test_cohort_filter.py
Signed-off-by: Gaurav Gupta <gaugup@microsoft.com>
* Change test name
Signed-off-by: Gaurav Gupta <gaugup@microsoft.com>
Signed-off-by: Gaurav Gupta <gaugup@microsoft.com>
* Move cohort re-labelling logic to Cohort.ts (#1773 )
* Move cohort re-labelling logic to Cohort.ts
Signed-off-by: Gaurav Gupta <gaugup@microsoft.com>
* Lint fix
Signed-off-by: Gaurav Gupta <gaugup@microsoft.com>
* Lint fix
Signed-off-by: Gaurav Gupta <gaugup@microsoft.com>
Signed-off-by: Gaurav Gupta <gaugup@microsoft.com>
* Update requirements.txt (#1779 )
* Refactor DataAnalysisTab into Chartview/DataAnalysisView and DataBalanceView (#1775 )
* Refactor DataAnalysisTab into Chartview/DataAnalysisView and DataBalanceView
Signed-off-by: Gaurav Gupta <gaugup@microsoft.com>
* Fix lint
Signed-off-by: Gaurav Gupta <gaugup@microsoft.com>
Signed-off-by: Gaurav Gupta <gaugup@microsoft.com>
* [Highcharts] Enable csv download, xls download and view data table in highcharts (#1783 )
* enable csv xls download in hightcharts
* localization
* Add new data APIs for compute_matrix() and compute_error_tree() (#1790 )
Signed-off-by: Gaurav Gupta <gaugup@microsoft.com>
Signed-off-by: Gaurav Gupta <gaugup@microsoft.com>
* update e2e visit function (#1792 )
* Add rai_test_utils package (#1777 )
* Add rai_test_utils package
Signed-off-by: Gaurav Gupta <gaugup@microsoft.com>
* Lint fix and namespace changes
Signed-off-by: Gaurav Gupta <gaugup@microsoft.com>
* Fix duplicated cohorts not retaining the selection in combobox (#1785 )
* fix and e2e
Signed-off-by: vinutha karanth <vinutha.karanth@gmail.com>
* update filter
Signed-off-by: vinutha karanth <vinutha.karanth@gmail.com>
Signed-off-by: vinutha karanth <vinutha.karanth@gmail.com>
* release raiwidgets and responsibleai 0.23.0 (#1787 )
* fix release github action for raiwidgets and responsibleai by making it same as in gated build (#1788 )
* Add e2e for dependency plot Avg of abs value option (#1768 )
* fix dep plot
Signed-off-by: vinutha karanth <vinutha.karanth@gmail.com>
* add e2e
Signed-off-by: vinutha karanth <vinutha.karanth@gmail.com>
* lintfix
Signed-off-by: vinutha karanth <vinutha.karanth@gmail.com>
* lintfix
Signed-off-by: vinutha karanth <vinutha.karanth@gmail.com>
Signed-off-by: vinutha karanth <vinutha.karanth@gmail.com>
* update e2e visit function (#1792 )
* Fix code review comments
Signed-off-by: Gaurav Gupta <gaugup@microsoft.com>
Signed-off-by: Gaurav Gupta <gaugup@microsoft.com>
Signed-off-by: vinutha karanth <vinutha.karanth@gmail.com>
Co-authored-by: Vinutha Karanth <vinutha.karanth@gmail.com>
Co-authored-by: Ilya Matiach <ilmat@microsoft.com>
Co-authored-by: tongy-msft <91754176+tongyu-microsoft@users.noreply.github.com>
* sort fix (#1798 )
Signed-off-by: vinutha karanth <vinutha.karanth@gmail.com>
Signed-off-by: vinutha karanth <vinutha.karanth@gmail.com>
* [LogarithmicScaling] Enable log scaling for data explorer, feature importance, counterfactual and casual (#1802 )
* update checkbox to toggle in axis config panel
* support log toggle for counterfactual
* enable log scaling for feature importance
* enable log scaling for casual and data explorer
* address comment
* Update CODEOWNERS (#1805 )
* Fix ‘Close button’ and ‘Spin button’ present in new cohort dialog does not have any title or aria-label (#1806 )
* add aria label
Signed-off-by: vinutha karanth <vinutha.karanth@gmail.com>
* address comment
Signed-off-by: vinutha karanth <vinutha.karanth@gmail.com>
Signed-off-by: vinutha karanth <vinutha.karanth@gmail.com>
* Update erroranalysis tests to use new rai_test_utils package (#1800 )
* Update erroranalysis tests to use new rai_test_utils package
Signed-off-by: Gaurav Gupta <gaugup@microsoft.com>
* Remove shap and xgboost from test requirements
Signed-off-by: Gaurav Gupta <gaugup@microsoft.com>
* Pin rai_test_utils
Signed-off-by: Gaurav Gupta <gaugup@microsoft.com>
Signed-off-by: Gaurav Gupta <gaugup@microsoft.com>
* Fix Heatmap tooltip theme (#1808 )
* fix tooltip color
Signed-off-by: vinutha karanth <vinutha.karanth@gmail.com>
* fix theme
Signed-off-by: vinutha karanth <vinutha.karanth@gmail.com>
* fix
Signed-off-by: vinutha karanth <vinutha.karanth@gmail.com>
* rev
Signed-off-by: vinutha karanth <vinutha.karanth@gmail.com>
Signed-off-by: vinutha karanth <vinutha.karanth@gmail.com>
* Calculate RAI insights for first 5K samples (#1803 )
Signed-off-by: Gaurav Gupta <gaugup@microsoft.com>
Signed-off-by: Gaurav Gupta <gaugup@microsoft.com>
* Add API for indicating large data scenario in ModelAssessmentContext (#1804 )
* [WIP] Add APIs for indicating large data scenario in ModelAssessmentContext
Signed-off-by: Gaurav Gupta <gaugup@microsoft.com>
* Change API name
Signed-off-by: Gaurav Gupta <gaugup@microsoft.com>
* Add unit test
Signed-off-by: Gaurav Gupta <gaugup@microsoft.com>
* Fix lint
Signed-off-by: Gaurav Gupta <gaugup@microsoft.com>
* Fix lint again
Signed-off-by: Gaurav Gupta <gaugup@microsoft.com>
Signed-off-by: Gaurav Gupta <gaugup@microsoft.com>
* Add RAI version number to oss serialize result (#1812 )
* Add RAI version number to oss serialize result
* update json file namg
* add test
* enable dropped_features for EA and explainer
* enable EA and explainer for classification
* remove unused comments
* revert notebook change
* revert notebook change
* revert notebook change
* revert causal cf changes
* refactor getFeatureNamesAfterDrop to a common method
* address comments on modelWrapper
* update comments
* update index.ts
* remove unused variable
* fix lint error
* fix noneType error
* address comments
* fix a test error
* support cf and causal
* hide dropped_features for cf and causal
* fix undefined feature_metadata error
* fix undefined feature_metadata error
* fix wrong cf predict value
* fix undefined feature_metadata
* fix undefined feature_metadata
* address comments
* address comments
* fix feature_names test error
* fix _feature_metadata undefined
* fix failing test on undefined model
Signed-off-by: Gaurav Gupta <gaugup@microsoft.com>
Signed-off-by: vinutha karanth <vinutha.karanth@gmail.com>
Co-authored-by: Gaurav Gupta <gaugup@microsoft.com>
Co-authored-by: Gaurav Gupta <47334368+gaugup@users.noreply.github.com>
Co-authored-by: Vinutha Karanth <vinutha.karanth@gmail.com>
Co-authored-by: Ilya Matiach <ilmat@microsoft.com>
2022-12-06 23:54:12 -08:00
4c34d81b56
update raiwidgets and responsibleai to erroranalysis 0.3.13 ( #1822 )
2022-11-28 15:29:48 -05:00
23c98e34ff
Update requirements.txt ( #1813 )
2022-11-18 11:52:35 -08:00
6e0a3911e2
merge postga branch into main ( #1815 )
...
* Add postga build trigger (#1755 ) (#1756 )
Signed-off-by: Gaurav Gupta <gaugup@microsoft.com>
Signed-off-by: Gaurav Gupta <gaugup@microsoft.com>
Signed-off-by: Gaurav Gupta <gaugup@microsoft.com>
* Add model wrapper for wrapping predictions and test data (#1762 )
* Add model wrapper for wrapping predictions and test data
Signed-off-by: Gaurav Gupta <gaugup@microsoft.com>
* Fix failing tests
Signed-off-by: Gaurav Gupta <gaugup@microsoft.com>
Signed-off-by: Gaurav Gupta <gaugup@microsoft.com>
* Change description of cohort selection panel in Aggregate Feature Importance (#1770 )
Signed-off-by: Gaurav Gupta <gaugup@microsoft.com>
Signed-off-by: Gaurav Gupta <gaugup@microsoft.com>
* Support cohort filtering of string target in rai_insights (#1771 )
* Port tests
Signed-off-by: Gaurav Gupta <gaugup@microsoft.com>
* Fix rai_insights
Signed-off-by: Gaurav Gupta <gaugup@microsoft.com>
Signed-off-by: Gaurav Gupta <gaugup@microsoft.com>
* Simplify tests in test_cohort_filter.py (#1772 )
* Simply tests in test_cohort_filter.py
Signed-off-by: Gaurav Gupta <gaugup@microsoft.com>
* Change test name
Signed-off-by: Gaurav Gupta <gaugup@microsoft.com>
Signed-off-by: Gaurav Gupta <gaugup@microsoft.com>
* Move cohort re-labelling logic to Cohort.ts (#1773 )
* Move cohort re-labelling logic to Cohort.ts
Signed-off-by: Gaurav Gupta <gaugup@microsoft.com>
* Lint fix
Signed-off-by: Gaurav Gupta <gaugup@microsoft.com>
* Lint fix
Signed-off-by: Gaurav Gupta <gaugup@microsoft.com>
Signed-off-by: Gaurav Gupta <gaugup@microsoft.com>
* Update requirements.txt (#1779 )
* Refactor DataAnalysisTab into Chartview/DataAnalysisView and DataBalanceView (#1775 )
* Refactor DataAnalysisTab into Chartview/DataAnalysisView and DataBalanceView
Signed-off-by: Gaurav Gupta <gaugup@microsoft.com>
* Fix lint
Signed-off-by: Gaurav Gupta <gaugup@microsoft.com>
Signed-off-by: Gaurav Gupta <gaugup@microsoft.com>
* [Highcharts] Enable csv download, xls download and view data table in highcharts (#1783 )
* enable csv xls download in hightcharts
* localization
* Add new data APIs for compute_matrix() and compute_error_tree() (#1790 )
Signed-off-by: Gaurav Gupta <gaugup@microsoft.com>
Signed-off-by: Gaurav Gupta <gaugup@microsoft.com>
* update e2e visit function (#1792 )
* Add rai_test_utils package (#1777 )
* Add rai_test_utils package
Signed-off-by: Gaurav Gupta <gaugup@microsoft.com>
* Lint fix and namespace changes
Signed-off-by: Gaurav Gupta <gaugup@microsoft.com>
* Fix duplicated cohorts not retaining the selection in combobox (#1785 )
* fix and e2e
Signed-off-by: vinutha karanth <vinutha.karanth@gmail.com>
* update filter
Signed-off-by: vinutha karanth <vinutha.karanth@gmail.com>
Signed-off-by: vinutha karanth <vinutha.karanth@gmail.com>
* release raiwidgets and responsibleai 0.23.0 (#1787 )
* fix release github action for raiwidgets and responsibleai by making it same as in gated build (#1788 )
* Add e2e for dependency plot Avg of abs value option (#1768 )
* fix dep plot
Signed-off-by: vinutha karanth <vinutha.karanth@gmail.com>
* add e2e
Signed-off-by: vinutha karanth <vinutha.karanth@gmail.com>
* lintfix
Signed-off-by: vinutha karanth <vinutha.karanth@gmail.com>
* lintfix
Signed-off-by: vinutha karanth <vinutha.karanth@gmail.com>
Signed-off-by: vinutha karanth <vinutha.karanth@gmail.com>
* update e2e visit function (#1792 )
* Fix code review comments
Signed-off-by: Gaurav Gupta <gaugup@microsoft.com>
Signed-off-by: Gaurav Gupta <gaugup@microsoft.com>
Signed-off-by: vinutha karanth <vinutha.karanth@gmail.com>
Co-authored-by: Vinutha Karanth <vinutha.karanth@gmail.com>
Co-authored-by: Ilya Matiach <ilmat@microsoft.com>
Co-authored-by: tongy-msft <91754176+tongyu-microsoft@users.noreply.github.com>
* sort fix (#1798 )
Signed-off-by: vinutha karanth <vinutha.karanth@gmail.com>
Signed-off-by: vinutha karanth <vinutha.karanth@gmail.com>
* [LogarithmicScaling] Enable log scaling for data explorer, feature importance, counterfactual and casual (#1802 )
* update checkbox to toggle in axis config panel
* support log toggle for counterfactual
* enable log scaling for feature importance
* enable log scaling for casual and data explorer
* address comment
* Update CODEOWNERS (#1805 )
* Fix ‘Close button’ and ‘Spin button’ present in new cohort dialog does not have any title or aria-label (#1806 )
* add aria label
Signed-off-by: vinutha karanth <vinutha.karanth@gmail.com>
* address comment
Signed-off-by: vinutha karanth <vinutha.karanth@gmail.com>
Signed-off-by: vinutha karanth <vinutha.karanth@gmail.com>
* Update erroranalysis tests to use new rai_test_utils package (#1800 )
* Update erroranalysis tests to use new rai_test_utils package
Signed-off-by: Gaurav Gupta <gaugup@microsoft.com>
* Remove shap and xgboost from test requirements
Signed-off-by: Gaurav Gupta <gaugup@microsoft.com>
* Pin rai_test_utils
Signed-off-by: Gaurav Gupta <gaugup@microsoft.com>
Signed-off-by: Gaurav Gupta <gaugup@microsoft.com>
* Fix Heatmap tooltip theme (#1808 )
* fix tooltip color
Signed-off-by: vinutha karanth <vinutha.karanth@gmail.com>
* fix theme
Signed-off-by: vinutha karanth <vinutha.karanth@gmail.com>
* fix
Signed-off-by: vinutha karanth <vinutha.karanth@gmail.com>
* rev
Signed-off-by: vinutha karanth <vinutha.karanth@gmail.com>
Signed-off-by: vinutha karanth <vinutha.karanth@gmail.com>
* Calculate RAI insights for first 5K samples (#1803 )
Signed-off-by: Gaurav Gupta <gaugup@microsoft.com>
Signed-off-by: Gaurav Gupta <gaugup@microsoft.com>
* Add API for indicating large data scenario in ModelAssessmentContext (#1804 )
* [WIP] Add APIs for indicating large data scenario in ModelAssessmentContext
Signed-off-by: Gaurav Gupta <gaugup@microsoft.com>
* Change API name
Signed-off-by: Gaurav Gupta <gaugup@microsoft.com>
* Add unit test
Signed-off-by: Gaurav Gupta <gaugup@microsoft.com>
* Fix lint
Signed-off-by: Gaurav Gupta <gaugup@microsoft.com>
* Fix lint again
Signed-off-by: Gaurav Gupta <gaugup@microsoft.com>
Signed-off-by: Gaurav Gupta <gaugup@microsoft.com>
* Add RAI version number to oss serialize result (#1812 )
* Add RAI version number to oss serialize result
* update json file namg
* add test
Signed-off-by: Gaurav Gupta <gaugup@microsoft.com>
Signed-off-by: vinutha karanth <vinutha.karanth@gmail.com>
Co-authored-by: tongy-msft <91754176+tongyu-microsoft@users.noreply.github.com>
Co-authored-by: Vinutha Karanth <vinutha.karanth@gmail.com>
Co-authored-by: Ilya Matiach <ilmat@microsoft.com>
2022-11-18 08:26:01 -08:00
24f3f227d5
update raiwidgets and responsibleai to erroranalysis 0.3.12 ( #1786 )
2022-10-24 11:47:01 -04:00
fd233b30ff
Update requirements.txt ( #1782 )
2022-10-20 23:28:47 +00:00
0b2ea5846d
update raiwidgets and responsibleai to erroranalysis 0.3.11 ( #1767 )
2022-10-07 17:40:42 -04:00
be176374de
Add attributes 'outcome', 'feature' and 'feature_value' to causal global effects ( #1750 )
...
* Add attributes 'outcome', 'feature' and 'feature_value' to causal global output
Signed-off-by: Gaurav Gupta <gaugup@microsoft.com>
* Fix imports
Signed-off-by: Gaurav Gupta <gaugup@microsoft.com>
Signed-off-by: Gaurav Gupta <gaugup@microsoft.com>
2022-09-28 18:07:02 +00:00
cd59ac2afc
responsibleai: Move tests into respective directories ( #1746 )
...
* responsibleai: Move tests into respective directories
Signed-off-by: Gaurav Gupta <gaugup@microsoft.com>
* Fix lint
Signed-off-by: Gaurav Gupta <gaugup@microsoft.com>
Signed-off-by: Gaurav Gupta <gaugup@microsoft.com>
2022-09-27 23:18:00 +00:00
3c7368c299
Add validations to catch empty train/test scenarios ( #1749 )
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Signed-off-by: Gaurav Gupta <gaugup@microsoft.com>
Signed-off-by: Gaurav Gupta <gaugup@microsoft.com>
2022-09-27 20:42:10 +00:00
e574ec315f
fix flaky test test_rai_insights_add_save_load_save on dataset fetch ( #1734 )
2022-09-26 13:55:28 -04:00
ac30fae15b
Raise exception in case categorical feature list doesn't have all string features ( #1720 )
...
* Raise exception in case categorical feature list doesn't have all string features
Signed-off-by: Gaurav Gupta <gaugup@microsoft.com>
* Fix code review comments
Signed-off-by: Gaurav Gupta <gaugup@microsoft.com>
Signed-off-by: Gaurav Gupta <gaugup@microsoft.com>
2022-09-19 18:12:34 +00:00
85d8c60bcc
Port over cohort filtering tests for 'Predicted Y' cohort to responsibleai ( #1709 )
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* Port over cohort filtering tests for 'Predicted Y' cohort
Signed-off-by: Gaurav Gupta <gaugup@microsoft.com>
* Fixed code review comments
Signed-off-by: Gaurav Gupta <gaugup@microsoft.com>
Signed-off-by: Gaurav Gupta <gaugup@microsoft.com>
2022-09-15 18:33:06 +00:00
9f906b53da
Correct predict call to predict_proba ( #1717 )
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Signed-off-by: Gaurav Gupta <gaugup@microsoft.com>
Signed-off-by: Gaurav Gupta <gaugup@microsoft.com>
2022-09-15 16:41:25 +00:00
113488fd82
update raiwidget and responsibleai to erroranalysis 0.3.10 and interpret-community 0.27.0 ( #1708 )
2022-09-12 23:15:15 -04:00
f3835bef02
Enable flake8-breakpoint and fix errors ( #1705 )
...
* Enable flake8-breakpoint and fix errors
Signed-off-by: Gaurav Gupta <gaugup@microsoft.com>
* Move the error
Signed-off-by: Gaurav Gupta <gaugup@microsoft.com>
Signed-off-by: Gaurav Gupta <gaugup@microsoft.com>
2022-09-13 02:53:14 +00:00
2705bea5ca
Reduce the train and test dataset sizes in responsibleai to reduce test time ( #1630 )
...
* Reduce the time taken by RAIInsights counterfactual tests
Signed-off-by: Gaurav Gupta <gaugup@microsoft.com>
* Reduce the train and test dataset sizes in responsibleai to reduce test time
Signed-off-by: Gaurav Gupta <gaugup@microsoft.com>
* Fix causal test
Signed-off-by: Gaurav Gupta <gaugup@microsoft.com>
* Fix failing tests
Signed-off-by: Gaurav Gupta <gaugup@microsoft.com>
* Fix tests
Signed-off-by: Gaurav Gupta <gaugup@microsoft.com>
Signed-off-by: Gaurav Gupta <gaugup@microsoft.com>
2022-09-12 21:45:49 +00:00
dd57f03223
Cache predict() and predict_proba() output ( #1702 )
...
* Cache predict() and predict_proba() output
Signed-off-by: Gaurav Gupta <gaugup@microsoft.com>
* Fix broken tests
Signed-off-by: Gaurav Gupta <gaugup@microsoft.com>
* Make error conditions same
Signed-off-by: Gaurav Gupta <gaugup@microsoft.com>
Signed-off-by: Gaurav Gupta <gaugup@microsoft.com>
2022-09-12 18:45:23 +00:00
32297b60c1
Vision dashboard cohorts ( #1686 )
...
* model assessment vision
* fixups
* fixups
2022-09-07 10:52:18 -04:00
f2c5babbc6
table view and initial flyout ( #1668 )
...
Co-authored-by: James Chao <t-jameschao@microsoft.com>
2022-08-29 00:54:37 -04:00
873ff446b2
[responsibleai]: Add tests for classification outcome (multiclass) and regression error ( #1662 )
...
Signed-off-by: Gaurav Gupta <gaugup@microsoft.com>
Signed-off-by: Gaurav Gupta <gaugup@microsoft.com>
2022-08-24 16:27:22 -07:00
fb916fb5bf
Add validations for heterogeneity_features in causal manager ( #1659 )
...
* Add validations for heterogeneity_features in causal manager
Signed-off-by: Gaurav Gupta <gaugup@microsoft.com>
* Fix tests
Signed-off-by: Gaurav Gupta <gaugup@microsoft.com>
* Fix linting
Signed-off-by: Gaurav Gupta <gaugup@microsoft.com>
Signed-off-by: Gaurav Gupta <gaugup@microsoft.com>
2022-08-23 00:24:41 +00:00
e11b862a1f
Update econml to 0.13.1 ( #1660 )
2022-08-22 21:51:51 +00:00
17cab36cf7
update raiwidgets and responsibleai to erroranalysis 0.3.9 ( #1657 )
2022-08-22 00:26:17 -04:00
14f95624c8
Enable validations for FeatureMetadata when passed into RAIInsights ( #1651 )
...
* Enable validations for FeatureMetadata when passed into RAIInsights
Signed-off-by: Gaurav Gupta <gaugup@microsoft.com>
* Fix code review comments
Signed-off-by: Gaurav Gupta <gaugup@microsoft.com>
Signed-off-by: Gaurav Gupta <gaugup@microsoft.com>
2022-08-20 00:28:26 +00:00
b899faf08e
fix failing RAI Insights test due to change in EA _string_ind_data type ( #1658 )
2022-08-19 16:04:09 -07:00
6c67f98e97
Fix docs in rai_base_insights.py ( #1650 )
...
Signed-off-by: Gaurav Gupta <gaugup@microsoft.com>
Signed-off-by: Gaurav Gupta <gaugup@microsoft.com>
2022-08-19 01:58:52 +00:00
da56bd10b5
update raiwidgets and responsibleai to erroranalysis 0.3.8 ( #1629 )
2022-08-11 14:09:25 -04:00
2d9f76ff9e
Reduce the time taken by RAIInsights counterfactual tests ( #1622 )
...
Signed-off-by: Gaurav Gupta <gaugup@microsoft.com>
Signed-off-by: Gaurav Gupta <gaugup@microsoft.com>
2022-08-11 04:13:15 +00:00
4c4365acc6
responsibleai: Remove old manager namespaces ( #1564 )
...
Signed-off-by: Gaurav Gupta <gaugup@microsoft.com>
2022-08-09 04:56:31 +00:00
57884c5acf
Inject FeatureMetadata into RAIInsights ( #1616 )
...
* Inject FeatureMetadata into RAIInsights
Signed-off-by: Gaurav Gupta <gaugup@microsoft.com>
* Add doc string
Signed-off-by: Gaurav Gupta <gaugup@microsoft.com>
2022-08-09 00:59:19 +00:00
46e04a056f
Add cohort filtering capability in RAIInsights class ( #1618 )
...
Signed-off-by: Gaurav Gupta <gaugup@microsoft.com>
2022-08-08 19:32:26 +00:00
a7a71793f7
Add categorical statistics computation in RAIInsights ( #1598 )
...
* Add categorical statistics computation in RAIInsights
Signed-off-by: Gaurav Gupta <gaugup@microsoft.com>
* Fix failing test
Signed-off-by: Gaurav Gupta <gaugup@microsoft.com>
* Use test dataset to compute catrogtical stats
Signed-off-by: Gaurav Gupta <gaugup@microsoft.com>
2022-08-05 20:05:27 +00:00
ad739926ab
responsibleai: Add FeatureMetadata class and related tests ( #1604 )
...
* responsibleai: Add FeatureMetadata class and related tests
Signed-off-by: Gaurav Gupta <gaugup@microsoft.com>
* Remove sensitive features
Signed-off-by: Gaurav Gupta <gaugup@microsoft.com>
2022-08-05 14:56:58 +00:00
5c7de61c7b
add support for multiclass local importance values for text ( #1601 )
2022-08-02 15:48:25 -04:00
5f221f793f
update raiwidgets and responsibleai to erroranalysis 0.3.6 ( #1588 )
2022-08-01 10:01:16 -04:00
fcdf459654
Add backend functions in causal_manager.py to handle dashboard requests ( #1579 )
...
* Add backend functions in causal_manager.py to handle dashboard requests
Signed-off-by: Gaurav Gupta <gaugup@microsoft.com>
* Fix code review comments
Signed-off-by: Gaurav Gupta <gaugup@microsoft.com>
2022-07-27 18:20:19 +00:00
f8312f636b
Add backend functions in explainer_manager.py to handle dashboard requests ( #1585 )
...
* Add backend functions in explainer_manager.py to handle dashboard requests
Signed-off-by: Gaurav Gupta <gaugup@microsoft.com>
* Fix imports
Signed-off-by: Gaurav Gupta <gaugup@microsoft.com>
* Fix code review comments
Signed-off-by: Gaurav Gupta <gaugup@microsoft.com>
2022-07-27 00:08:20 +00:00
d4c2d4e244
Add hierarchy to rai exceptions ( #1568 )
...
* Add hierarchy to responsibleai exceptions
Signed-off-by: Gaurav Gupta <gaugup@microsoft.com>
* Add tests
Signed-off-by: Gaurav Gupta <gaugup@microsoft.com>
* Fix code review comments
Signed-off-by: Gaurav Gupta <gaugup@microsoft.com>
2022-07-22 20:06:57 +00:00
5eae3bc90d
Enable skipped causal unit test ( #1565 )
...
* Enable skipped causal unit test
Signed-off-by: Gaurav Gupta <gaugup@microsoft.com>
* Set explicit lower bound on econml
Signed-off-by: Gaurav Gupta <gaugup@microsoft.com>
2022-07-22 08:20:05 +00:00
9c1a5dc282
Add capability to compute counterfactuals per point ( #1561 )
...
* Add capability to compute counterfactuals per point
Signed-off-by: Gaurav Gupta <gaugup@microsoft.com>
* Add docstring and schema validation
Signed-off-by: Gaurav Gupta <gaugup@microsoft.com>
* Rename method
Signed-off-by: Gaurav Gupta <gaugup@microsoft.com>
* Fix code review comments
Signed-off-by: Gaurav Gupta <gaugup@microsoft.com>
2022-07-18 14:15:32 -07:00
22ede533f9
Add ID to counterfactual config and serialized counterfactual data ( #1553 )
...
* Add ID to counterfactual config and serialized counterfactual data
Signed-off-by: Gaurav Gupta <gaugup@microsoft.com>
* Fix linting
Signed-off-by: Gaurav Gupta <gaugup@microsoft.com>
* Fix failing test
Signed-off-by: Gaurav Gupta <gaugup@microsoft.com>
2022-07-14 21:41:55 +00:00
b210eb6c25
Fix bug in deserializing counterfactual explainer ( #1554 )
...
Signed-off-by: Gaurav Gupta <gaugup@microsoft.com>
2022-07-14 09:08:16 -07:00
b1cf129fae
update packages to new raiutils 0.2.0 and rai-core-flask 0.4.0 releases ( #1550 )
2022-07-13 12:41:35 -04:00
2f255875b5
Create DataBalanceManager + unit tests; clean up data balance conftest ( #1485 )
...
* Add DataBalanceAnalysis module to ResponsibleAI pkg
* Fix TestFeatureBalanceMeasures:test_adult_data to have deterministic row order (failing test in CI/CD)
* Add DataBalanceManager + unit tests
* isort fixes
* Update responsibleai/responsibleai/databalanceanalysis/data_balance_helper.py
Co-authored-by: Roman Lutz <romanlutz13@gmail.com>
* Update responsibleai/responsibleai/databalanceanalysis/data_balance_helper.py
Co-authored-by: Roman Lutz <romanlutz13@gmail.com>
* Update responsibleai/responsibleai/databalanceanalysis/data_balance_helper.py
Co-authored-by: Roman Lutz <romanlutz13@gmail.com>
* Update responsibleai/responsibleai/databalanceanalysis/data_balance_helper.py
Co-authored-by: Roman Lutz <romanlutz13@gmail.com>
* Update responsibleai/responsibleai/databalanceanalysis/data_balance_helper.py
Co-authored-by: Roman Lutz <romanlutz13@gmail.com>
* Update responsibleai/responsibleai/managers/data_balance_manager.py
Co-authored-by: Roman Lutz <romanlutz13@gmail.com>
* Rename synthetic data col constants, fix quotes in DataBalanceManager
* Add task_type to DataBalanceManager and check that task_type == classification
* helper -> utils, move methods to toplevel file
* Auto-add data balance measures
* Add categorical_features param check
* Feature Balance Measures: compute for every target_column value
* Fix isort imports
* Remove NaN -> None transform
* databalanceanalysis/conftest: Fix adult_data fixture, pass categorical_features to RAIInsights in unit tests
Co-authored-by: Roman Lutz <romanlutz13@gmail.com>
2022-07-12 12:26:16 -04:00
bb57dcc7ea
update raiwidgets and responsibleai to erroranalysis 0.3.4 ( #1544 )
2022-07-12 10:08:58 -04:00
6b6e1fb2b7
Add column and feature range meta data to meta file ( #1541 )
...
* add feature range meta data
Signed-off-by: vinutha karanth <vinutha.karanth@gmail.com>
* update
Signed-off-by: vinutha karanth <vinutha.karanth@gmail.com>
* update
Signed-off-by: vinutha karanth <vinutha.karanth@gmail.com>
* put back lines
Signed-off-by: vinutha karanth <vinutha.karanth@gmail.com>
* put back line
Signed-off-by: vinutha karanth <vinutha.karanth@gmail.com>
* update
Signed-off-by: vinutha karanth <vinutha.karanth@gmail.com>
* update
Signed-off-by: vinutha karanth <vinutha.karanth@gmail.com>
* lint fix
Signed-off-by: vinutha karanth <vinutha.karanth@gmail.com>
* lintfix
Signed-off-by: vinutha karanth <vinutha.karanth@gmail.com>
* remove target column
Signed-off-by: vinutha karanth <vinutha.karanth@gmail.com>
* lintfix
Signed-off-by: vinutha karanth <vinutha.karanth@gmail.com>
* fix test
Signed-off-by: vinutha karanth <vinutha.karanth@gmail.com>
* fix test
Signed-off-by: vinutha karanth <vinutha.karanth@gmail.com>
2022-07-09 00:54:16 +00:00
c5c5c8016a
Move references for serialize_json_safe() to raiutils ( #1536 )
...
Signed-off-by: Gaurav Gupta <gaugup@microsoft.com>
2022-07-07 18:26:14 +00:00
064ada32a1
Move references for _convert_to_list() and _convert_to_string_list_dict() to raiutils ( #1534 )
...
* Move references for _convert_to_list and _convert_to_string_list_dict to raiutils
Signed-off-by: Gaurav Gupta <gaugup@microsoft.com>
* Fix flake8 and isort errors
Signed-off-by: Gaurav Gupta <gaugup@microsoft.com>
2022-07-06 21:05:26 +00:00
05945f8a65
update raiwidgets and responsibleai to latest erroranalysis 0.3.3 release ( #1535 )
2022-07-06 12:51:47 -04:00
343c925db2
Add License and Requirements to Source Distribtion ( #1522 )
...
* Don't commit dist/ directory.
* Add license file to raiwidgets package.
* Include requirements.txt in package.
* Make same changes to raiutils package.
* Make same changes to rai_core_flask package.
* Make same changes to responsibleai package.
* Make same changes to erroranalysis package.
Co-authored-by: Roman Lutz <romanlutz13@gmail.com>
2022-07-05 13:08:46 -04:00
785422eab2
add more docs to matrix filter aka heatmap in error analysis ( #1489 )
2022-06-16 13:24:28 -04:00
c062d0d3e6
Update requirements.txt ( #1499 )
2022-06-15 19:48:51 +00:00
bcd90ddd1f
Taking dependency on `is_classifier()` method and `SKLearn` constants class from `raiutils` ( #1289 )
...
* Moving _is_classifier() method and SKLearn class to raiutils
Signed-off-by: Gaurav Gupta <gaugup@microsoft.com>
* Undo models.py change
Signed-off-by: Gaurav Gupta <gaugup@microsoft.com>
2022-06-15 00:37:00 +00:00
c3ac9f5bf4
update responsibleai package to latest interpret-community 0.26.0 ( #1491 )
2022-06-14 19:39:22 +00:00
aa62536afa
Update counterfactual serialization via dice-ml APIs ( #1479 )
...
* Update counterfactual serialization via dice-ml APIs
Signed-off-by: Gaurav Gupta <gaugup@microsoft.com>
* Fix linting
Signed-off-by: Gaurav Gupta <gaugup@microsoft.com>
2022-06-10 07:46:05 +00:00
9c9fe1c0a1
update responsibleai to raiutils 0.1.0, raiwidgets and responsibleai to erroranalysis 0.3.2 ( #1483 )
2022-06-09 23:28:30 +00:00
2de91d3bb9
Add DataBalanceAnalysis module to ResponsibleAI package to be consumed by visualizations ( #1473 )
...
* Add DataBalanceAnalysis module to ResponsibleAI pkg
* Fix TestFeatureBalanceMeasures:test_adult_data to have deterministic row order (failing test in CI/CD)
2022-06-09 14:20:37 -04:00
e14cf09971
Update requirements.txt to pin dice-ml at 0.8 ( #1470 )
...
* [WIP] Update requirements.txt to pin dice-ml at 0.8
Signed-off-by: Gaurav Gupta <gaugup@microsoft.com>
* Fix raiwidget tests
Signed-off-by: Gaurav Gupta <gaugup@microsoft.com>
2022-06-07 23:12:08 +00:00
f7b2fc8307
Upper bound SciKit-Learn to address freeze in causal ( #1432 )
...
<!--- Provide a general summary of your changes in the Title above -->
## Description
Replaces #1429 to address #1430 . Causal analysis is getting stuck with the latest release of SciKit-Learn. This contains:
- Test case which gets stuck with SciKit-Learn 1.1.0
- Upper bound on SciKit-Learn in `requirements.txt`
## Checklist
<!--- Make sure to satisfy all the criteria listed below. -->
- [x] I have added screenshots above for all UI changes.
- [x] Documentation was updated if it was needed.
- [x] New tests were added or changes were manually verified.
Signed-off-by: Richard Edgar <riedgar@microsoft.com>
2022-05-17 15:27:50 -04:00
9441f9b37c
Add warning in counterfactual manager when unable to load explainer ( #1412 )
...
* Add warning in counterfactual manager when unable to load explainer
Signed-off-by: Gaurav Gupta <gaugup@microsoft.com>
* Fix linting
Signed-off-by: Gaurav Gupta <gaugup@microsoft.com>
2022-05-10 04:12:11 +00:00
c4271081e4
Handle the loading of causal models more gracefully ( #1377 )
...
* Handle the loading of causal models more gracefully
Signed-off-by: Gaurav Gupta <gaugup@microsoft.com>
* Address code review commensts and fix test
Signed-off-by: Gaurav Gupta <gaugup@microsoft.com>
* Fix code review comment
Signed-off-by: Gaurav Gupta <gaugup@microsoft.com>
2022-05-05 23:48:07 +00:00
d6ff29de22
Cache and serialize the counterfactual explainer ( #1374 )
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* Cache and serialize the counterfactual explainer
Signed-off-by: Gaurav Gupta <gaugup@microsoft.com>
* Fix failing tests
Signed-off-by: Gaurav Gupta <gaugup@microsoft.com>
2022-04-27 22:36:31 +00:00
e93af5270a
Rename _validate_model_analysis_input_parameters() to _validate_rai_insights_input_parameters ( #1373 )
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Signed-off-by: Gaurav Gupta <gaugup@microsoft.com>
2022-04-27 19:26:44 +00:00
8f1afb00e4
move the root all data statistics to ErrorReport and ErrorAnalysisData ( #1352 )
2022-04-16 02:27:55 +00:00
d12630ecd1
update erroranalysis to 0.2.1 and remove some duplicate dependencies ( #1334 )
2022-04-15 18:58:03 +00:00
Ilya Matiach
Gaurav Gupta
Advitya Gemawat
Roman Lutz
Kashyap Patel
tongy-msft
jamesbchao
Vinutha Karanth
Jan-Benedikt Jagusch
Richard Edgar