Add forecasting to raiwidgets and add a forecasting notebook #2252
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Signed-off-by: Gaurav Gupta <[email protected]> Signed-off-by: Gaurav Gupta <[email protected]> Signed-off-by: Gaurav Gupta <[email protected]>
* Add model wrapper for wrapping predictions and test data Signed-off-by: Gaurav Gupta <[email protected]> * Fix failing tests Signed-off-by: Gaurav Gupta <[email protected]> Signed-off-by: Gaurav Gupta <[email protected]>
…ortance (#1770) Signed-off-by: Gaurav Gupta <[email protected]> Signed-off-by: Gaurav Gupta <[email protected]>
* Port tests Signed-off-by: Gaurav Gupta <[email protected]> * Fix rai_insights Signed-off-by: Gaurav Gupta <[email protected]> Signed-off-by: Gaurav Gupta <[email protected]>
* Simply tests in test_cohort_filter.py Signed-off-by: Gaurav Gupta <[email protected]> * Change test name Signed-off-by: Gaurav Gupta <[email protected]> Signed-off-by: Gaurav Gupta <[email protected]>
This commit adds the Forecasting Dashboard capabilities in both UI and SDK.
…/responsible-ai-toolbox into t-wangjohn/forecasting
…olbox into t-wangjohn/forecasting
…e conversion, remove obsolete managers
…ionalities from forecasting
…olbox into romanlutz/forecasting
…olbox into romanlutz/forecasting
...src/lib/describer/modelAssessment/whatIfForecasting/describeWhatIfForecastingCreateWhatIf.ts
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notebooks/responsibleaidashboard/tabular/responsibleaidashboard-orange-juice-forecasting.ipynb
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imatiach-msft
approved these changes
Aug 21, 2023
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…olbox into romanlutz/forecasting_raiwidgets_and_notebook
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Description
This change adds forecasting support to raiwidgets behind a feature flag. Without the feature flag, the behavior remains unchanged and even with the flag we warn users that it's not supported yet.
The notebook uses sktime to build a model and evaluates it with the RAI dashboard. Using this notebook, I've added basic e2e tests.
Checklist