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[NotForMerging]Add mlflow loader for glassbox models #123
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[NotForMerging]Add mlflow loader for glassbox models #123
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Signed-off-by: Eduardo de Leon <eddeleon@microsoft.com>
Signed-off-by: Eduardo de Leon <eddeleon@microsoft.com>
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Signed-off-by: Eduardo de Leon <eddeleon@microsoft.com>
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[NotForMerging]Add mlflow loader for glassbox models
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Hi @eedeleon -- I see this PR has been labeled "NotForMerging" for a while now. What's the current status? |
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Allows for operationalizing EBM along with all glassbox models that support explain_global.
Example:
Code follows a similar paradigm to: https://www.mlflow.org/docs/latest/models.html#example-creating-a-custom-add-n-model without enforcing interpret take a dependency on mlflow.
mlflow is a soft dependency to allow for an enhanced mlflow experience without affecting existing user experiences