Github user dbtsai commented on the issue:

    https://github.com/apache/spark/pull/17715
  
    Many use-cases are setting the bounds as a constant instead of setting each 
dimensional individually. Maybe we can add the following APIs.
    
    ```scala
    def setLowerBoundsOnIntercepts(bound: Double)
    ...
    ```


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