Github user BryanCutler commented on a diff in the pull request:

    https://github.com/apache/spark/pull/17922#discussion_r126765747
  
    --- Diff: python/pyspark/ml/classification.py ---
    @@ -246,18 +246,55 @@ class LogisticRegression(JavaEstimator, 
HasFeaturesCol, HasLabelCol, HasPredicti
                        "be used in the model. Supported options: auto, 
binomial, multinomial",
                        typeConverter=TypeConverters.toString)
     
    +    lowerBoundsOnCoefficients = Param(Params._dummy(), 
"lowerBoundsOnCoefficients",
    +                                      "The lower bounds on coefficients if 
fitting under bound "
    +                                      "constrained optimization. The bound 
matrix must be "
    +                                      "compatible with the shape "
    +                                      "(1, number of features) for 
binomial regression, or "
    +                                      "(number of classes, number of 
features) "
    +                                      "for multinomial regression.",
    +                                      
typeConverter=TypeConverters.toMatrix)
    +
    +    upperBoundsOnCoefficients = Param(Params._dummy(), 
"upperBoundsOnCoefficients",
    +                                      "The upper bounds on coefficients if 
fitting under bound "
    +                                      "constrained optimization. The bound 
matrix must be "
    +                                      "compatible with the shape "
    +                                      "(1, number of features) for 
binomial regression, or "
    +                                      "(number of classes, number of 
features) "
    +                                      "for multinomial regression.",
    +                                      
typeConverter=TypeConverters.toMatrix)
    --- End diff --
    
    I think you can condense this and the above text blocks some more


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