Thrivikraman V issues

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                                            Thrivikraman V

Predicted integer parameter out of bounds

### Observation For an integer parameter with a min value of 1 and a max value of 15, HyperMapper predicts a value of 16 in some iterations. ### Hypothesis I...

Error with standard latin hypercube sampling when number_of_samples = 2

The following error comes up when using Standard Latin Hypercube sampling and the number_of_samples is 2. There is no error when the the number_of_samples is 1 or when it is...

Parameter sparse in sklearn.preprocessing.OneHotEncoder deprecated since v1.2

The latest version of sklearn is 1.2.1. The official documentation says "sparse is deprecated in 1.2 and will be removed in 1.4. Use sparse_output instead." (https://scikit-learn.org/stable/modules/generated/sklearn.preprocessing.OneHotEncoder.html) The issue can be...