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New PipeOpEncodePL for Piecewise Linear Encoding #861

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closes #813

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Consider whether we need to specify .additional_phash_input in tree pipeop.

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Fix column naming. Currently, column names are duplicated, with this behavior being introduced through the helper function.

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Check numsplits behavior and interpretation.

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Fix column naming. Currently, column names are duplicated, with this behavior being introduced through the helper function.

imap() sets names. Also try out imap_dtc().

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Do we want to add a public method to retrieve the learner?

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regression tree based binning of cts features
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