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Library for fancy isotonic regression, more than what's in sklearn

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Hi, thanks for sharing, highly appreciate. Can you check if BinomialIsotonicRegression should be checking for y monotonicity? is it necessary? So, I'm running this: BinomialIsotonicRegression(10, increasing=True, curve_algo=PiecewiseConstantIsotonicCurve).fit(x, y) for probability...