is there any interpolation method in python which is similar to Empirical Bayesian Kriging?

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EBK Regression Prediction is ESRI propriety tool for interpolation. But I am looking for some open source solution with same method Empirical Bayesian Kriging. I have 10 location rainfall data. I want to interpolate the data to fill the gap in between. my dependent variable will be rainfall data and explanatory variable will be DEM.

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