Predictive Power Score Implementation in Python

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The PPS or ppscore library is an asymmetric, data-type-agnostic score that can detect linear or non-linear relationships between two columns. The score ranges from 0 (no predictive power) to 1 (perfect predictive power). It can be used as an alternative to the correlation (matrix). In this blog I will discuss how to use the library as well as give my thoughts on it’s functions. To get started you will want…