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feature-engine / feature_engine

Feature engineering package with sklearn like functionality
https://feature-engine.trainindata.com/
BSD 3-Clause "New" or "Revised" License
1.91k stars 310 forks source link

add miceforst in the Missing Data Imputation #448

Open AirFin opened 2 years ago

AirFin commented 2 years ago

Hello,guys, I find an amazing package miceforst ，which can be added in the Missing Data Imputation.

GitHub link: https://github.com/AnotherSamWilson/miceforest

the official description:

Fast, memory efficient Multiple Imputation by Chained Equations (MICE) with lightgbm.

There is currently no such strategy for filling missing values in feature_engine, and I think it is very advanced. This method keeps the distribution of the filled data the same as the original data distribution.

Thanks♪(･ω･)ﾉ

solegalli commented 2 years ago

Thank you @SharkFin-top