microsoft / microsoft/causica

Does Causica support missing data in the training dataset ?

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@LaurantChao is already working on this.

Since Feb 13, 2024.

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Description

As claimed in the Readme on github, "Additionally, DECI supports learning under partially observed data."
I purposely injected some Nan into pandas dataframe in multi_investment_sales_attribution example, but it's getting lots of training errors complaining missing values. How to get DECI working on real-world data that missing values are inevitable ?

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