Does Causica support missing data in the training dataset ?

microsoft / causica

MIT License

427 stars 54 forks source link

Does Causica support missing data in the training dataset ? #77

Open allenkao opened 10 months ago

allenkao commented 10 months ago

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 ?

LaurantChao commented 7 months ago

Thanks for the issue @allenkao. Apologies for the confusion, missing values are not supported in our current release of Causica. However, you may find the legacy release that supports the missing data functionality here: https://github.com/microsoft/causica/releases/tag/v0.0.0

We will update our Readme accordingly.