Questions about using this package in practice

[Shentao-YANG]

Hi,

Thanks for this excellent package. I have the following questions for practical usage of this package:

1. In the demo_run.py file you use the the function Binning(y_var, n_threshold = 50, y_threshold = 10, p_threshold = 0.35, sign=False) to create the bin_object.

• May I ask how did you set up the parameters in the function Binning?
• What are the meanings of those parameters?

I think it will be great if you can provide some documentation / doc string.

2. In the demo_run.py file you only create bins for one covariate (var = "Age..years."). In practice, unfortunately we will have a lot.

• Could you provide an example of binning more than one covariates?
• How will you manage the data structure that will retain both the name of the covariate and the corresponding bin_object?
• How will you save locally such a data structure (name of the covariate + the corresponding bin_object) for using it later time?

Great thanks!