imputation notebooks closes #204 #58 (#209)

* Impuatation notebooks review 1

* imputation notebook review 2

* fix imputation, add explanation, add attributes printouts

Co-authored-by: Pradumna Suryawanshi <[email protected]>

Author: solegalli