# general

marah othman

06/22/2023, 8:08 AM
in neuralforcast library for what we can use static feature and dynamics df and also new data can any one told me the difference between those parameters in ml forecast because i need to add feature not just the lag and do i need to add the lag feature to predict in ml forecast models or not

Max (Nixtla)

06/22/2023, 7:13 PM
Static features are features that dont change over time. Something like category of a product. Dynamic features are things like the price of the item or temperature at that day. Here is a tutorial for neural: