Let's say I obtained a timeserie (in blue) (with some missing data) that is (as far as i understood) : - following a general trend between specific points - more or less cyclic
I have drawn the red curve myself. I need to find a way to obtain it in realtime... I mean, that even when I am in peak in the middle of the graph, it should show me the red line.
I want to use machine learning (tf, sklearn or statsmodel) to learn from few curves and identify the new one in realtime...
Have anyone face the same kind of problem ?
Realtime mean that i d'ont have the full input (blue). ie I have it until may 17 10:00, i have to find the output (red) at may 17 10:00.
There no model for getting red from blue... In fact, peaks have to be ignore to get the red curve.
The zeros come from the fact that there is a big change in the blue curve, and the red curve's "origin" will change and go up