getInventoryList is not appropriate here. I left you as exercice to find which method is appropriate for this use case.
Also some parameters are missing because here you get all the inventory of everything the company is selling or buying and all other movements made in that ERP5

- explanation about the preparation of data for scikit-learn fit methods
- removed SGD regression because its prediction is very bad and makes the plot really ugly