Temporal Net

It is the economic network implementation for learning long-term impacts from signals.

Approach

It creates a linear baseline at each sales start for each granularity and then multiply each week's multiplicative impacts (due to external factors such as weather, price, holiday, unemployment rate etc.) and then add each week's additive impacts (investment impacts) to get the total revenue at each week.