Prophet, by default, is designed to forecast the future. However, with some additional steps, it can backcast the past as well. I illustrate this in the notebook prophet_backcasting.ipynb.
berkidem/backcasting
A simple example of "reverse forecasting" (or backcasting) using Prophet
Jupyter NotebookMIT