Add future forecast for mlforecast

[Shafi2016]

We need to add to a sub function to ModelTimeRefit to refit the mlforecast models on entire data, then use it make future forecast with ModelTimeForecast, for this we need to sub-function to _predict_future_data function class ModelTimeForecast.

This colab notebook show how to forecast using mlforecast models on test data.