Example how to use catboost with the time series data

Question

In the introduction/promo video (https://www.youtube.com/watch?v=s8Q_orF4tcI) you have mentioned that Catboost can analyse the time series historical data for weather forecasts.

But I was not able to find anything like this in tutorials: https://github.com/catboost/catboost/tree/master/catboost/tutorials

Answer 1

Here are some examples of time series models using CatBoost (no affiliation):

1. Kaggle: CatBoost - forget about time series
2. Forecasting Time Series with Gradient Boosting

One thing I see around that I don't have first-hand knowledge of is using the has_time parameter to specify that the observations should be ordered (and not randomized) using a timestamp column.