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

An English [version of this video](https://www.youtube.com/watch?v=s8Q_orF4tcI) — Nikita K, Aug 02 '17 at 09:02
Search for examples and tutorials on how to apply gradient boosting methods to time series and forecasting. These will probably be useful in the case of catboost too. — ben, Aug 25 '17 at 12:55

score 0 · Answer 1 · answered May 02 '22 at 19:19

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

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.

answered May 02 '22 at 19:19

K. Thorspear

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How can I use has_time=True with a timestamp column? There is not any example on the whole Internet. – kadir_cakir May 09 '22 at 14:33

Example how to use catboost with the time series data

1 Answers1