Update xgboost v2 and restrict Python versions

[celestinoxp]

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[tvdboom]

The changes in pycaret/containers/models/classification.py should also be made in the regression and forecast modules.

[tvdboom]

Please, also change xgboost in the file pycaret/containers/models/time_series.py.

Also, the test failing you mentioned in #3750 is fixed in #3756. If that PR goes through (depending on tests), you should change the required versions to accept 3.11

[tvdboom]

Hi @celestinoxp, #3756 is going to go through soon (this week probably) so we can add support for 3.11 as well

[celestinoxp]

Hi @celestinoxp, #3756 is going to go through soon (this week probably) so we can add support for 3.11 as well

Hi. support for python 3.11 added.
It is possible that more modifications to the code regarding xgboost will be necessary, but perhaps it would be better to add other pull-requests in the future... my experience is little and it would be good if the pycaret team was more active in order to help. You can change my commits at will, I activated the option "Allow edits by maintainers"

[tvdboom]

Lgtm. Thx for the contribution.