Migrate from PyCaret to AutoGluon

[amotl]

About

As everyone has seen, PyCaret has come to an end. The team abandoned the project (personal and job changes). So it's time to move to a project that has constant maintenance and code updated with the latest packages.

Migrating from PyCaret to AutoGluon is very easy. If you take a look at the examples (https://auto.gluon.ai/stable/index.html) you will see that it is not very different from PyCaret.

References

• Is the repo actively maintaned? pycaret/pycaret#4106
• Changing from Pycaret to AutoGluon autogluon/autogluon#4605

Resources

• Forecasting with Chronos
• Forecasting Time Series - Model Zoo

Trivia

I didn't know the R caret package about Classification and Regression Training was the blueprint for PyCaret in one way or another, at least naming-wise.

caret is short for Classification And REgression Training.

• https://topepo.github.io/caret/
• https://github.com/topepo/caret

/cc @andnig, @ckurze, @simonprickett, @wierdvanderhaar, @hammerhead