azul

[Core] Add support for polars

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### Description Our codebase primarily relies on pandas for data handling and manipulation tasks. However, we have identified potential performance improvements that could be gained by incorporating support for [Polars](https://github.com/pola-rs/polars),...

[Core] Add interpretability capabilities trough SHAP

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### Description To enhance the interpretability of models trained using `MLForecast`, we propose leveraging [SHAP (SHapley Additive exPlanations)](https://github.com/slundberg/shap). SHAP is compatible with XGBoost, LightGBM, and scikit-learn models. Currently, if we...

Add Cyclic Boosting Machines (CBM) integration

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## Description This PR allows training [Cycling Boostin Machines](CBM). Requested in #127. Checklist: - [ ] This PR has a meaningful title and a clear description. - [ ] The...

[FEAT] Inform users when `num_partitions>1`

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currently, when `num_partitions > 1`, the sdk returns the following information: it might be good to add information about the partitions.

Improving reproducibility using Docker (PERMBU_MINT)

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Hi, I had some issues trying to replicate the code, especially the `PERMBU_MINT` model. I wrote a `Dockerfile` to solve those issues. Now, replicating the results is as easy as...

feat: add tigemen docs

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# Description # Checklist - [x] I have read the contribution guidelines. - [General](https://github.com/Azure/azureml-examples/blob/main/CONTRIBUTING.md) - [SDK](https://github.com/Azure/azureml-examples/blob/main/sdk/CONTRIBUTING.md) - [CLI](https://github.com/Azure/azureml-examples/blob/main/cli/CONTRIBUTING.md) - [x] I have coordinated with the docs team ([email protected]) if this...

Update openapi json file

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Created by Github action

chore: v0.5.2

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the current version does not include from which breaks the colab notebooks:

hotfix: support azureai model as in the docs

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this is a hardcoded solution for model=azureai when using an azure endpoint.