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Add automl framework
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xzdandy committed Oct 28, 2023
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Expand Up @@ -159,6 +159,41 @@ Check more details on each supported data sources at [Data Sources documentation
Check more details on each supported model at [AI Engines documentation page](https://evadb.readthedocs.io/en/latest/source/reference/ai/index.html)
</details>

<details>
<summary> 🔧 Create and Fine-tune your AI models for regression, classification, and time series forecasting</summary>.
<br/>
<table>
<tr>
<th>Regression</th>
<th>Classification</th>
<th>Time Series Forecasting</th>
</tr>
<tr>
<td>

- Ludwig
- Sklearn
- Xgboost

</td>
<td>

- Ludwig
- Xboost

</td>
<td>

- Statsforecast
- Neuralforecast

</td>
</tr>
</table>

Check more details on each supported AutoML frameworks at [AI Engines documentation page](https://evadb.readthedocs.io/en/latest/source/reference/ai/index.html)
</details>

<details>
<summary> ⚡️ Faster queries thanks to <a href="https://evadb.readthedocs.io/en/latest/source/reference/optimizations.html">AI-centric query optimization </a> such as caching, batching, and parallel processing. </summary>

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- Query Predicate Reordering and Pushdown.

</details>
- 🔧 Fine-tune your AI models to achieve better results
<br/>

👋 Hey! If you're excited about our vision of bringing AI inside database systems, show some ❤️ by:
<ul>
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