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Mats E. Mollestad committed Nov 13, 2023
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# Aligned

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Aligned helps improving ML system visibility, while also reducing technical, and data debt, as described in [Sculley et al. [2015]](https://papers.nips.cc/paper/2015/file/86df7dcfd896fcaf2674f757a2463eba-Paper.pdf).
A data managment tool for ML applications.

Similar to have DBT is a data managment tool for business analytics, will Aligned manage ML projects.
Therefore, Aligned makes it possible to collect data lineage between models, feature transformations etc. While also making it easy to reduce data leakage with point-in-time valid data and fix other problems described in [Sculley et al. [2015]](https://papers.nips.cc/paper/2015/file/86df7dcfd896fcaf2674f757a2463eba-Paper.pdf).


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