daefresh/awesome-data-temporality
A curated list to help you manage temporal data across many modalities 🚀.
This is a curated list of tools and concepts to help you manage data that changes over time, ensuring you can track, reproduce, and analyze historical information. It shows you how to handle data versioning, 'time travel' in databases, and more, offering solutions for anyone needing to maintain a reliable history of their data. This is ideal for data professionals, machine learning engineers, and database administrators.
118 stars. No commits in the last 6 months.
Use this if you need to understand how to store, retrieve, and manage different versions of your datasets or database records over time, particularly for auditing, analysis, or machine learning reproducibility.
Not ideal if you are looking for an off-the-shelf software application for general data management that does not specifically focus on temporal data aspects.
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Dec 24, 2022
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