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2025-04-07 Update From: SLTechnology News&Howtos shulou NAV: SLTechnology News&Howtos > Internet Technology >
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# AI open source-Featuretools #
This is an open source python framework (https://www.featuretools.com/) for automation feature engineering.
It can help developers construct features automatically from a set of related data tables. The developer only needs to know the basic structure of the data table and the relationship between them, and then specify it in the entity set (a data structure). Then, with the entity set in place, a method called deep feature synthesis (DFS) is used to build thousands of features in a function call.
GitHub address:
Https://github.com/FeatureLabs/featuretools
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