Feature store preview #226
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Description
Documentation
https://feature-store-accelerated-data-science.readthedocs.io/en/latest/
Integrations
great expectations: Feature store supports great expectations validations for validation of data as this library seems to be mature, could be run with minimal additional dependencies and there’s a possibility to scale with apache spark.mlm: Feature store supports mlm profiler for statistics of data as this library could be run with minimal additional dependencies and there’s a possibility to scale with apache spark.plotly: Feature store uses plotly to showcase histograms and charts for each feature within a feature group or dataset.delta-spark: Feature store uses delta for each commit to allow time travel of queries and to allow capabilities like schema enforcement and schema evolution.Unit tests
Integration tests