Feature Stores

Description

These are data stores optimized to manage features, the input attributes for machine learning models. A feature store typically is layered on top of a lower level storage machanism, either a database, a key-value store, or cloud object storage. Features stores may also provide tools to create the feature values from the underlying data sources via an Extract Transform Load (ETL) process.

Projects

4

Lines Committed vs. Age Chart (click to view)

Lines Committed vs. Age Chart (click to view)

Projects

Project

Size Score

Trend Score

Byline

Butterfree

1.75

3.5

A tool for building feature stores.

ByteHub

1.75

6.0

Making feature stores simple

Feast

5.5

7.0

Feature Store for Machine Learning

Feathr

2.25

8.75

An Enterprise-Grade, High Performance Feature Store