EXISTING FEATURE STORES

Hopsworks

Hopsworks

Updated on:
October 18, 2024

The first open-source Feature Store and the first with a DataFrame API. Most data sources (batch/streaming) supported. Ingest features using SQL, Spark, Python, Flink. The only feature store supporting stream processing for writes. Available as managed platform and on-premises.

Company:
Hopsworks
Vendor
Open source
On-Prem
Featureform

Featureform

Updated on:
August 11, 2023

FeatureForm is a virtual feature store platfrom - you plug in your offline and online data stores. It supports Flink, Snowflake, Airflow Kafka, and other frameworks.

Company:
Featureform
Vendor
On-Prem
Open source
Iguazio

Iguazio

Updated on:
August 11, 2023

A centralized and versioned feature storre built around their MLRun open-source MLOps orchestration framework for ML model management. Uses V3IO as it offline and online feature stores.

Company:
Iguazio
Vendor
On-Prem
Open source
H2O Feature Store

H2O Feature Store

Updated on:
October 3, 2023

H2O.ai and AT&T co-created the H2O AI Feature Store to store, update, and share the features data scientists, developers, and engineers need to build AI models.

Company:
H2O.ai and AT&T
Vendor
On-Prem