Feature Store Solutions for AI
- 01. Tacnode Feature Store computes and serves features directly on live system state. No warehouse. No reverse ETL. No sync gap.
- 02. Amazon SageMaker Feature Store is a fully managed, purpose-built repository to store, update, retrieve, and share machine learning (ML) features.
- 03. Feast is a standalone, open-source feature store that organizations use to store and serve features consistently for offline training and online inference.
- 04. Featureform allows data scientists to define, manage, and serve machine learning features across your organization.
- 05. Hopsworks - The unified platform for feature engineering, real-time ML, and production AI.
- 06. Databricks Feature Store provide data teams with the ability to create new features, explore and reuse existing ones, publish features to low-latency online stores, build training data sets and retrieve feature values
- 07. The JFrog ML Feature Store optimizes the entire feature lifecycle, allowing feature collaboration, ensuring consistency, and enhancing reliability in feature engineering and deployment.
- 08. Butterfree - A tool for building feature stores. Transform your raw data into beautiful features.
- 09. Iguazio Integrated Feature Store -Easily engineer online and offline features, share them across teams and ML applications with minimal development and integration effort
- 10. Feathr – An Enterprise-Grade, High Performance Feature Store
- 11. Kaskada is a next-generation streaming engine that connects AI models to real-time & historical data.