Shypd.aiThe largest open index of AI toolsFeatureform is an open-source virtual feature store that transforms existing data infrastructure into a machine learning feature platform. It defines, manages, and serves ML features, labels, and training sets.
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About
Featureform is an open-source virtual feature store designed to empower data scientists by providing a centralized platform to define, manage, and serve machine learning features. It orchestrates existing data infrastructure to build and maintain training sets and production features, offering built-in versioning, lineage, orchestration, monitoring, and governance. The platform facilitates deployment by orchestrating transformation pipelines for both training and inference, enhances collaboration through searchable and reusable features, and organizes experimentation by capturing and versioning changes in feature pipelines. It also increases reliability with active monitoring for job failures and data drift, and preserves compliance with role-based access control, audit logs, and native integrations.
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Pricing & Plans
Open Source · Enterprise
Not publicly disclosed. Check featureform.com for current pricing.
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