Open Source
Featureform
The Virtual Feature Store. Turn your existing data infrastructure into a feature store.
Our verdict
We have not reviewed Featureform yet
No one at Enterprise DNA has checked this listing against its sources. The description comes from public listings gathered automatically. Any fact below shows where it came from and when it was last checked.
From the listing
About Featureform
Featureform is an open source virtual feature store that turns existing data infrastructure into a feature store. It uses Go to orchestrate and manage feature pipelines across databases, warehouses, and streaming systems without moving data. Users define features declaratively and Featureform handles serving, training, and monitoring.
Best for
ML teams who want a lightweight, infrastructure-agnostic feature store without migrating data
Use cases
- Centralizing feature definitions across multiple data sources
- Serving consistent features for training and inference
- Monitoring feature drift and lineage in production ML pipelines
Notes
1,981 stars on GitHub. Last updated 2025-07-03. Licensed MPL-2.0.
Pros
- Works with existing data infrastructure without requiring data migration
- Declarative API simplifies feature management and versioning
- Open source with strong community support and Go performance
Cons
- Requires understanding of declarative configuration for setup
- Limited to feature store use cases, not a general observability tool
- Community-driven support may lag behind commercial alternatives
Key facts
What we have checked
- Latest version
- 0.12.1 (released 13 Feb 2024)
- GitHub stars
- 1,991
Each value shows when we last confirmed it and where it came from. Values we have not confirmed are left out, never guessed.
Stars and usage
How Featureform is growing
1,981 to 1,991
Sources
Where this comes from
- GitHubOfficial
- github api via nightly crawl, recovered from git history 20e874270887c1008f860ee0198e461a23c9e438Registry
A source shows what was published when we checked it. It does not certify security, performance or a working installation. Read our method.
Changelog
What changed
Released 0.12.1
Released 0.12.0
Released 0.11.0
Released 0.10.1
Released 0.10.0
Released 0.9.0
Released 0.8.1
Released 0.8.0
Released 0.7.3
Released 0.7.2
Pairs with
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