FeatureBase flips the script on data preparation and automates feature extraction as the first step, effectively eliminating the most costly, time-consuming part of most analytical workloads. Feature extraction and storage technology enables real-time analytics and AI initiatives, making model-ready data instantly accessible, without the need to copy or pre-process data. Molecula leaves data at its source and continuously extracts and updates only features in real time. All of an organization’s data can be converted to reusable features and analyzed with low latency, the freshest data, greatest throughput, and highest concurrency.
- @Molecula
- Developer
- Country of Origin
- US
- Start Year
- 2017 [03]
- Former Name
- Pilosa
- Written in
- Go
- Compatible With
- FeatureBase
- License
- Proprietary
FeatureBase flips the script on data preparation and automates feature extraction as the first step, effectively eliminating the most costly, time-consuming part of most analytical workloads. Feature extraction and storage technology enables real-time analytics and AI initiatives, making model-ready data instantly accessible, without the need to copy or pre-process data. Molecula leaves data at its source and continuously extracts and updates only features in real time. All of an organization’s data can be converted to reusable features and analyzed with low latency, the freshest data, greatest throughput, and highest concurrency.
History
FeatureBase spun out of an open-source project called Pilosa in 2017. Since then it has been enhanced along a number of axis: FeatureBase is available as a cloud SaaS product or as a locally-managed database. FeatureBase offers robust clustering, Delete, Time to Live, and SQL functionality.
Citations
3 sources- https://www.molecula.com/featurebase molecula.com
- Guides featurebase.app
- https://www.crunchbase.com/organization/molecula crunchbase.com