CIlib
feathr
CIlib | feathr | |
---|---|---|
- | 9 | |
123 | 1,928 | |
0.0% | 0.7% | |
0.0 | 6.7 | |
over 1 year ago | 28 days ago | |
Scala | Scala | |
Apache License 2.0 | Apache License 2.0 |
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CIlib
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Tracking mentions began in Dec 2020.
feathr
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[D] good feature store?
For open source/free feature stores, look into Feathr https://github.com/feathr-ai/feathr and Feast https://feast.dev/.
- Open sourcing Feathr – LinkedIn’s feature store for productive machine learning
- Show HN: Feathr – An Open-Source, Enterprise-Grade Virtual Feature Store
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[P] Feathr - An Open-Source, Enterprise-Grade and High-Performance Feature Store
Open Sourcing Feathr
- [D] Your 🫵 Preferred Feature Stores?
- Feathr – LinkedIn Open Sourced Its Feature Store
- Feathr – an enterprise-grade, high performance feature store
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LinkedIn Open-Sources ‘Feathr’, It’s Feature Store To Simplify Machine Learning (ML) Feature Management And Improve Developer Productivity
LinkedIn research team has recently open-sourced feature store, Feathr, created to simplify machine learning (ML) feature management and increase developer productivity. Feathr is used by dozens of LinkedIn applications to define features, compute them for training, deploy them in production, and share them across consumers. Compared to previous application-specific feature pipeline solutions, Feathr users reported significantly reduced time required to add new features to model training and improved runtime performance.
What are some alternatives?
CIlib-tutorial
hopsworks - Hopsworks - Data-Intensive AI platform with a Feature Store
Lila - ♞ lichess.org: the forever free, adless and open source chess server ♞ [Moved to: https://github.com/lichess-org/lila]
feast - Feature Store for Machine Learning
scala - Scala 2 compiler and standard library. Bugs at https://github.com/scala/bug; Scala 3 at https://github.com/scala/scala3
featureform - The Virtual Feature Store. Turn your existing data infrastructure into a feature store.
lila - ♞ lichess.org: the forever free, adless and open source chess server ♞
OpenMLDB - OpenMLDB is an open-source machine learning database that provides a feature platform computing consistent features for training and inference.
DeepLearning.scala - A simple library for creating complex neural networks
metarank - A low code Machine Learning personalized ranking service for articles, listings, search results, recommendations that boosts user engagement. A friendly Learn-to-Rank engine
Clustering4Ever - C4E, a JVM friendly library written in Scala for both local and distributed (Spark) Clustering.
bytehub - ByteHub: making feature stores simple