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Top 11 feature-store Open-Source Projects
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InfluxDB
Power Real-Time Data Analytics at Scale. Get real-time insights from all types of time series data with InfluxDB. Ingest, query, and analyze billions of data points in real-time with unbounded cardinality.
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OpenMLDB
OpenMLDB is an open-source machine learning database that provides a feature platform computing consistent features for training and inference.
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energy-forecasting
๐ ๐ง๐ต๐ฒ ๐๐๐น๐น ๐ฆ๐๐ฎ๐ฐ๐ธ ๐ณ-๐ฆ๐๐ฒ๐ฝ๐ ๐ ๐๐ข๐ฝ๐ ๐๐ฟ๐ฎ๐บ๐ฒ๐๐ผ๐ฟ๐ธ | ๐๐ฒ๐ฎ๐ฟ๐ป ๐ ๐๐ & ๐ ๐๐ข๐ฝ๐ for free by designing, building and deploying an end-to-end ML batch system ~ ๐ด๐ฐ๐ถ๐ณ๐ค๐ฆ ๐ค๐ฐ๐ฅ๐ฆ + 2.5 ๐ฉ๐ฐ๐ถ๐ณ๐ด ๐ฐ๐ง ๐ณ๐ฆ๐ข๐ฅ๐ช๐ฏ๐จ & ๐ท๐ช๐ฅ๐ฆ๐ฐ ๐ฎ๐ข๐ต๐ฆ๐ณ๐ช๐ข๐ญ๐ด
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serverless-ml-course
Serverless Machine Learning Course for building AI-enabled Prediction Services from models and features
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SaaSHub
SaaSHub - Software Alternatives and Reviews. SaaSHub helps you find the best software and product alternatives
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redis-ai-resources
โจ A curated list of awesome community resources, integrations, and examples of Redis in the AI ecosystem.
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sagemaker-feature-store-real-time-recommendations
Build a real-time recommendation engine for an e-commerce website leveraging SageMaker Feature Store as a core component of the solution.
Project mention: OpenMLDB v0.9.0 Release: Major Upgrade in SQL Capabilities Covering the Entire Feature Servicing Process | dev.to | 2024-05-02For detailed release notes, please refer to: https://github.com/4paradigm/OpenMLDB/releases/tag/v0.9.0
Project mention: Full Stack 7-Steps MLOps Framework โ Learn ML and MLOps by Building an ML System | news.ycombinator.com | 2023-09-26
Feature Hub for Flink and Spark https://github.com/alibaba/feathub
Can anyone help in running a code on sagemaker? Its a repository hosted on aws-samples still its not running our base is that code if that doesn't work we cant make a project. I have an aws account. https://github.com/aws-samples/sagemaker-feature-store-real-time-recommendations
feature-store related posts
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What's Happening with Feast?
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Running The Feast Feature Store With Dragonfly
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[D] good feature store?
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Best options for hosting datasets? (Currently using GitHub)
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Don't build ML infra, build ML services in mins w Serverless ML โ a course
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GitHub Action Transcription
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Open sourcing Feathr โ LinkedInโs feature store for productive machine learning
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A note from our sponsor - SaaSHub
www.saashub.com | 16 May 2024
Index
What are some of the best open-source feature-store projects? This list will help you:
Project | Stars | |
---|---|---|
1 | feast | 5,293 |
2 | feathr | 1,934 |
3 | featureform | 1,711 |
4 | OpenMLDB | 1,552 |
5 | hopsworks | 1,087 |
6 | energy-forecasting | 795 |
7 | serverless-ml-course | 487 |
8 | feathub | 296 |
9 | redis-ai-resources | 120 |
10 | bytehub | 57 |
11 | sagemaker-feature-store-real-time-recommendations | 29 |
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