Audience

Anyone looking for an open-source feature store which provides easy access to consistent features across model training and online inference

About Feast

Make your offline data available for real-time predictions without having to build custom pipelines. Ensure data consistency between offline training and online inference, eliminating train-serve skew. Standardize data engineering workflows under one consistent framework. Teams use Feast as the foundation of their internal ML platforms. Feast doesn’t require the deployment and management of dedicated infrastructure. Instead, it reuses existing infrastructure and spins up new resources when needed. You are not looking for a managed solution and are willing to manage and maintain your own implementation. You have engineers that are able to support the implementation and management of Feast. You want to run pipelines that transform raw data into features in a separate system and integrate with it. You have unique requirements and want to build on top of an open source solution.

Integrations

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Company Information

Tecton
Founded: 2019
United States
feast.dev/

Videos and Screen Captures

Feast Screenshot 1
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Product Details

Platforms Supported
Windows
Mac
Linux
Training
Documentation
Support
Online

Feast Frequently Asked Questions

Q: What kinds of users and organization types does Feast work with?
Q: What languages does Feast support in their product?
Q: What other applications or services does Feast integrate with?
Q: What type of training does Feast provide?

Feast Product Features

Machine Learning

Deep Learning
ML Algorithm Library
Model Training
Natural Language Processing (NLP)
Predictive Modeling
Templates
Visualization
Statistical / Mathematical Tools