https://store-images.s-microsoft.com/image/apps.48011.53f66a5a-4a4a-40f0-bd0e-7e17817a9abe.1f03475a-2d9d-4d4c-a733-f7f11b90b5a6.3c99b5ee-8a93-4d3e-b3d4-e09008b5226e

Feathr Feature Store on Azure

by Microsoft AI Co-Innovation Engineering

Open Source LinkedIn Feathr Feature Store running on Azure

Feathr is an Enterprise-Grade, High Performance Open Source Feature Store from LinkedIn, and it lets you:

  • define features based on raw data sources, including time-series data, using simple APIs.
  • get those features by their names during model training and model inferencing.
  • share features across your team and company.

Feathr automatically computes your feature values and joins them to your training data, using point-in-time-correct semantics to avoid data leakage, and supports materializing and deploying your features for use online in production.

At a glance

https://store-images.s-microsoft.com/image/apps.30138.53f66a5a-4a4a-40f0-bd0e-7e17817a9abe.1f03475a-2d9d-4d4c-a733-f7f11b90b5a6.8e234cb0-8817-448c-9817-74a84be87830
https://store-images.s-microsoft.com/image/apps.30470.53f66a5a-4a4a-40f0-bd0e-7e17817a9abe.1f03475a-2d9d-4d4c-a733-f7f11b90b5a6.0edd4b47-ecfe-4326-a946-6e8537e40f1f
https://store-images.s-microsoft.com/image/apps.54575.53f66a5a-4a4a-40f0-bd0e-7e17817a9abe.1f03475a-2d9d-4d4c-a733-f7f11b90b5a6.b4dcfeef-5aeb-4a01-989e-58a00529d7d4