Plug in ClearML Feature Store and add a simple way to manage & iterate on features for ML experiments. Integrate and start automating in minutes.
Fast, flexible feature stores
ClearML Feature Stores integrate with 2 lines of code. Designed to manage both structured & unstructured data for DL & ML experiments.
Automate workloads & pipelines
Start with simple automations of your features and develop to complex pipelines giving you immense flexibility.
Structured & unstructured features in the same store
Ingest any data type
From images and videos to LiDAR, audio, IoT sensors, and FLIR, Integrate your structured data sources with your sensor-based data for more comprehensive AI modeling, ClearML Feature Store handles all of the work around ingesting structure and unstructured data from any source into the feature store. Gracefully handles multi-cloud workloads in almost any format.
Continuous Training / Improvement
Combine our feature store with ClearML Orchestrate & ClearML Experiment to create an integrated data feedback loop to re-train deployed models based on real-world data.
Covers the basics and more
Deploy and serve features in production instantly; Monitor production features to detect breakages and drift; Build accurate training data sets using time travel / data versioning; Share, discover, and re-use features across your organization.
ClearML is helping us streamline our entire ML operation, from training to deployment to research. Everything is centralized and easy to compare and analyze. We now get new insights all the time thanks to ClearML
Emilio BoteroMachine Learning Developer
Check out the other main features of ClearML
Simple to start. Powerful automations that scale with you.