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3LC

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About

3LC is a turn-key solution providing model-guided, interactive debugging and enhancements for training data. It enables data scientists to see their dataset through their model's perspective, helping to identify crucial samples, ascertain inefficiencies, and improve model performance. The platform features dataset versioning for tracking changes, experiment tracking for detailed performance metrics, and allows integration with existing ML tools via a simple command. Users can keep their data local without uploading to the service, ensuring their data stays where it is. With an emphasis on data quality, 3LC aims to make machine learning processes more transparent and user-friendly, enhancing the speed at which models can be trained and improved. The service provides no sign-up required to get started and offers demo meetings for in-depth guidance.

Platform

Keywords

machine learning debugging experiment tracking versioning data enhancement

Task

Features

• real-time debugging

• integration with existing ml tools

• interactive data enhancements

• model-guided insights

• dataset versioning

• detailed experiment tracking

• no data upload required

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