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Dev tools · May 9, 2023

Open-source toolkit for ML model evaluation and active learning

The toolkit to test, validate, and evaluate your models and surface, curate, and prioritize the most valuable data for labeling. - encord-team/encord-active

Open-source toolkit for ML model evaluation and active learning launched on May 9, 2023 with 11 votes, #1,672 of 4,910 launches that month and more than 75% of that year's launches. The site was still online in September 2026, 3 years on.

In plain words

This open-source toolkit helps developers evaluate machine learning models and implement active learning strategies. It provides tools for assessing model performance and selecting which data points to label for training, reducing the need for large manually-labeled datasets. The toolkit is designed for machine learning engineers and data scientists working on model development and optimization. Available on GitHub, it offers a free, community-driven approach to model evaluation workflows.

written from the facts on this page · September 2026

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