BaseAL: Active Learning Baseline (Release v1.1.0)
Abstract
BaseAL is an framework for developing and evaluating active learning methods v1.1.0 (Updated Dataset Format) The dataset format has been updated using the dataset generator for improved compatibility v1.0.0 (Initial Release) Core functionality: active learning pipeline and baseline sampling methods Visualisation tools: Embedding clustering and performance charts
Fields of Study & Subjects
Machine Learning and Algorithms
Machine Learning and Data Classification
Machine Learning in Materials Science
Publication details
- Journal / source
- Zenodo (CERN European Organization for Nuclear Research)
- Publication date
- 3 February 2026