arXiv Machine Learning
Sep 29

ALF: An Active Learning Framework for Scientific Discovery

ALF is a modular active learning framework designed to streamline the entire data acquisition process for scientific discovery. It offers a single API that supports both offline benchmarking against existing datasets and online deployment with an oracle for real‑world candidate acquisition. The framework is open‑source and available on GitHub.

By Shikha Surana, Alex Hawkins-Hooker, Olivia Gallup, Christoph Brunken, Jules Tilly, Paul Duckworth