Active Learning
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Working with Large Virtual Chemical Libraries: Part 1 - Active Learning
If a computational scoring function takes just one second per molecule, screening a billion-compound library would take nearly 32 years. In part one of this series, I look at how we can use active learning loops to train a machine learning model, allowing us to intelligently hunt down the highest-performing molecules without exhaustively testing the whole library.