DrugBud-Suite / DockM8

All in one Structure-Based Virtual Screening workflow based on the concept of consensus docking.
https://drugbud-suite.github.io/dockm8-web/
GNU General Public License v3.0
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Implement Active learning for docking score prediction #7

Open Tonylac77 opened 8 months ago

Tonylac77 commented 8 months ago

Implement one or several of the available active-learning libraries for docking score prediction

Implement as a wrapper around dockM8, first iteration with random compound selection, then run dockM8 workflow.

Scores should be standardized according to the 1st and 99th percentile (or choosable threshold) to ensure consistency across the chemical space of the dataset.

Implement --mode in dockm8.py to handle the active learning mode.