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HydraNet is a multi-headed deep learning system for predicting Cas12a guide RNA activity using both gRNA sequence information and pre-computed biophysical features. Models are available trained on 3 Cas12a variants: opCas12a (AsCas12a), D156R LbCas12a, WT LbCas12a.