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CRISPR Guide Efficiency Predictor (BiLSTM)
Bidirectional LSTM over one-hot encoded guide RNA sequence predicting on-target editing efficiency (0-1).
v1.0.0
AI & ML
Model Registry: crispr_guide_efficiency
Run
Input
Mode
Infer — run predictions with a registered model
Train — train and register a new model version
guide_id, sequence columns (guide RNA + PAM context, e.g. 23bp for SpCas9)
Labels / targets (required for Train)
Model reference (Infer mode)
Hyperparameters (JSON, Train mode)
Results
Run Log