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Evaluation metrics for perturb-seq model predictions

Project description

PerturbHD: Evaluation Metrics for AI-Enabled Hit Discovery

Evaluation functions to compute PerturbHD hit discovery metrics. See tutorials/tutorial.ipynb for usage.

Installation

pip install perturb-hd

Citation

@article{Bereket2026PerturbHD,
  author  = {Bereket, Michael D and Leskovec, Jure},
  title   = {Are Current AI Virtual Cell Models Useful for Scientific Discovery?},
  journal = {bioRxiv},
  year    = {2026},
  doi     = {10.64898/2026.04.23.719015}
}

Paper Link

Code to reproduce experiments

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