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Generative additive model for single cell perturbation

Project description

DensityFlow

A deep additive model for learning perturbation semantics.

Installation

  1. Create a virtual environment
conda create -n densityflow python=3.10 scipy numpy pandas scikit-learn && conda activate densityflow
  1. Install PyTorch following the official instruction.
pip3 install torch torchvision --index-url https://download.pytorch.org/whl/cu126
  1. Install SURE
pip3 install DensityFlow

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