Installation

Prerequisites

conda prerequisites

  1. Install Conda. We typically use the Miniconda Python distribution. Use Python version >=3.7.

  2. Create a new conda environment:

    conda create -n scgen-env python=3.7
    
  3. Activate your environment:

    source activate scgen-env
    

pip prerequisites:

  1. Install Python, we prefer the pyenv version management system, along with pyenv-virtualenv.

  2. Install PyTorch. If you have an Nvidia GPU, be sure to install a version of PyTorch that supports it – scGen runs much faster with a discrete GPU.

scGen installation

Install scgen in one of the following ways:

Through pip:

pip install scgen

Through pip with packages to run notebooks. This installs scanpy, etc.:

pip install scgen[tutorials]

Nightly version - clone this repo and run:

pip install .

For development - clone this repo and run:

pip install -e .[dev,docs]