kojikoji / exdyn

Estimate extrinsic factor dependent cell state dynamics using a deep generative model

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Exdyn

Exdyn is intended to analyze colocalization relation ships between single cell transcriptomes, integrating them with spatial transcriptome.

Instalation

You can install exdyn using pip command from your shell.

pip install exdyn  torchtext==0.6.0

Usage

You need to prepare AnnData objects which includes spliced and unspliced transcript counts for single cell transcriptome respectively. You can see the usage in IPython Notebook1 and IPython Notebook2.

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Estimate extrinsic factor dependent cell state dynamics using a deep generative model

License:MIT License


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Language:Python 91.8%Language:Jupyter Notebook 8.2%