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Scripts for using scanpy from the command line

Project description

scanpy-scripts

Scripts for using scanpy from the command line

In order to wrap scanpy's internal workflow in any given workflow language, it's important to have scripts to call each of those steps. These scripts are being written here, and will improve in completeness as time progresses.

Install

conda install scanpy-scripts
# or
pip3 install scanpy-scripts

Test installation

There is an example script included:

scanpy-scripts-tests.sh

This downloads a well-known test 10X dataset and executes all of the scripts described below.

Commands

Available commands are described below. Each has usage instructions available via --help, consult function documentation in scanpy for further details.

Usage: scanpy-cli [OPTIONS] COMMAND [ARGS]...

  Command line interface to [scanpy](https://github.com/theislab/scanpy)

Options:
  --debug              Print debug information
  --verbosity INTEGER  Set scanpy verbosity
  --version            Show the version and exit.
  --help               Show this message and exit.

Commands:
  read      Read 10x data and save in specified format.
  filter    Filter data based on specified conditions.
  norm      Normalise data per cell.
  hvg       Find highly variable genes.
  scale     Scale data per gene.
  regress   Regress-out observation variables.
  pca       Dimensionality reduction by PCA.
  neighbor  Compute a neighbourhood graph of observations.
  embed     Embed cells into two-dimensional space.
  cluster   Cluster cells into sub-populations.
  diffexp   Find markers for each clusters.
  paga      Trajectory inference by abstract graph analysis.
  dpt       Calculate diffusion pseudotime relative to the root cells.
  plot      Visualise data.

Project details


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