:orphan:  .. only available via index, not via toctree

.. title:: Package Recipe 'bioconductor-clustsignal'
.. highlight: bash

bioconductor-clustsignal
========================

.. conda:recipe:: bioconductor-clustsignal
   :replaces_section_title:
   :noindex:

   ClustSIGNAL\: a spatial clustering method

   :homepage: https://bioconductor.org/packages/3.22/bioc/html/clustSIGNAL.html
   :license: GPL-2
   :recipe: /`bioconductor-clustsignal <https://github.com/bioconda/bioconda-recipes/tree/master/recipes/bioconductor-clustsignal>`_/`meta.yaml <https://github.com/bioconda/bioconda-recipes/tree/master/recipes/bioconductor-clustsignal/meta.yaml>`_

   clustSIGNAL\: clustering of Spatially Informed Gene expression with Neighbourhood Adapted Learning. A tool for adaptively smoothing and clustering gene expression data. clustSIGNAL uses entropy to measure heterogeneity of cell neighbourhoods and performs a weighted\, adaptive smoothing\, where homogeneous neighbourhoods are smoothed more and heterogeneous neighbourhoods are smoothed less. This not only overcomes data sparsity but also incorporates spatial context into the gene expression data. The resulting smoothed gene expression data is used for clustering and could be used for other downstream analyses.


.. conda:package:: bioconductor-clustsignal

   |downloads_bioconductor-clustsignal| |docker_bioconductor-clustsignal|

   :versions:
      
      

      ``1.2.0-0``

      

   
   :depends on bioconductor-biocneighbors: ``>=2.4.0,<2.5.0``
   :depends on bioconductor-biocparallel: ``>=1.44.0,<1.45.0``
   :depends on bioconductor-bluster: ``>=1.20.0,<1.21.0``
   :depends on bioconductor-scater: ``>=1.38.0,<1.39.0``
   :depends on bioconductor-singlecellexperiment: ``>=1.32.0,<1.33.0``
   :depends on bioconductor-spatialexperiment: ``>=1.20.0,<1.21.0``
   :depends on bioconductor-summarizedexperiment: ``>=1.40.0,<1.41.0``
   :depends on r-base: ``>=4.5,<4.6.0a0``
   :depends on r-harmony: 
   :depends on r-matrix: 
   :depends on r-reshape2: 

   :additional platforms:
      

Installation
------------

You need a conda-compatible package manager
(currently either `pixi <https://pixi.sh>`__, `conda <https://docs.conda.io/projects/conda>`__, or `micromamba <https://mamba.readthedocs.io>`__)
and the Bioconda channel already activated (see :ref:`bioconda_setup`).
Below, we show how to install with either pixi or conda (for micromamba and mamba, commands are essentially the same as with conda).

Pixi
""""

With pixi_ installed and the Bioconda channel set up (see :ref:`bioconda_setup`),
to install globally, run::

    pixi global install bioconductor-clustsignal

to add into an existing workspace instead, run::

    pixi add bioconductor-clustsignal

In the latter case, make sure to first add bioconda and conda-forge to the channels considered by the workspace::

    pixi workspace channel add conda-forge
    pixi workspace channel add bioconda

Conda
"""""

With conda_ installed and the Bioconda channel set up (see :ref:`bioconda_setup`), to install into an existing and activated environment, run::

    conda install bioconductor-clustsignal

Alternatively, to install into a new environment, run::

    conda create -n envname bioconductor-clustsignal

with ``envname`` being the name of the desired environment.

Container
"""""""""

Alternatively, every Bioconda package is available as a container image for usage with your preferred container runtime.
For e.g. docker, run::

    docker pull quay.io/biocontainers/bioconductor-clustsignal:<tag>

(see `bioconductor-clustsignal/tags`_ for valid values for ``<tag>``).

Integrated deployment
"""""""""""""""""""""

Finally, note that many scientific workflow management systems directly integrate both conda and container based software deployment.
Thus, workflow steps can be often directly annotated to use the package, leading to automatic deployment by the respective workflow management system, thereby improving reproducibility and transparency.
Check the documentation of your workflow management system to find out about the integration.

.. _conda: https://conda.io
.. _pixi: https://pixi.sh
.. |downloads_bioconductor-clustsignal| image:: https://img.shields.io/conda/dn/bioconda/bioconductor-clustsignal.svg?style=flat
   :target: https://anaconda.org/bioconda/bioconductor-clustsignal
   :alt:   (downloads)
.. |docker_bioconductor-clustsignal| image:: https://quay.io/repository/biocontainers/bioconductor-clustsignal/status
   :target: https://quay.io/repository/biocontainers/bioconductor-clustsignal
.. _`bioconductor-clustsignal/tags`: https://quay.io/repository/biocontainers/bioconductor-clustsignal?tab=tags


.. raw:: html

    <script>
        var package = "bioconductor-clustsignal";
        var versions = ["1.2.0"];
    </script>






Download stats
-----------------

.. raw:: html
    :file: ../../templates/package_dashboard.html

Link to this page
-----------------

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