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

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

bioconductor-adverscarial
=========================

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

   adverSCarial\, generate and analyze the vulnerability of scRNA\-seq classifier to adversarial attacks

   :homepage: https://bioconductor.org/packages/3.20/bioc/html/adverSCarial.html
   :license: MIT + file LICENSE
   :recipe: /`bioconductor-adverscarial <https://github.com/bioconda/bioconda-recipes/tree/master/recipes/bioconductor-adverscarial>`_/`meta.yaml <https://github.com/bioconda/bioconda-recipes/tree/master/recipes/bioconductor-adverscarial/meta.yaml>`_

   adverSCarial is an R Package designed for generating and analyzing the vulnerability of scRNA\-seq classifiers to adversarial attacks. The package is versatile and provides a format for integrating any type of classifier. It offers functions for studying and generating two types of attacks\, single gene attack and max change attack. The single\-gene attack involves making a small modification to the input to alter the classification. The max\-change attack involves making a large modification to the input without changing its classification. The package provides a comprehensive solution for evaluating the robustness of scRNA\-seq classifiers against adversarial attacks.


.. conda:package:: bioconductor-adverscarial

   |downloads_bioconductor-adverscarial| |docker_bioconductor-adverscarial|

   :versions:
      
      

      ``1.4.0-0``,  ``1.0.0-0``

      

   
   :depends bioconductor-delayedarray: ``>=0.32.0,<0.33.0``
   :depends bioconductor-s4vectors: ``>=0.44.0,<0.45.0``
   :depends r-base: ``>=4.4,<4.5.0a0``
   :depends r-gtools: 
   :requirements:

   :additional platforms:
      

   .. rubric:: Installation

  You need a conda-compatible package manager
  (currently either `micromamba <https://mamba.readthedocs.io>`_, `mamba <https://mamba.readthedocs.io>`_, or `conda <https://docs.conda.io/projects/conda>`_)
  and the Bioconda channel already activated (see :ref:`set-up-channels`).

  While any of above package managers is fine, it is currently recommended to use either
  micromamba or mamba (see `here <https://mamba.readthedocs.io>`_ for installation instructions).
  We will show all commands using mamba below, but the arguments are the same for the two
  others.

  Given that you already have a conda environment in which you want to have this package, install with::

      mamba install bioconductor-adverscarial

   and update with::

      mamba update bioconductor-adverscarial

  To create a new environment, run::

      mamba create --name myenvname bioconductor-adverscarial

  with ``myenvname`` being a reasonable name for the environment
  (see e.g. the `mamba docs <https://mamba.readthedocs.io>`_ for details and further options).

  Alternatively, use the docker container::

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

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


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


.. raw:: html

    <script>
        var package = "bioconductor-adverscarial";
        var versions = ["1.4.0","1.0.0"];
    </script>






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

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

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

Render an |install-with-bioconda| badge with the following MarkDown::

   [![install with bioconda](https://img.shields.io/badge/install%20with-bioconda-brightgreen.svg?style=flat)](http://bioconda.github.io/recipes/bioconductor-adverscarial/README.html)

.. |install-with-bioconda| image:: https://img.shields.io/badge/install%20with-bioconda-brightgreen.svg?style=flat
   :target: http://bioconda.github.io/recipes/bioconductor-adverscarial/README.html