mofaflex.tl.DataGenerator
=========================

.. currentmodule:: mofaflex.tl

.. add toctree option to make autodoc generate the pages

.. autoclass:: mofaflex.tl.DataGenerator





Attributes table
~~~~~~~~~~~~~~~~

.. autosummary::

    ~DataGenerator.missing_y
    ~DataGenerator.n_factors
    ~DataGenerator.noisy_w_mask
    ~DataGenerator.w
    ~DataGenerator.w_mask
    ~DataGenerator.y
    ~DataGenerator.z





Methods table
~~~~~~~~~~~~~

.. autosummary::

    ~DataGenerator.generate

    ~DataGenerator.generate_missingness

    ~DataGenerator.get_noisy_mask

    ~DataGenerator.normalize

    ~DataGenerator.permute_factors

    ~DataGenerator.permute_features

    ~DataGenerator.to_mudata






Attributes
~~~~~~~~~~



.. autoattribute:: mofaflex.tl.DataGenerator.missing_y

.. autoattribute:: mofaflex.tl.DataGenerator.n_factors

.. autoattribute:: mofaflex.tl.DataGenerator.noisy_w_mask

.. autoattribute:: mofaflex.tl.DataGenerator.w

.. autoattribute:: mofaflex.tl.DataGenerator.w_mask

.. autoattribute:: mofaflex.tl.DataGenerator.y

.. autoattribute:: mofaflex.tl.DataGenerator.z






Methods
~~~~~~~



.. automethod:: mofaflex.tl.DataGenerator.generate

.. automethod:: mofaflex.tl.DataGenerator.generate_missingness

.. automethod:: mofaflex.tl.DataGenerator.get_noisy_mask

.. automethod:: mofaflex.tl.DataGenerator.normalize

.. automethod:: mofaflex.tl.DataGenerator.permute_factors

.. automethod:: mofaflex.tl.DataGenerator.permute_features

.. automethod:: mofaflex.tl.DataGenerator.to_mudata