------
csdmpy
------

The `csdmpy` is a python package for importing and exporting files serialized
with the core scientific dataset model file-format. The package supports a
:math:`p`-component dependent variable,
:math:`\mathbf{U} \equiv \{\mathbf{U}_{0}, \ldots,\mathbf{U}_{q},
\ldots,\mathbf{U}_{p-1} \}`, which is discretely sampled at :math:`M` unique
points in a :math:`d`-dimensional space
:math:`(\mathbf{X}_0, \ldots \mathbf{X}_k, \ldots \mathbf{X}_{d-1})`. Besides,
the package also supports multiple dependent variables,
:math:`\mathbf{U}_i`, sharing the same :math:`d`-dimensional space.

Here, every dataset is an instance of the :ref:`csdm_api` class, which holds a
list of dimensions and dependent variables. Every dimension,
:math:`\mathbf{X}_k`, is an instance of the :ref:`dim_api` class, while every
dependent variable, :math:`\mathbf{U}_i`, is an instance of the
:ref:`dv_api` class.

.. A UML class diagram of the `csdmpy` module is shown below.


Methods
^^^^^^^

.. currentmodule:: csdmpy

.. rubric:: Methods Summary

.. autosummary::
   :nosignatures:

    ~parse_dict
    ~load
    ~loads
    ~new
    ~as_dimension
    ~as_dependent_variable
    ~as_csdm
    ~plot

.. rubric:: Method Documentation

.. autofunction:: parse_dict
.. autofunction:: load
.. autofunction:: loads
.. autofunction:: new
.. autofunction:: as_csdm
.. autofunction:: as_dimension
.. autofunction:: as_dependent_variable
.. autofunction:: plot