.. image:: https://img.shields.io/pypi/v/dimod.svg
:target: https://pypi.org/project/dimod
.. image:: https://img.shields.io/pypi/pyversions/dimod.svg
:target: https://pypi.python.org/pypi/dimod
.. image:: https://circleci.com/gh/dwavesystems/dimod.svg?style=svg
:target: https://circleci.com/gh/dwavesystems/dimod
.. image:: https://codecov.io/gh/dwavesystems/dimod/branch/main/graph/badge.svg
:target: https://codecov.io/gh/dwavesystems/dimod
dimod
=====
.. index-start-marker1
`dimod` is a shared API for samplers. It provides:
* classes for quadratic models---such as the binary quadratic model (BQM) class that
contains Ising and QUBO models used by samplers such as the D-Wave system---and
higher-order (non-quadratic) models.
* reference examples of samplers and composed samplers.
* `abstract base classes <https://docs.python.org/3/library/abc.html>`_ for
constructing new samplers and composed samplers.
.. index-end-marker1
(For explanations of the terminology, see the
`Ocean glossary <https://docs.ocean.dwavesys.com/en/stable/concepts/index.html>`_.)
Example Usage
-------------
.. index-start-marker2
>>> import dimod
...
>>> # Construct a problem
>>> bqm = dimod.BinaryQuadraticModel({0: -1, 1: 1}, {(0, 1): 2}, 0.0, dimod.BINARY)
...
>>> # Use dimod's brute force solver to solve the problem
>>> sampleset = dimod.ExactSolver().sample(bqm)
>>> print(sampleset)
0 1 energy num_oc.
1 1 0 -1.0 1
0 0 0 0.0 1
3 0 1 1.0 1
2 1 1 2.0 1
['BINARY', 4 rows, 4 samples, 2 variables]
.. index-end-marker2
See the `documentation <https://docs.ocean.dwavesys.com/en/stable/docs_dimod/>`_
for more examples.
Installation
------------
.. installation-start-marker
Installation from `PyPI <https://pypi.org/project/dimod>`_:
.. code-block:: bash
pip install dimod
.. installation-end-marker
License
-------
Released under the Apache License 2.0. See LICENSE file.
Contributing
------------
Ocean's `contributing guide <https://docs.ocean.dwavesys.com/en/stable/contributing.html>`_
has guidelines for contributing to Ocean packages.
dimod includes some formatting customization in the
`.clang-format <.clang-format>`_ and `setup.cfg <setup.cfg>`_ files.
Release Notes
~~~~~~~~~~~~~
dimod makes use of `reno <https://docs.openstack.org/reno/>`_ to manage its
release notes.
When making a contribution to dimod that will affect users, create a new
release note file by running
.. code-block:: bash
reno new your-short-descriptor-here
You can then edit the file created under ``releasenotes/notes/``.
Remove any sections not relevant to your changes.
Commit the file along with your changes.
See reno's `user guide <https://docs.openstack.org/reno/latest/user/usage.html>`_
for details.
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