{"id":13536036,"url":"https://github.com/dwavesystems/dwave-ocean-sdk","last_synced_at":"2026-01-23T00:08:38.810Z","repository":{"id":32417055,"uuid":"111591819","full_name":"dwavesystems/dwave-ocean-sdk","owner":"dwavesystems","description":"Installer for D-Wave's Ocean 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SDKs","Quantum full-stack libraries","Products","Python"],"sub_categories":[],"readme":".. image:: docs/_static/Ocean_SDK_Banner.png\n\n.. image:: https://img.shields.io/pypi/v/dwave-ocean-sdk.svg\n    :target: https://pypi.python.org/pypi/dwave-ocean-sdk\n\n.. image:: https://img.shields.io/pypi/pyversions/dwave-ocean-sdk.svg\n    :target: https://pypi.python.org/pypi/dwave-ocean-sdk\n\n.. image:: https://readthedocs.com/projects/d-wave-systems-dwave-ocean-sdk/badge\n    :target: https://docs.ocean.dwavesys.com\n\n.. image:: https://circleci.com/gh/dwavesystems/dwave-ocean-sdk.svg?style=svg\n    :target: https://circleci.com/gh/dwavesystems/dwave-ocean-sdk\n\n.. index-start-marker\n\n`Ocean SDK \u003chttps://docs.dwavequantum.com/en/latest/ocean/\u003e`_ is\n`D-Wave's \u003chttps://www.dwavequantum.com/\u003e`_ suite of tools for solving hard\nproblems with quantum computers.\n\n.. index-end-marker\n\nInstallation\n============\n\n.. installation-start-marker\n\nInstallation from `PyPI \u003chttps://pypi.org/project/dwave-ocean-sdk/\u003e`_:\n\n.. code-block:: bash\n\n    pip install dwave-ocean-sdk\n\nFor more information, see the Ocean documentation's\n`installation \u003chttps://docs.dwavequantum.com/en/latest/ocean/install.html\u003e`_\npage.\n\n.. installation-end-marker\n\nGetting Started\n===============\n\nSign up for the Leap quantum cloud service here:\n`Leap signup \u003chttps://cloud.dwavesys.com/leap/signup\u003e`_. \n\nStart learning with the following D-Wave resources:\n\n*   `D-Wave Documentation \u003chttps://docs.dwavequantum.com/en/latest/index.html\u003e`_\n    to learn about quantum computers and how to use them.\n\n*   `Get Started with Ocean Software \u003chttps://docs.dwavequantum.com/en/latest/ocean/index_get_started.html\u003e`_\n    to install and start coding with Ocean software.\n\n*   `dwave-examples \u003chttps://github.com/dwave-examples\u003e`_ for code examples\n    and Jupyter Notebooks.\n\n*   `Resource Library \u003chttps://www.dwavequantum.com/learn/resource-library\u003e`_ on\n    D-Wave website for whitepapers and additional resources.\n\nExample Quantum Program\n-----------------------\n\nThe following lines of code solve and visualize a\n`random \u003chttps://docs.dwavequantum.com/en/latest/ocean/api_ref_dimod/generators.html#random\u003e`_\n`problem \u003chttps://docs.dwavequantum.com/en/latest/concepts/models.html#binary-quadratic-models\u003e`_\non a quantum computer.\n\n.. code-block:: python\n\n    import dimod\n    import dwave.inspector\n    import dwave.system\n\n    bqm = dimod.generators.ran_r(1, 20)\n    sampler = dwave.system.EmbeddingComposite(dwave.system.DWaveSampler())\n    sampleset = sampler.sample(bqm, num_reads=100)\n    dwave.inspector.show(sampleset)\n\nThe left side of the\n`visualized \u003chttps://docs.dwavequantum.com/en/latest/quantum_research/embedding_guidance.html\u003e`_\nsolution represents the problem's variables as circles, with white dots for\nvariables assigned values of -1 and blue dots for values of +1; the colors of the\nconnecting lines represent values of the quadratic coefficients for each pair of\nvariables. The right side shows the qubits representing these variables on a\nquantum processing unit.\n\n.. image:: docs/_static/inspector_bqm_ran_r_20.png\n\nYou can find introductory examples in the\n`documentation \u003chttps://docs.dwavequantum.com/en/latest/quantum_research/index_examples_beginner.html\u003e`_\nand `dwave-examples \u003chttps://github.com/dwave-examples\u003e`_ GitHub repository, and\nmany customer prototype applications on the\n`D-Wave website \u003chttps://www.dwavequantum.com/learn/featured-applications/\u003e`_.\n\nSupport\n=======\n\nFind support here:\n\n*   `Leap user community \u003chttps://support.dwavesys.com/hc/en-us/community/topics\u003e`_\n    to converse with a large community of D-Wave users.\n*   `Leap help center \u003chttps://support.dwavesys.com/hc/en-us\u003e`_\n    to search the Leap knowledge base.\n*   `SDK GitHub repo \u003chttps://github.com/dwavesystems/dwave-ocean-sdk/issues\u003e`_\n    to open issues or request features on the Ocean SDK or on any one of its\n    `packages \u003chttps://github.com/dwavesystems\u003e`_.\n\nContributing\n============\n\nYour contributions are welcome!\n\nOcean's\n`contributing guide \u003chttps://docs.dwavequantum.com/en/latest/ocean/contribute.html\u003e`_\nhas guidelines for contributing to Ocean packages.\n\nLicense\n=======\n\nReleased under the Apache License 2.0. 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