colour-demosaicing


Namecolour-demosaicing JSON
Version 0.2.5 PyPI version JSON
download
home_pagehttps://www.colour-science.org/
SummaryCFA (Colour Filter Array) Demosaicing Algorithms for Python
upload_time2023-12-17 08:22:14
maintainerColour Developers
docs_urlNone
authorColour Developers
requires_python>=3.9,<3.13
licenseBSD-3-Clause
keywords cfa bayer color color-science color-space color-spaces colorspace colorspaces colour colour-science colour-space colour-spaces colourspace colourspaces de-mosaicing debayering demosaicing demosaicking python raw
VCS
bugtrack_url
requirements accessible-pygments alabaster anyio appnope argon2-cffi argon2-cffi-bindings arrow asttokens async-lru attrs babel beautifulsoup4 biblib-simple bleach certifi cffi cfgv charset-normalizer colorama colour-science comm contourpy coverage coverage coveralls cryptography cycler debugpy decorator defusedxml distlib docopt docutils exceptiongroup execnet executing fastjsonschema filelock fonttools fqdn identify idna imageio imagesize importlib-metadata importlib-resources iniconfig invoke ipykernel ipython ipywidgets isoduration jaraco-classes jedi jeepney jinja2 json5 jsonpointer jsonschema jsonschema-specifications jsonschema jupyter jupyter-client jupyter-console jupyter-core jupyter-events jupyter-lsp jupyter-server jupyter-server-terminals jupyterlab jupyterlab-pygments jupyterlab-server jupyterlab-widgets keyring kiwisolver latexcodec markdown-it-py markupsafe matplotlib matplotlib-inline mdurl mistune more-itertools nbclient nbconvert nbformat nest-asyncio nh3 nodeenv notebook notebook-shim numpy overrides packaging pandocfilters parso pexpect pillow pkginfo platformdirs pluggy pre-commit prometheus-client prompt-toolkit psutil ptyprocess pure-eval pybtex pybtex-docutils pycparser pydata-sphinx-theme pygments pyparsing pyright pytest pytest-cov pytest-xdist python-dateutil python-json-logger pywin32 pywin32-ctypes pywinpty pyyaml pyzmq qtconsole qtpy readme-renderer referencing requests requests-toolbelt restructuredtext-lint rfc3339-validator rfc3986 rfc3986-validator rich rpds-py scipy secretstorage send2trash setuptools six sniffio snowballstemmer soupsieve sphinx sphinxcontrib-applehelp sphinxcontrib-bibtex sphinxcontrib-devhelp sphinxcontrib-htmlhelp sphinxcontrib-jsmath sphinxcontrib-qthelp sphinxcontrib-serializinghtml stack-data terminado tinycss2 toml tomli tornado traitlets twine types-python-dateutil typing-extensions uri-template urllib3 virtualenv wcwidth webcolors webencodings websocket-client widgetsnbextension zipp
Travis-CI No Travis.
coveralls test coverage
            Colour - Demosaicing
====================

.. start-badges

|actions| |coveralls| |codacy| |version|

.. |actions| image:: https://img.shields.io/github/actions/workflow/status/colour-science/colour-demosaicing/.github/workflows/continuous-integration-quality-unit-tests.yml?branch=develop&style=flat-square
    :target: https://github.com/colour-science/colour-demosaicing/actions
    :alt: Develop Build Status
.. |coveralls| image:: http://img.shields.io/coveralls/colour-science/colour-demosaicing/develop.svg?style=flat-square
    :target: https://coveralls.io/r/colour-science/colour-demosaicing
    :alt: Coverage Status
.. |codacy| image:: https://img.shields.io/codacy/grade/2862b4f2217742ae83c972d7e3af44d7/develop.svg?style=flat-square
    :target: https://www.codacy.com/app/colour-science/colour-demosaicing
    :alt: Code Grade
.. |version| image:: https://img.shields.io/pypi/v/colour-demosaicing.svg?style=flat-square
    :target: https://pypi.org/project/colour-demosaicing
    :alt: Package Version

.. end-badges

A `Python <https://www.python.org>`__ package implementing various
CFA (Colour Filter Array) demosaicing algorithms and related utilities.

It is open source and freely available under the
`BSD-3-Clause <https://opensource.org/licenses/BSD-3-Clause>`__ terms.

..  image:: https://raw.githubusercontent.com/colour-science/colour-demosaicing/master/docs/_static/Demosaicing_001.png

.. contents:: **Table of Contents**
    :backlinks: none
    :depth: 2

.. sectnum::

Features
--------

The following CFA (Colour Filter Array) demosaicing algorithms are implemented:

- Bilinear
- Malvar (2004)
- DDFAPD - Menon (2007)

Examples
^^^^^^^^

Various usage examples are available from the
`examples directory <https://github.com/colour-science/colour-demosaicing/tree/master/colour_demosaicing/examples>`__.

User Guide
----------

Installation
^^^^^^^^^^^^

Because of their size, the resources dependencies needed to run the various
examples and unit tests are not provided within the Pypi package. They are
separately available as
`Git Submodules <https://git-scm.com/book/en/v2/Git-Tools-Submodules>`__
when cloning the
`repository <https://github.com/colour-science/colour-demosaicing>`__.

Primary Dependencies
~~~~~~~~~~~~~~~~~~~~

**Colour - Demosaicing** requires various dependencies in order to run:

- `python >= 3.9, < 4 <https://www.python.org/download/releases>`__
- `colour-science >= 4.3 <https://pypi.org/project/colour-science>`__
- `imageio >= 2, < 3 <https://imageio.github.io>`__
- `numpy >= 1.22, < 2 <https://pypi.org/project/numpy>`__
- `scipy >= 1.8, < 2 <https://pypi.org/project/scipy>`__

Pypi
~~~~

Once the dependencies are satisfied, **Colour - Demosaicing** can be installed from
the `Python Package Index <http://pypi.python.org/pypi/colour-demosaicing>`__ by
issuing this command in a shell::

    pip install --user colour-demosaicing

The overall development dependencies are installed as follows::

    pip install --user 'colour-demosaicing[development]'

Contributing
^^^^^^^^^^^^

If you would like to contribute to `Colour - Demosaicing <https://github.com/colour-science/colour-demosaicing>`__,
please refer to the following `Contributing <https://www.colour-science.org/contributing>`__
guide for `Colour <https://github.com/colour-science/colour>`__.

Bibliography
^^^^^^^^^^^^

The bibliography is available in the repository in
`BibTeX <https://github.com/colour-science/colour-demosaicing/blob/develop/BIBLIOGRAPHY.bib>`__
format.

API Reference
-------------

The main technical reference for `Colour - Demosaicing <https://github.com/colour-science/colour-demosaicing>`__
is the `API Reference <https://colour-demosaicing.readthedocs.io/en/latest/reference.html>`__.

Code of Conduct
---------------

The *Code of Conduct*, adapted from the `Contributor Covenant 1.4 <https://www.contributor-covenant.org/version/1/4/code-of-conduct.html>`__,
is available on the `Code of Conduct <https://www.colour-science.org/code-of-conduct>`__ page.

Contact & Social
----------------

The *Colour Developers* can be reached via different means:

- `Email <mailto:colour-developers@colour-science.org>`__
- `Facebook <https://www.facebook.com/python.colour.science>`__
- `Github Discussions <https://github.com/colour-science/colour-demosaicing/discussions>`__
- `Gitter <https://gitter.im/colour-science/colour>`__
- `Twitter <https://twitter.com/colour_science>`__

About
-----

| **Colour - Demosaicing** by Colour Developers
| Copyright 2015 Colour Developers – `colour-developers@colour-science.org <colour-developers@colour-science.org>`__
| This software is released under terms of BSD-3-Clause: https://opensource.org/licenses/BSD-3-Clause
| `https://github.com/colour-science/colour-demosaicing <https://github.com/colour-science/colour-demosaicing>`__


            

Raw data

            {
    "_id": null,
    "home_page": "https://www.colour-science.org/",
    "name": "colour-demosaicing",
    "maintainer": "Colour Developers",
    "docs_url": null,
    "requires_python": ">=3.9,<3.13",
    "maintainer_email": "colour-developers@colour-science.org",
    "keywords": "cfa,bayer,color,color-science,color-space,color-spaces,colorspace,colorspaces,colour,colour-science,colour-space,colour-spaces,colourspace,colourspaces,de-mosaicing,debayering,demosaicing,demosaicking,python,raw",
    "author": "Colour Developers",
    "author_email": "colour-developers@colour-science.org",
    "download_url": "https://files.pythonhosted.org/packages/a6/bc/3e984e7b95f5dd64e5d08832bb4ed559fc6e472aba74d268d45a369c3f0a/colour_demosaicing-0.2.5.tar.gz",
    "platform": null,
    "description": "Colour - Demosaicing\n====================\n\n.. start-badges\n\n|actions| |coveralls| |codacy| |version|\n\n.. |actions| image:: https://img.shields.io/github/actions/workflow/status/colour-science/colour-demosaicing/.github/workflows/continuous-integration-quality-unit-tests.yml?branch=develop&style=flat-square\n    :target: https://github.com/colour-science/colour-demosaicing/actions\n    :alt: Develop Build Status\n.. |coveralls| image:: http://img.shields.io/coveralls/colour-science/colour-demosaicing/develop.svg?style=flat-square\n    :target: https://coveralls.io/r/colour-science/colour-demosaicing\n    :alt: Coverage Status\n.. |codacy| image:: https://img.shields.io/codacy/grade/2862b4f2217742ae83c972d7e3af44d7/develop.svg?style=flat-square\n    :target: https://www.codacy.com/app/colour-science/colour-demosaicing\n    :alt: Code Grade\n.. |version| image:: https://img.shields.io/pypi/v/colour-demosaicing.svg?style=flat-square\n    :target: https://pypi.org/project/colour-demosaicing\n    :alt: Package Version\n\n.. end-badges\n\nA `Python <https://www.python.org>`__ package implementing various\nCFA (Colour Filter Array) demosaicing algorithms and related utilities.\n\nIt is open source and freely available under the\n`BSD-3-Clause <https://opensource.org/licenses/BSD-3-Clause>`__ terms.\n\n..  image:: https://raw.githubusercontent.com/colour-science/colour-demosaicing/master/docs/_static/Demosaicing_001.png\n\n.. contents:: **Table of Contents**\n    :backlinks: none\n    :depth: 2\n\n.. sectnum::\n\nFeatures\n--------\n\nThe following CFA (Colour Filter Array) demosaicing algorithms are implemented:\n\n- Bilinear\n- Malvar (2004)\n- DDFAPD - Menon (2007)\n\nExamples\n^^^^^^^^\n\nVarious usage examples are available from the\n`examples directory <https://github.com/colour-science/colour-demosaicing/tree/master/colour_demosaicing/examples>`__.\n\nUser Guide\n----------\n\nInstallation\n^^^^^^^^^^^^\n\nBecause of their size, the resources dependencies needed to run the various\nexamples and unit tests are not provided within the Pypi package. They are\nseparately available as\n`Git Submodules <https://git-scm.com/book/en/v2/Git-Tools-Submodules>`__\nwhen cloning the\n`repository <https://github.com/colour-science/colour-demosaicing>`__.\n\nPrimary Dependencies\n~~~~~~~~~~~~~~~~~~~~\n\n**Colour - Demosaicing** requires various dependencies in order to run:\n\n- `python >= 3.9, < 4 <https://www.python.org/download/releases>`__\n- `colour-science >= 4.3 <https://pypi.org/project/colour-science>`__\n- `imageio >= 2, < 3 <https://imageio.github.io>`__\n- `numpy >= 1.22, < 2 <https://pypi.org/project/numpy>`__\n- `scipy >= 1.8, < 2 <https://pypi.org/project/scipy>`__\n\nPypi\n~~~~\n\nOnce the dependencies are satisfied, **Colour - Demosaicing** can be installed from\nthe `Python Package Index <http://pypi.python.org/pypi/colour-demosaicing>`__ by\nissuing this command in a shell::\n\n    pip install --user colour-demosaicing\n\nThe overall development dependencies are installed as follows::\n\n    pip install --user 'colour-demosaicing[development]'\n\nContributing\n^^^^^^^^^^^^\n\nIf you would like to contribute to `Colour - Demosaicing <https://github.com/colour-science/colour-demosaicing>`__,\nplease refer to the following `Contributing <https://www.colour-science.org/contributing>`__\nguide for `Colour <https://github.com/colour-science/colour>`__.\n\nBibliography\n^^^^^^^^^^^^\n\nThe bibliography is available in the repository in\n`BibTeX <https://github.com/colour-science/colour-demosaicing/blob/develop/BIBLIOGRAPHY.bib>`__\nformat.\n\nAPI Reference\n-------------\n\nThe main technical reference for `Colour - Demosaicing <https://github.com/colour-science/colour-demosaicing>`__\nis the `API Reference <https://colour-demosaicing.readthedocs.io/en/latest/reference.html>`__.\n\nCode of Conduct\n---------------\n\nThe *Code of Conduct*, adapted from the `Contributor Covenant 1.4 <https://www.contributor-covenant.org/version/1/4/code-of-conduct.html>`__,\nis available on the `Code of Conduct <https://www.colour-science.org/code-of-conduct>`__ page.\n\nContact & Social\n----------------\n\nThe *Colour Developers* can be reached via different means:\n\n- `Email <mailto:colour-developers@colour-science.org>`__\n- `Facebook <https://www.facebook.com/python.colour.science>`__\n- `Github Discussions <https://github.com/colour-science/colour-demosaicing/discussions>`__\n- `Gitter <https://gitter.im/colour-science/colour>`__\n- `Twitter <https://twitter.com/colour_science>`__\n\nAbout\n-----\n\n| **Colour - Demosaicing** by Colour Developers\n| Copyright 2015 Colour Developers \u2013 `colour-developers@colour-science.org <colour-developers@colour-science.org>`__\n| This software is released under terms of BSD-3-Clause: https://opensource.org/licenses/BSD-3-Clause\n| `https://github.com/colour-science/colour-demosaicing <https://github.com/colour-science/colour-demosaicing>`__\n\n",
    "bugtrack_url": null,
    "license": "BSD-3-Clause",
    "summary": "CFA (Colour Filter Array) Demosaicing Algorithms for Python",
    "version": "0.2.5",
    "project_urls": {
        "Homepage": "https://www.colour-science.org/",
        "Repository": "https://github.com/colour-science/colour-demosaicing"
    },
    "split_keywords": [
        "cfa",
        "bayer",
        "color",
        "color-science",
        "color-space",
        "color-spaces",
        "colorspace",
        "colorspaces",
        "colour",
        "colour-science",
        "colour-space",
        "colour-spaces",
        "colourspace",
        "colourspaces",
        "de-mosaicing",
        "debayering",
        "demosaicing",
        "demosaicking",
        "python",
        "raw"
    ],
    "urls": [
        {
            "comment_text": "",
            "digests": {
                "blake2b_256": "8b78687313924f38f7c8d5467fa810a5accdad1ed9201bfdcd411fa2298a1bc7",
                "md5": "46ceb58457e87be1e6bb60e423499bff",
                "sha256": "be5bb999ca0b29dc7e0df95ddb90c599b74c4e314fc3e4fc4211b0a467660e02"
            },
            "downloads": -1,
            "filename": "colour_demosaicing-0.2.5-py3-none-any.whl",
            "has_sig": false,
            "md5_digest": "46ceb58457e87be1e6bb60e423499bff",
            "packagetype": "bdist_wheel",
            "python_version": "py3",
            "requires_python": ">=3.9,<3.13",
            "size": 3263206,
            "upload_time": "2023-12-17T08:22:29",
            "upload_time_iso_8601": "2023-12-17T08:22:29.040771Z",
            "url": "https://files.pythonhosted.org/packages/8b/78/687313924f38f7c8d5467fa810a5accdad1ed9201bfdcd411fa2298a1bc7/colour_demosaicing-0.2.5-py3-none-any.whl",
            "yanked": false,
            "yanked_reason": null
        },
        {
            "comment_text": "",
            "digests": {
                "blake2b_256": "a6bc3e984e7b95f5dd64e5d08832bb4ed559fc6e472aba74d268d45a369c3f0a",
                "md5": "e2e0ba24ec1c80e39c288b6ec683f88e",
                "sha256": "7d23ff67290ab714c36cfdc862e119ea1e244aa9cbb21f97748d6799fcd67a66"
            },
            "downloads": -1,
            "filename": "colour_demosaicing-0.2.5.tar.gz",
            "has_sig": false,
            "md5_digest": "e2e0ba24ec1c80e39c288b6ec683f88e",
            "packagetype": "sdist",
            "python_version": "source",
            "requires_python": ">=3.9,<3.13",
            "size": 3257102,
            "upload_time": "2023-12-17T08:22:14",
            "upload_time_iso_8601": "2023-12-17T08:22:14.415537Z",
            "url": "https://files.pythonhosted.org/packages/a6/bc/3e984e7b95f5dd64e5d08832bb4ed559fc6e472aba74d268d45a369c3f0a/colour_demosaicing-0.2.5.tar.gz",
            "yanked": false,
            "yanked_reason": null
        }
    ],
    "upload_time": "2023-12-17 08:22:14",
    "github": true,
    "gitlab": false,
    "bitbucket": false,
    "codeberg": false,
    "github_user": "colour-science",
    "github_project": "colour-demosaicing",
    "travis_ci": false,
    "coveralls": true,
    "github_actions": true,
    "requirements": [
        {
            "name": "accessible-pygments",
            "specs": [
                [
                    "==",
                    "0.0.4"
                ]
            ]
        },
        {
            "name": "alabaster",
            "specs": [
                [
                    "==",
                    "0.7.13"
                ]
            ]
        },
        {
            "name": "anyio",
            "specs": [
                [
                    "==",
                    "4.2.0"
                ]
            ]
        },
        {
            "name": "appnope",
            "specs": [
                [
                    "==",
                    "0.1.3"
                ]
            ]
        },
        {
            "name": "argon2-cffi",
            "specs": [
                [
                    "==",
                    "23.1.0"
                ]
            ]
        },
        {
            "name": "argon2-cffi-bindings",
            "specs": [
                [
                    "==",
                    "21.2.0"
                ]
            ]
        },
        {
            "name": "arrow",
            "specs": [
                [
                    "==",
                    "1.3.0"
                ]
            ]
        },
        {
            "name": "asttokens",
            "specs": [
                [
                    "==",
                    "2.4.1"
                ]
            ]
        },
        {
            "name": "async-lru",
            "specs": [
                [
                    "==",
                    "2.0.4"
                ]
            ]
        },
        {
            "name": "attrs",
            "specs": [
                [
                    "==",
                    "23.1.0"
                ]
            ]
        },
        {
            "name": "babel",
            "specs": [
                [
                    "==",
                    "2.14.0"
                ]
            ]
        },
        {
            "name": "beautifulsoup4",
            "specs": [
                [
                    "==",
                    "4.12.2"
                ]
            ]
        },
        {
            "name": "biblib-simple",
            "specs": [
                [
                    "==",
                    "0.1.2"
                ]
            ]
        },
        {
            "name": "bleach",
            "specs": [
                [
                    "==",
                    "6.1.0"
                ]
            ]
        },
        {
            "name": "certifi",
            "specs": [
                [
                    "==",
                    "2023.11.17"
                ]
            ]
        },
        {
            "name": "cffi",
            "specs": [
                [
                    "==",
                    "1.16.0"
                ]
            ]
        },
        {
            "name": "cfgv",
            "specs": [
                [
                    "==",
                    "3.4.0"
                ]
            ]
        },
        {
            "name": "charset-normalizer",
            "specs": [
                [
                    "==",
                    "3.3.2"
                ]
            ]
        },
        {
            "name": "colorama",
            "specs": [
                [
                    "==",
                    "0.4.6"
                ]
            ]
        },
        {
            "name": "colour-science",
            "specs": [
                [
                    "==",
                    "0.4.4"
                ]
            ]
        },
        {
            "name": "comm",
            "specs": [
                [
                    "==",
                    "0.2.0"
                ]
            ]
        },
        {
            "name": "contourpy",
            "specs": [
                [
                    "==",
                    "1.2.0"
                ]
            ]
        },
        {
            "name": "coverage",
            "specs": [
                [
                    "==",
                    "7.3.3"
                ]
            ]
        },
        {
            "name": "coverage",
            "specs": [
                [
                    "==",
                    "7.3.3"
                ]
            ]
        },
        {
            "name": "coveralls",
            "specs": [
                [
                    "==",
                    "1.8.0"
                ]
            ]
        },
        {
            "name": "cryptography",
            "specs": [
                [
                    "==",
                    "41.0.7"
                ]
            ]
        },
        {
            "name": "cycler",
            "specs": [
                [
                    "==",
                    "0.12.1"
                ]
            ]
        },
        {
            "name": "debugpy",
            "specs": [
                [
                    "==",
                    "1.8.0"
                ]
            ]
        },
        {
            "name": "decorator",
            "specs": [
                [
                    "==",
                    "5.1.1"
                ]
            ]
        },
        {
            "name": "defusedxml",
            "specs": [
                [
                    "==",
                    "0.7.1"
                ]
            ]
        },
        {
            "name": "distlib",
            "specs": [
                [
                    "==",
                    "0.3.8"
                ]
            ]
        },
        {
            "name": "docopt",
            "specs": [
                [
                    "==",
                    "0.6.2"
                ]
            ]
        },
        {
            "name": "docutils",
            "specs": [
                [
                    "==",
                    "0.20.1"
                ]
            ]
        },
        {
            "name": "exceptiongroup",
            "specs": [
                [
                    "==",
                    "1.2.0"
                ]
            ]
        },
        {
            "name": "execnet",
            "specs": [
                [
                    "==",
                    "2.0.2"
                ]
            ]
        },
        {
            "name": "executing",
            "specs": [
                [
                    "==",
                    "2.0.1"
                ]
            ]
        },
        {
            "name": "fastjsonschema",
            "specs": [
                [
                    "==",
                    "2.19.0"
                ]
            ]
        },
        {
            "name": "filelock",
            "specs": [
                [
                    "==",
                    "3.13.1"
                ]
            ]
        },
        {
            "name": "fonttools",
            "specs": [
                [
                    "==",
                    "4.46.0"
                ]
            ]
        },
        {
            "name": "fqdn",
            "specs": [
                [
                    "==",
                    "1.5.1"
                ]
            ]
        },
        {
            "name": "identify",
            "specs": [
                [
                    "==",
                    "2.5.33"
                ]
            ]
        },
        {
            "name": "idna",
            "specs": [
                [
                    "==",
                    "3.6"
                ]
            ]
        },
        {
            "name": "imageio",
            "specs": [
                [
                    "==",
                    "2.33.1"
                ]
            ]
        },
        {
            "name": "imagesize",
            "specs": [
                [
                    "==",
                    "1.4.1"
                ]
            ]
        },
        {
            "name": "importlib-metadata",
            "specs": [
                [
                    "==",
                    "7.0.0"
                ]
            ]
        },
        {
            "name": "importlib-resources",
            "specs": [
                [
                    "==",
                    "6.1.1"
                ]
            ]
        },
        {
            "name": "iniconfig",
            "specs": [
                [
                    "==",
                    "2.0.0"
                ]
            ]
        },
        {
            "name": "invoke",
            "specs": [
                [
                    "==",
                    "2.2.0"
                ]
            ]
        },
        {
            "name": "ipykernel",
            "specs": [
                [
                    "==",
                    "6.27.1"
                ]
            ]
        },
        {
            "name": "ipython",
            "specs": [
                [
                    "==",
                    "8.18.1"
                ]
            ]
        },
        {
            "name": "ipywidgets",
            "specs": [
                [
                    "==",
                    "8.1.1"
                ]
            ]
        },
        {
            "name": "isoduration",
            "specs": [
                [
                    "==",
                    "20.11.0"
                ]
            ]
        },
        {
            "name": "jaraco-classes",
            "specs": [
                [
                    "==",
                    "3.3.0"
                ]
            ]
        },
        {
            "name": "jedi",
            "specs": [
                [
                    "==",
                    "0.19.1"
                ]
            ]
        },
        {
            "name": "jeepney",
            "specs": [
                [
                    "==",
                    "0.8.0"
                ]
            ]
        },
        {
            "name": "jinja2",
            "specs": [
                [
                    "==",
                    "3.1.2"
                ]
            ]
        },
        {
            "name": "json5",
            "specs": [
                [
                    "==",
                    "0.9.14"
                ]
            ]
        },
        {
            "name": "jsonpointer",
            "specs": [
                [
                    "==",
                    "2.4"
                ]
            ]
        },
        {
            "name": "jsonschema",
            "specs": [
                [
                    "==",
                    "4.20.0"
                ]
            ]
        },
        {
            "name": "jsonschema-specifications",
            "specs": [
                [
                    "==",
                    "2023.11.2"
                ]
            ]
        },
        {
            "name": "jsonschema",
            "specs": [
                [
                    "==",
                    "4.20.0"
                ]
            ]
        },
        {
            "name": "jupyter",
            "specs": [
                [
                    "==",
                    "1.0.0"
                ]
            ]
        },
        {
            "name": "jupyter-client",
            "specs": [
                [
                    "==",
                    "8.6.0"
                ]
            ]
        },
        {
            "name": "jupyter-console",
            "specs": [
                [
                    "==",
                    "6.6.3"
                ]
            ]
        },
        {
            "name": "jupyter-core",
            "specs": [
                [
                    "==",
                    "5.5.0"
                ]
            ]
        },
        {
            "name": "jupyter-events",
            "specs": [
                [
                    "==",
                    "0.9.0"
                ]
            ]
        },
        {
            "name": "jupyter-lsp",
            "specs": [
                [
                    "==",
                    "2.2.1"
                ]
            ]
        },
        {
            "name": "jupyter-server",
            "specs": [
                [
                    "==",
                    "2.12.1"
                ]
            ]
        },
        {
            "name": "jupyter-server-terminals",
            "specs": [
                [
                    "==",
                    "0.5.0"
                ]
            ]
        },
        {
            "name": "jupyterlab",
            "specs": [
                [
                    "==",
                    "4.0.9"
                ]
            ]
        },
        {
            "name": "jupyterlab-pygments",
            "specs": [
                [
                    "==",
                    "0.3.0"
                ]
            ]
        },
        {
            "name": "jupyterlab-server",
            "specs": [
                [
                    "==",
                    "2.25.2"
                ]
            ]
        },
        {
            "name": "jupyterlab-widgets",
            "specs": [
                [
                    "==",
                    "3.0.9"
                ]
            ]
        },
        {
            "name": "keyring",
            "specs": [
                [
                    "==",
                    "24.3.0"
                ]
            ]
        },
        {
            "name": "kiwisolver",
            "specs": [
                [
                    "==",
                    "1.4.5"
                ]
            ]
        },
        {
            "name": "latexcodec",
            "specs": [
                [
                    "==",
                    "2.0.1"
                ]
            ]
        },
        {
            "name": "markdown-it-py",
            "specs": [
                [
                    "==",
                    "3.0.0"
                ]
            ]
        },
        {
            "name": "markupsafe",
            "specs": [
                [
                    "==",
                    "2.1.3"
                ]
            ]
        },
        {
            "name": "matplotlib",
            "specs": [
                [
                    "==",
                    "3.8.2"
                ]
            ]
        },
        {
            "name": "matplotlib-inline",
            "specs": [
                [
                    "==",
                    "0.1.6"
                ]
            ]
        },
        {
            "name": "mdurl",
            "specs": [
                [
                    "==",
                    "0.1.2"
                ]
            ]
        },
        {
            "name": "mistune",
            "specs": [
                [
                    "==",
                    "3.0.2"
                ]
            ]
        },
        {
            "name": "more-itertools",
            "specs": [
                [
                    "==",
                    "10.1.0"
                ]
            ]
        },
        {
            "name": "nbclient",
            "specs": [
                [
                    "==",
                    "0.9.0"
                ]
            ]
        },
        {
            "name": "nbconvert",
            "specs": [
                [
                    "==",
                    "7.12.0"
                ]
            ]
        },
        {
            "name": "nbformat",
            "specs": [
                [
                    "==",
                    "5.9.2"
                ]
            ]
        },
        {
            "name": "nest-asyncio",
            "specs": [
                [
                    "==",
                    "1.5.8"
                ]
            ]
        },
        {
            "name": "nh3",
            "specs": [
                [
                    "==",
                    "0.2.15"
                ]
            ]
        },
        {
            "name": "nodeenv",
            "specs": [
                [
                    "==",
                    "1.8.0"
                ]
            ]
        },
        {
            "name": "notebook",
            "specs": [
                [
                    "==",
                    "7.0.6"
                ]
            ]
        },
        {
            "name": "notebook-shim",
            "specs": [
                [
                    "==",
                    "0.2.3"
                ]
            ]
        },
        {
            "name": "numpy",
            "specs": [
                [
                    "==",
                    "1.26.2"
                ]
            ]
        },
        {
            "name": "overrides",
            "specs": [
                [
                    "==",
                    "7.4.0"
                ]
            ]
        },
        {
            "name": "packaging",
            "specs": [
                [
                    "==",
                    "23.2"
                ]
            ]
        },
        {
            "name": "pandocfilters",
            "specs": [
                [
                    "==",
                    "1.5.0"
                ]
            ]
        },
        {
            "name": "parso",
            "specs": [
                [
                    "==",
                    "0.8.3"
                ]
            ]
        },
        {
            "name": "pexpect",
            "specs": [
                [
                    "==",
                    "4.9.0"
                ]
            ]
        },
        {
            "name": "pillow",
            "specs": [
                [
                    "==",
                    "10.1.0"
                ]
            ]
        },
        {
            "name": "pkginfo",
            "specs": [
                [
                    "==",
                    "1.9.6"
                ]
            ]
        },
        {
            "name": "platformdirs",
            "specs": [
                [
                    "==",
                    "4.1.0"
                ]
            ]
        },
        {
            "name": "pluggy",
            "specs": [
                [
                    "==",
                    "1.3.0"
                ]
            ]
        },
        {
            "name": "pre-commit",
            "specs": [
                [
                    "==",
                    "3.6.0"
                ]
            ]
        },
        {
            "name": "prometheus-client",
            "specs": [
                [
                    "==",
                    "0.19.0"
                ]
            ]
        },
        {
            "name": "prompt-toolkit",
            "specs": [
                [
                    "==",
                    "3.0.43"
                ]
            ]
        },
        {
            "name": "psutil",
            "specs": [
                [
                    "==",
                    "5.9.6"
                ]
            ]
        },
        {
            "name": "ptyprocess",
            "specs": [
                [
                    "==",
                    "0.7.0"
                ]
            ]
        },
        {
            "name": "pure-eval",
            "specs": [
                [
                    "==",
                    "0.2.2"
                ]
            ]
        },
        {
            "name": "pybtex",
            "specs": [
                [
                    "==",
                    "0.24.0"
                ]
            ]
        },
        {
            "name": "pybtex-docutils",
            "specs": [
                [
                    "==",
                    "1.0.3"
                ]
            ]
        },
        {
            "name": "pycparser",
            "specs": [
                [
                    "==",
                    "2.21"
                ]
            ]
        },
        {
            "name": "pydata-sphinx-theme",
            "specs": [
                [
                    "==",
                    "0.14.4"
                ]
            ]
        },
        {
            "name": "pygments",
            "specs": [
                [
                    "==",
                    "2.17.2"
                ]
            ]
        },
        {
            "name": "pyparsing",
            "specs": [
                [
                    "==",
                    "3.1.1"
                ]
            ]
        },
        {
            "name": "pyright",
            "specs": [
                [
                    "==",
                    "1.1.341"
                ]
            ]
        },
        {
            "name": "pytest",
            "specs": [
                [
                    "==",
                    "7.4.3"
                ]
            ]
        },
        {
            "name": "pytest-cov",
            "specs": [
                [
                    "==",
                    "4.1.0"
                ]
            ]
        },
        {
            "name": "pytest-xdist",
            "specs": [
                [
                    "==",
                    "3.5.0"
                ]
            ]
        },
        {
            "name": "python-dateutil",
            "specs": [
                [
                    "==",
                    "2.8.2"
                ]
            ]
        },
        {
            "name": "python-json-logger",
            "specs": [
                [
                    "==",
                    "2.0.7"
                ]
            ]
        },
        {
            "name": "pywin32",
            "specs": [
                [
                    "==",
                    "306"
                ]
            ]
        },
        {
            "name": "pywin32-ctypes",
            "specs": [
                [
                    "==",
                    "0.2.2"
                ]
            ]
        },
        {
            "name": "pywinpty",
            "specs": [
                [
                    "==",
                    "2.0.12"
                ]
            ]
        },
        {
            "name": "pyyaml",
            "specs": [
                [
                    "==",
                    "6.0.1"
                ]
            ]
        },
        {
            "name": "pyzmq",
            "specs": [
                [
                    "==",
                    "25.1.2"
                ]
            ]
        },
        {
            "name": "qtconsole",
            "specs": [
                [
                    "==",
                    "5.5.1"
                ]
            ]
        },
        {
            "name": "qtpy",
            "specs": [
                [
                    "==",
                    "2.4.1"
                ]
            ]
        },
        {
            "name": "readme-renderer",
            "specs": [
                [
                    "==",
                    "42.0"
                ]
            ]
        },
        {
            "name": "referencing",
            "specs": [
                [
                    "==",
                    "0.32.0"
                ]
            ]
        },
        {
            "name": "requests",
            "specs": [
                [
                    "==",
                    "2.31.0"
                ]
            ]
        },
        {
            "name": "requests-toolbelt",
            "specs": [
                [
                    "==",
                    "1.0.0"
                ]
            ]
        },
        {
            "name": "restructuredtext-lint",
            "specs": [
                [
                    "==",
                    "1.4.0"
                ]
            ]
        },
        {
            "name": "rfc3339-validator",
            "specs": [
                [
                    "==",
                    "0.1.4"
                ]
            ]
        },
        {
            "name": "rfc3986",
            "specs": [
                [
                    "==",
                    "2.0.0"
                ]
            ]
        },
        {
            "name": "rfc3986-validator",
            "specs": [
                [
                    "==",
                    "0.1.1"
                ]
            ]
        },
        {
            "name": "rich",
            "specs": [
                [
                    "==",
                    "13.7.0"
                ]
            ]
        },
        {
            "name": "rpds-py",
            "specs": [
                [
                    "==",
                    "0.14.1"
                ]
            ]
        },
        {
            "name": "scipy",
            "specs": [
                [
                    "==",
                    "1.11.4"
                ]
            ]
        },
        {
            "name": "secretstorage",
            "specs": [
                [
                    "==",
                    "3.3.3"
                ]
            ]
        },
        {
            "name": "send2trash",
            "specs": [
                [
                    "==",
                    "1.8.2"
                ]
            ]
        },
        {
            "name": "setuptools",
            "specs": [
                [
                    "==",
                    "69.0.2"
                ]
            ]
        },
        {
            "name": "six",
            "specs": [
                [
                    "==",
                    "1.16.0"
                ]
            ]
        },
        {
            "name": "sniffio",
            "specs": [
                [
                    "==",
                    "1.3.0"
                ]
            ]
        },
        {
            "name": "snowballstemmer",
            "specs": [
                [
                    "==",
                    "2.2.0"
                ]
            ]
        },
        {
            "name": "soupsieve",
            "specs": [
                [
                    "==",
                    "2.5"
                ]
            ]
        },
        {
            "name": "sphinx",
            "specs": [
                [
                    "==",
                    "7.2.6"
                ]
            ]
        },
        {
            "name": "sphinxcontrib-applehelp",
            "specs": [
                [
                    "==",
                    "1.0.7"
                ]
            ]
        },
        {
            "name": "sphinxcontrib-bibtex",
            "specs": [
                [
                    "==",
                    "2.6.1"
                ]
            ]
        },
        {
            "name": "sphinxcontrib-devhelp",
            "specs": [
                [
                    "==",
                    "1.0.5"
                ]
            ]
        },
        {
            "name": "sphinxcontrib-htmlhelp",
            "specs": [
                [
                    "==",
                    "2.0.4"
                ]
            ]
        },
        {
            "name": "sphinxcontrib-jsmath",
            "specs": [
                [
                    "==",
                    "1.0.1"
                ]
            ]
        },
        {
            "name": "sphinxcontrib-qthelp",
            "specs": [
                [
                    "==",
                    "1.0.6"
                ]
            ]
        },
        {
            "name": "sphinxcontrib-serializinghtml",
            "specs": [
                [
                    "==",
                    "1.1.9"
                ]
            ]
        },
        {
            "name": "stack-data",
            "specs": [
                [
                    "==",
                    "0.6.3"
                ]
            ]
        },
        {
            "name": "terminado",
            "specs": [
                [
                    "==",
                    "0.18.0"
                ]
            ]
        },
        {
            "name": "tinycss2",
            "specs": [
                [
                    "==",
                    "1.2.1"
                ]
            ]
        },
        {
            "name": "toml",
            "specs": [
                [
                    "==",
                    "0.10.2"
                ]
            ]
        },
        {
            "name": "tomli",
            "specs": [
                [
                    "==",
                    "2.0.1"
                ]
            ]
        },
        {
            "name": "tornado",
            "specs": [
                [
                    "==",
                    "6.4"
                ]
            ]
        },
        {
            "name": "traitlets",
            "specs": [
                [
                    "==",
                    "5.14.0"
                ]
            ]
        },
        {
            "name": "twine",
            "specs": [
                [
                    "==",
                    "4.0.2"
                ]
            ]
        },
        {
            "name": "types-python-dateutil",
            "specs": [
                [
                    "==",
                    "2.8.19.14"
                ]
            ]
        },
        {
            "name": "typing-extensions",
            "specs": [
                [
                    "==",
                    "4.9.0"
                ]
            ]
        },
        {
            "name": "uri-template",
            "specs": [
                [
                    "==",
                    "1.3.0"
                ]
            ]
        },
        {
            "name": "urllib3",
            "specs": [
                [
                    "==",
                    "2.1.0"
                ]
            ]
        },
        {
            "name": "virtualenv",
            "specs": [
                [
                    "==",
                    "20.25.0"
                ]
            ]
        },
        {
            "name": "wcwidth",
            "specs": [
                [
                    "==",
                    "0.2.12"
                ]
            ]
        },
        {
            "name": "webcolors",
            "specs": [
                [
                    "==",
                    "1.13"
                ]
            ]
        },
        {
            "name": "webencodings",
            "specs": [
                [
                    "==",
                    "0.5.1"
                ]
            ]
        },
        {
            "name": "websocket-client",
            "specs": [
                [
                    "==",
                    "1.7.0"
                ]
            ]
        },
        {
            "name": "widgetsnbextension",
            "specs": [
                [
                    "==",
                    "4.0.9"
                ]
            ]
        },
        {
            "name": "zipp",
            "specs": [
                [
                    "==",
                    "3.17.0"
                ]
            ]
        }
    ],
    "lcname": "colour-demosaicing"
}
        
Elapsed time: 0.30162s