{
    "info": {
        "author": "Kwik Team",
        "author_email": "cyrille.rossant at gmail.com",
        "bugtrack_url": null,
        "classifiers": [
            "Development Status :: 3 - Alpha",
            "Intended Audience :: Science/Research",
            "License :: OSI Approved :: BSD License",
            "Natural Language :: English",
            "Programming Language :: Python :: 2",
            "Programming Language :: Python :: 2.7",
            "Programming Language :: Python :: 3",
            "Programming Language :: Python :: 3.4",
            "Programming Language :: Python :: 3.5"
        ],
        "description": "# Klusta: automatic spike sorting up to 64 channels\n\n[![Build Status](https://img.shields.io/travis/kwikteam/klusta.svg)](https://travis-ci.org/kwikteam/klusta)\n[![codecov.io](https://img.shields.io/codecov/c/github/kwikteam/klusta.svg)](http://codecov.io/github/kwikteam/klusta?branch=master)\n[![Documentation Status](https://readthedocs.org/projects/klusta/badge/?version=latest)](http://klusta.readthedocs.org/en/latest/)\n[![PyPI release](https://img.shields.io/pypi/v/klusta.svg)](https://pypi.python.org/pypi/klusta)\n[![GitHub release](https://img.shields.io/github/release/kwikteam/klusta.svg)](https://github.com/kwikteam/klusta/releases/latest)\n\n[**klusta**](https://github.com/kwikteam/klusta) is an open source package for automatic spike sorting of multielectrode neurophysiological recordings made with probes containing up to a few dozens of sites.\n\nWe are also working actively on more sophisticated algorithms that will scale to hundreds/thousands of channels. This work is being done within the [phy project](https://github.com/kwikteam/phy), which is still experimental at this point.\n\n## Overview\n\n**klusta** implements the following features:\n\n* **Kwik**: An HDF5-based file format that stores the results of a spike sorting session.\n* **Spike detection** (also known as SpikeDetekt): an algorithm designed for probes containing tens of channels, based on a flood-fill algorithm in the adjacency graph formed by the recording sites in the probe.\n* **Automatic clustering** (also known as Masked KlustaKwik): an automatic clustering algorithm designed for high-dimensional structured datasets.\n\n\n## GUI\n\nYou will need a GUI to visualize the spike sorting results.\n\nWe have developed two GUI programs with the same features:\n\n* **phy KwikGUI**: newer project, scales to hundreds/thousands of channels, still relatively experimental. **It will be automatically installed if you follow the install instructions below.**\n* **[KlustaViewa](https://github.com/klusta-team/klustaviewa)**: widely used, but older and a bit hard to install since it relies on very old dependencies.\n\nBoth GUIs work with the same **Kwik** format.\n\n\n## Quick install guide\n\nThe following instructions will install both **klusta** and the **phy KwikGUI**.\n\n1. Make sure that you have [**miniconda**](http://conda.pydata.org/miniconda.html) installed. You can choose the Python 3.5 64-bit version for your operating system (Linux, Windows, or OS X).\n2. [Download the environment file.](https://raw.githubusercontent.com/kwikteam/klusta/master/installer/environment.yml)\n3. Open a terminal (on Windows, `cmd`, not Powershell) in the directory where you saved the file and type:\n\n    ```bash\n    conda env create -n klusta -f environment.yml\n    ```\n\n4. **Done**! Now, to use klusta and the phy KwikGUI, enter the directory that contains your files and type:\n\n    ```bash\n    source activate klusta  # omit the `source` on Windows\n    klusta yourfile.prm  # spikesort your data with a PRM file\n    phy kwik-gui yourfile.kwik  # open the GUI\n    ```\n\n    See the documentation for more details.\n\n\n### Updating the software\n\nTo get the latest version of the software, open a terminal and type:\n\n```\nsource activate klusta  # omit the `source` on Windows\npip install klusta phy phycontrib --upgrade\n```\n\n\n## Technical details\n\n**klusta** is written in pure Python. The clustering code, written in Python and Cython, currently lives in [another repository](https://github.com/kwikteam/klustakwik2/).\n\n\n## Links\n\n* [Documentation](http://klusta.readthedocs.org/en/latest/) (work in progress)\n* [Paper in Nature Neuroscience (April 2016)](http://www.nature.com/neuro/journal/vaop/ncurrent/full/nn.4268.html)\n* [Mailing list](https://groups.google.com/forum/#!forum/klustaviewas)\n* [Sample data repository](http://phy.cortexlab.net/data/) (work in progress)\n\n\n## Credits\n\n**klusta** is developed by [Cyrille Rossant](http://cyrille.rossant.net), [Shabnam Kadir](https://iris.ucl.ac.uk/iris/browse/profile?upi=SKADI56), [Dan Goodman](http://thesamovar.net/), [Max Hunter](https://iris.ucl.ac.uk/iris/browse/profile?upi=MLDHU99), and [Kenneth Harris](https://iris.ucl.ac.uk/iris/browse/profile?upi=KDHAR02), in the [Cortexlab](https://www.ucl.ac.uk/cortexlab), University College London.",
        "description_content_type": null,
        "docs_url": null,
        "download_url": "",
        "downloads": {
            "last_day": -1,
            "last_month": -1,
            "last_week": -1
        },
        "home_page": "https://klusta.cortexlab.net",
        "keywords": "klusta,neuroscience,spike sorting,klustakwik",
        "license": "BSD",
        "maintainer": "",
        "maintainer_email": "",
        "name": "klusta",
        "package_url": "https://pypi.org/project/klusta/",
        "platform": "UNKNOWN",
        "project_url": "https://pypi.org/project/klusta/",
        "project_urls": {
            "Homepage": "https://klusta.cortexlab.net"
        },
        "release_url": "https://pypi.org/project/klusta/3.0.16/",
        "requires_dist": null,
        "requires_python": "",
        "summary": "Spike detection and automatic clustering for spike sorting",
        "version": "3.0.16"
    },
    "last_serial": 2657629,
    "releases": {
        "3.0.0": [
            {
                "comment_text": "",
                "digests": {
                    "md5": "eff1d784390e87175f74fff9ce9479c1",
                    "sha256": "5c3293a8ccb6dacb04303ca2c6c803f13f85d116dd6102c2c36aa10c0cd28e1e"
                },
                "downloads": -1,
                "filename": "klusta-3.0.0-py2.py3-none-any.whl",
                "has_sig": false,
                "md5_digest": "eff1d784390e87175f74fff9ce9479c1",
                "packagetype": "bdist_wheel",
                "python_version": "py2.py3",
                "requires_python": null,
                "size": 84444,
                "upload_time": "2016-03-22T15:14:55",
                "url": "https://files.pythonhosted.org/packages/7a/f3/839ac4259d26909d3151483748f95c0673b53d5c35f7d9d3f01f09a68b47/klusta-3.0.0-py2.py3-none-any.whl"
            },
            {
                "comment_text": "",
                "digests": {
                    "md5": "bfbfb94ccac9cbe7502a7dcafb6c80ec",
                    "sha256": "edb8c9f4afcb1c49c6d6a5b6c61f7f23effb0ad9bfdf696e2f1f0d8fe9d29f98"
                },
                "downloads": -1,
                "filename": "klusta-3.0.0.tar.gz",
                "has_sig": false,
                "md5_digest": "bfbfb94ccac9cbe7502a7dcafb6c80ec",
                "packagetype": "sdist",
                "python_version": "source",
                "requires_python": null,
                "size": 68996,
                "upload_time": "2016-03-22T15:17:02",
                "url": "https://files.pythonhosted.org/packages/a2/25/2a2aa204debb6102cfab4b5af2d370fd21aec814c536b97715cb316bc16e/klusta-3.0.0.tar.gz"
            }
        ],
        "3.0.1": [
            {
                "comment_text": "",
                "digests": {
                    "md5": "c825bb9903ca70524088ccc14f7ea9a7",
                    "sha256": "270b559bee77a9aad559fed6bcf4fd1489c1cbd942c2a6d63695c6299027957e"
                },
                "downloads": -1,
                "filename": "klusta-3.0.1-py2.py3-none-any.whl",
                "has_sig": false,
                "md5_digest": "c825bb9903ca70524088ccc14f7ea9a7",
                "packagetype": "bdist_wheel",
                "python_version": "py2.py3",
                "requires_python": null,
                "size": 84457,
                "upload_time": "2016-03-22T18:14:04",
                "url": "https://files.pythonhosted.org/packages/75/9a/0b23eca7d61df0da12fef4ce846684e4a89d576f6a5deb05253a69fd076f/klusta-3.0.1-py2.py3-none-any.whl"
            },
            {
                "comment_text": "",
                "digests": {
                    "md5": "cee58dc1efbf1fa2e3c9204445874966",
                    "sha256": "61f47ac4df8da2fdf3cb237d465ff09f57dc7b4950ad737c9eaca03ffc82678c"
                },
                "downloads": -1,
                "filename": "klusta-3.0.1.tar.gz",
                "has_sig": false,
                "md5_digest": "cee58dc1efbf1fa2e3c9204445874966",
                "packagetype": "sdist",
                "python_version": "source",
                "requires_python": null,
                "size": 68995,
                "upload_time": "2016-03-22T18:14:12",
                "url": "https://files.pythonhosted.org/packages/ce/44/144b94580d85ee1fe694c7c2f06d83b5dbb3a9e331d0bb2e03a6ee8268a1/klusta-3.0.1.tar.gz"
            }
        ],
        "3.0.10": [
            {
                "comment_text": "",
                "digests": {
                    "md5": "b7dd069744929d906871cd1c2a9319a4",
                    "sha256": "6292aebad30cf021759920ef0af05271961e6d8e4475c7cf1ea4306debe6a608"
                },
                "downloads": -1,
                "filename": "klusta-3.0.10-py2.py3-none-any.whl",
                "has_sig": false,
                "md5_digest": "b7dd069744929d906871cd1c2a9319a4",
                "packagetype": "bdist_wheel",
                "python_version": "py2.py3",
                "requires_python": null,
                "size": 87385,
                "upload_time": "2016-06-28T13:48:30",
                "url": "https://files.pythonhosted.org/packages/26/04/8b600613fd9cc4680dcfbee87aab859ffd522897c2dd5bedb3ff1420688d/klusta-3.0.10-py2.py3-none-any.whl"
            },
            {
                "comment_text": "",
                "digests": {
                    "md5": "3ac3aad7f050a98a7915560b8146f85e",
                    "sha256": "5c4f6e92f69c38ce52dd697be02ccceb6c4a90491b2d562c814911dc9c39a058"
                },
                "downloads": -1,
                "filename": "klusta-3.0.10.tar.gz",
                "has_sig": false,
                "md5_digest": "3ac3aad7f050a98a7915560b8146f85e",
                "packagetype": "sdist",
                "python_version": "source",
                "requires_python": null,
                "size": 69787,
                "upload_time": "2016-06-28T13:48:35",
                "url": "https://files.pythonhosted.org/packages/08/01/aa932a99d89a9312b8067077fa29f20be752258e39bf890f10aaad36a8d1/klusta-3.0.10.tar.gz"
            }
        ],
        "3.0.11": [
            {
                "comment_text": "",
                "digests": {
                    "md5": "4235017415d6f13e9984c7108692ffb7",
                    "sha256": "8cb46591d441cc4ed9d0a13bd6467d74b3796ba0bc108286f045977488938691"
                },
                "downloads": -1,
                "filename": "klusta-3.0.11-py2.py3-none-any.whl",
                "has_sig": false,
                "md5_digest": "4235017415d6f13e9984c7108692ffb7",
                "packagetype": "bdist_wheel",
                "python_version": "py2.py3",
                "requires_python": null,
                "size": 87300,
                "upload_time": "2016-09-09T09:15:29",
                "url": "https://files.pythonhosted.org/packages/de/3e/e50c446bee83d850bfb00622ba3b3cde3f5690fb6b5b6836d36a3b9d9556/klusta-3.0.11-py2.py3-none-any.whl"
            },
            {
                "comment_text": "",
                "digests": {
                    "md5": "d9fda664178676964cae687e94ca8793",
                    "sha256": "9d2d28df8bde65ffbef6bcef41b55715aa68c0aa829b99ce4a264f03a955d903"
                },
                "downloads": -1,
                "filename": "klusta-3.0.11.tar.gz",
                "has_sig": false,
                "md5_digest": "d9fda664178676964cae687e94ca8793",
                "packagetype": "sdist",
                "python_version": "source",
                "requires_python": null,
                "size": 69409,
                "upload_time": "2016-09-09T09:15:32",
                "url": "https://files.pythonhosted.org/packages/c7/2d/cbe52e3ce8bcd5158809caa53500e49a1c1bbc6901b2a2405d4b20498a4e/klusta-3.0.11.tar.gz"
            }
        ],
        "3.0.12": [
            {
                "comment_text": "",
                "digests": {
                    "md5": "ad1c38562df5e129a2fce56b73a0b302",
                    "sha256": "29b0e53797b79366bdf5922c607c57b4505c88988310996ddd426d0ad7331311"
                },
                "downloads": -1,
                "filename": "klusta-3.0.12-py2.py3-none-any.whl",
                "has_sig": false,
                "md5_digest": "ad1c38562df5e129a2fce56b73a0b302",
                "packagetype": "bdist_wheel",
                "python_version": "py2.py3",
                "requires_python": null,
                "size": 87311,
                "upload_time": "2016-10-06T10:28:29",
                "url": "https://files.pythonhosted.org/packages/07/6d/644f3ddcf6b94ec36870eb29fb48cec2ec47e8bc782c65b0f919f64c2eb0/klusta-3.0.12-py2.py3-none-any.whl"
            },
            {
                "comment_text": "",
                "digests": {
                    "md5": "e40e1876bcc0e1ee5760f9173c911020",
                    "sha256": "3674fca1e08165fd224b0f077a734f6439983dc19a8148cf06ea53fba5ea6e53"
                },
                "downloads": -1,
                "filename": "klusta-3.0.12.tar.gz",
                "has_sig": false,
                "md5_digest": "e40e1876bcc0e1ee5760f9173c911020",
                "packagetype": "sdist",
                "python_version": "source",
                "requires_python": null,
                "size": 69430,
                "upload_time": "2016-10-06T10:28:31",
                "url": "https://files.pythonhosted.org/packages/d1/d4/ef1df78e9722f239c7fe1a0c7721fa7536d8f29359b354a77e6591677f86/klusta-3.0.12.tar.gz"
            }
        ],
        "3.0.13": [
            {
                "comment_text": "",
                "digests": {
                    "md5": "3559ee166a5be3d5b4e46583b2eb847c",
                    "sha256": "d7647c4caa3dd0c2b61bae0c2cd67bc1d6ff7dc0922fd113a350707142b7d2e1"
                },
                "downloads": -1,
                "filename": "klusta-3.0.13-py2.py3-none-any.whl",
                "has_sig": false,
                "md5_digest": "3559ee166a5be3d5b4e46583b2eb847c",
                "packagetype": "bdist_wheel",
                "python_version": "py2.py3",
                "requires_python": null,
                "size": 87388,
                "upload_time": "2016-11-02T09:46:01",
                "url": "https://files.pythonhosted.org/packages/dd/74/2c1a5837001505bb1fd6051477c5e0a49bce0c6b637e9930200b75ea9e99/klusta-3.0.13-py2.py3-none-any.whl"
            },
            {
                "comment_text": "",
                "digests": {
                    "md5": "113cf9a28a2ee34587231c3775d89ad6",
                    "sha256": "3231f310b6e2262644a126a23a1daa07ac0c21c44997f27c328a03cbdb579a81"
                },
                "downloads": -1,
                "filename": "klusta-3.0.13.tar.gz",
                "has_sig": false,
                "md5_digest": "113cf9a28a2ee34587231c3775d89ad6",
                "packagetype": "sdist",
                "python_version": "source",
                "requires_python": null,
                "size": 69892,
                "upload_time": "2016-11-02T09:46:04",
                "url": "https://files.pythonhosted.org/packages/ee/85/673cf304701387233beae6d885cb6101e55dc802c2a254a4b4f7e46179bc/klusta-3.0.13.tar.gz"
            }
        ],
        "3.0.14": [
            {
                "comment_text": "",
                "digests": {
                    "md5": "2f9290aa649dca0f4b7dc40871620f08",
                    "sha256": "fd8a068ccec23ef4f03506de60dd087969fd828760ce75d41dd6eb099cbbbf50"
                },
                "downloads": -1,
                "filename": "klusta-3.0.14-py2.py3-none-any.whl",
                "has_sig": false,
                "md5_digest": "2f9290aa649dca0f4b7dc40871620f08",
                "packagetype": "bdist_wheel",
                "python_version": "py2.py3",
                "requires_python": null,
                "size": 87404,
                "upload_time": "2016-11-10T10:13:38",
                "url": "https://files.pythonhosted.org/packages/98/f0/f4af54a579e33a6cbfd7e18f1c0ac28248a28904dbff41ceb6d82aee3390/klusta-3.0.14-py2.py3-none-any.whl"
            },
            {
                "comment_text": "",
                "digests": {
                    "md5": "948afa5ba8f594dd17fd1fd923ef5d1c",
                    "sha256": "9913275e45c74b2ee1f860e76ec76621cbe0fae564119e7347a3701346a88fff"
                },
                "downloads": -1,
                "filename": "klusta-3.0.14.tar.gz",
                "has_sig": false,
                "md5_digest": "948afa5ba8f594dd17fd1fd923ef5d1c",
                "packagetype": "sdist",
                "python_version": "source",
                "requires_python": null,
                "size": 69537,
                "upload_time": "2016-11-10T10:13:41",
                "url": "https://files.pythonhosted.org/packages/30/3f/0904e2da46173ae6e2a450c2a9ee608154d9b7f0412ace4928027dfb1c58/klusta-3.0.14.tar.gz"
            }
        ],
        "3.0.15": [
            {
                "comment_text": "",
                "digests": {
                    "md5": "62e7745f734f63e56fe70378c9d0d983",
                    "sha256": "1673b0463931ea4f7210f32a5ad3e8cf1568f8072a62fdf3ebd53785d0e5a703"
                },
                "downloads": -1,
                "filename": "klusta-3.0.15-py2.py3-none-any.whl",
                "has_sig": false,
                "md5_digest": "62e7745f734f63e56fe70378c9d0d983",
                "packagetype": "bdist_wheel",
                "python_version": "py2.py3",
                "requires_python": null,
                "size": 87439,
                "upload_time": "2016-11-16T14:24:25",
                "url": "https://files.pythonhosted.org/packages/97/6f/c105aed9431a573765b9d5249d647bb9de63dd41850168b84d4d2fb4a8f0/klusta-3.0.15-py2.py3-none-any.whl"
            },
            {
                "comment_text": "",
                "digests": {
                    "md5": "8a41b046272d07a7871de8e2e17e5567",
                    "sha256": "2c7d76cece535196b92d5d68f2984987ed4be77c3167100371c3268cea1e68b6"
                },
                "downloads": -1,
                "filename": "klusta-3.0.15.tar.gz",
                "has_sig": false,
                "md5_digest": "8a41b046272d07a7871de8e2e17e5567",
                "packagetype": "sdist",
                "python_version": "source",
                "requires_python": null,
                "size": 69568,
                "upload_time": "2016-11-16T14:24:28",
                "url": "https://files.pythonhosted.org/packages/3e/34/a9b31c333f9f3eea106df5481915d5dc901fde097dd079a700132f1167aa/klusta-3.0.15.tar.gz"
            }
        ],
        "3.0.16": [
            {
                "comment_text": "",
                "digests": {
                    "md5": "663b6055f3c9ad5bbdf4edf7417342f6",
                    "sha256": "c77036fa0c4acdca9c2b1399ec3a3e9c069520f7d20a1b4107534221f7856ac4"
                },
                "downloads": -1,
                "filename": "klusta-3.0.16-py2.py3-none-any.whl",
                "has_sig": false,
                "md5_digest": "663b6055f3c9ad5bbdf4edf7417342f6",
                "packagetype": "bdist_wheel",
                "python_version": "py2.py3",
                "requires_python": null,
                "size": 87628,
                "upload_time": "2017-02-21T12:45:06",
                "url": "https://files.pythonhosted.org/packages/2e/bf/b852cb55a6bd1d500afc1350710e909384fabda95b3264d6a267db642ee8/klusta-3.0.16-py2.py3-none-any.whl"
            },
            {
                "comment_text": "",
                "digests": {
                    "md5": "592641723844a40719ce7d987deaff74",
                    "sha256": "544e7c68467206198a9896910060f74ea73a6278447e2606d4a02cce80f041a1"
                },
                "downloads": -1,
                "filename": "klusta-3.0.16.tar.gz",
                "has_sig": false,
                "md5_digest": "592641723844a40719ce7d987deaff74",
                "packagetype": "sdist",
                "python_version": "source",
                "requires_python": null,
                "size": 69775,
                "upload_time": "2017-02-21T12:45:08",
                "url": "https://files.pythonhosted.org/packages/46/d7/52ef7083c56d1bf1bf9d65c709f43c8802c45d7f5373182ddea367df2c4b/klusta-3.0.16.tar.gz"
            }
        ],
        "3.0.2": [
            {
                "comment_text": "",
                "digests": {
                    "md5": "c3b84e46ff4a64ee28ecd58fa9faf5ad",
                    "sha256": "83e426042808819c7104d85d30e0bbe8f61a76b4ac528426e311b6bf96e186f4"
                },
                "downloads": -1,
                "filename": "klusta-3.0.2-py2.py3-none-any.whl",
                "has_sig": false,
                "md5_digest": "c3b84e46ff4a64ee28ecd58fa9faf5ad",
                "packagetype": "bdist_wheel",
                "python_version": "py2.py3",
                "requires_python": null,
                "size": 85310,
                "upload_time": "2016-03-23T11:11:46",
                "url": "https://files.pythonhosted.org/packages/24/4b/9fbeb2234f8e31a495152c114b5601847baca9b8b4f38fc1e08ec56e559c/klusta-3.0.2-py2.py3-none-any.whl"
            },
            {
                "comment_text": "",
                "digests": {
                    "md5": "3582ab9d5199fab8a226f97671e5b406",
                    "sha256": "a9a9cb4f1d0365a24973f35424f679f245ea3841ce5f5e79d2dac4c97129c075"
                },
                "downloads": -1,
                "filename": "klusta-3.0.2.tar.gz",
                "has_sig": false,
                "md5_digest": "3582ab9d5199fab8a226f97671e5b406",
                "packagetype": "sdist",
                "python_version": "source",
                "requires_python": null,
                "size": 69887,
                "upload_time": "2016-03-23T11:12:06",
                "url": "https://files.pythonhosted.org/packages/42/05/2e3318260329ebee58e24ef436e33b663dc6594b779c17f9dc7afd9433a3/klusta-3.0.2.tar.gz"
            }
        ],
        "3.0.3": [
            {
                "comment_text": "",
                "digests": {
                    "md5": "70bce1e9196db1d4bbd77e076ee35cbc",
                    "sha256": "a87d39e1b9f20836ecd12d3d4e4313fb16798151017ea3515bc8e68ccd16438b"
                },
                "downloads": -1,
                "filename": "klusta-3.0.3-py2.py3-none-any.whl",
                "has_sig": false,
                "md5_digest": "70bce1e9196db1d4bbd77e076ee35cbc",
                "packagetype": "bdist_wheel",
                "python_version": "py2.py3",
                "requires_python": null,
                "size": 85667,
                "upload_time": "2016-03-23T16:20:03",
                "url": "https://files.pythonhosted.org/packages/03/9f/cb2ffb31339441450533a16bf4279e42884b5584d5a6846f3ba19f996709/klusta-3.0.3-py2.py3-none-any.whl"
            }
        ],
        "3.0.4": [
            {
                "comment_text": "",
                "digests": {
                    "md5": "c6567ee61aa093f92a5e4a9ac604f277",
                    "sha256": "2eb27ad014d6817996fd4f0d3474283150a8dbf42e439b6bde2a1638f68cddc3"
                },
                "downloads": -1,
                "filename": "klusta-3.0.4-py2.py3-none-any.whl",
                "has_sig": false,
                "md5_digest": "c6567ee61aa093f92a5e4a9ac604f277",
                "packagetype": "bdist_wheel",
                "python_version": "py2.py3",
                "requires_python": null,
                "size": 85672,
                "upload_time": "2016-03-23T17:00:53",
                "url": "https://files.pythonhosted.org/packages/ea/7e/cf244771729ba2cbe061ed719dab9d1481faabcee4e6e1fa3feafce49227/klusta-3.0.4-py2.py3-none-any.whl"
            },
            {
                "comment_text": "",
                "digests": {
                    "md5": "20c6fbc003db6ca3792814b51a98a0cf",
                    "sha256": "c8b6fd3e7fcb2b0deaf13dfdb67da7549f0e4fd7def779f9dcc561b12569d21e"
                },
                "downloads": -1,
                "filename": "klusta-3.0.4.tar.gz",
                "has_sig": false,
                "md5_digest": "20c6fbc003db6ca3792814b51a98a0cf",
                "packagetype": "sdist",
                "python_version": "source",
                "requires_python": null,
                "size": 70248,
                "upload_time": "2016-03-23T17:01:09",
                "url": "https://files.pythonhosted.org/packages/b0/8c/cd0b81a984062cd484f549bb54e78a1bada78e6d81bec720ebd3a9847ee5/klusta-3.0.4.tar.gz"
            }
        ],
        "3.0.5": [
            {
                "comment_text": "",
                "digests": {
                    "md5": "4567a30ef611558a82ecea19f866559d",
                    "sha256": "f388c50c9e2b220eef99f34cf95526d8017ceee9009bcce9ce635332371fa669"
                },
                "downloads": -1,
                "filename": "klusta-3.0.5-py2.py3-none-any.whl",
                "has_sig": false,
                "md5_digest": "4567a30ef611558a82ecea19f866559d",
                "packagetype": "bdist_wheel",
                "python_version": "py2.py3",
                "requires_python": null,
                "size": 85728,
                "upload_time": "2016-03-23T22:24:55",
                "url": "https://files.pythonhosted.org/packages/54/29/84163caba627f353f0fc02c6eac2c40c4666d0aa3b20d2b96eef8ce5f13c/klusta-3.0.5-py2.py3-none-any.whl"
            },
            {
                "comment_text": "",
                "digests": {
                    "md5": "ff9fcb624d323c221d9310937017ffab",
                    "sha256": "c9914c190d3701c3e0cc3b854d3f8b2759a0fe68ed09330df105359b93e48cee"
                },
                "downloads": -1,
                "filename": "klusta-3.0.5.tar.gz",
                "has_sig": false,
                "md5_digest": "ff9fcb624d323c221d9310937017ffab",
                "packagetype": "sdist",
                "python_version": "source",
                "requires_python": null,
                "size": 70299,
                "upload_time": "2016-03-23T22:25:01",
                "url": "https://files.pythonhosted.org/packages/dc/4b/123171f306259a72058fc6134fbc9d910723c549dc1cd478f40adcb5251c/klusta-3.0.5.tar.gz"
            }
        ],
        "3.0.6": [
            {
                "comment_text": "",
                "digests": {
                    "md5": "6d1bd388b97a984c0879ecc0f79bfb5b",
                    "sha256": "683232f4bb5b38a53ac52e9715f70af53b393a57f07c59d1f0a0e732dc470d25"
                },
                "downloads": -1,
                "filename": "klusta-3.0.6-py2.py3-none-any.whl",
                "has_sig": false,
                "md5_digest": "6d1bd388b97a984c0879ecc0f79bfb5b",
                "packagetype": "bdist_wheel",
                "python_version": "py2.py3",
                "requires_python": null,
                "size": 86363,
                "upload_time": "2016-03-30T12:06:07",
                "url": "https://files.pythonhosted.org/packages/6a/3a/3bc6d1023700da07ad48f2140f801c610640cccd1391181ff45308fe51c4/klusta-3.0.6-py2.py3-none-any.whl"
            }
        ],
        "3.0.7": [
            {
                "comment_text": "",
                "digests": {
                    "md5": "496f1f741fb029ecd88b0665041ec9c3",
                    "sha256": "cb4f6c7abe0ace7db1c80f592af507062501d3fd3b31cd4f00c255e22aa6ed0e"
                },
                "downloads": -1,
                "filename": "klusta-3.0.7-py2.py3-none-any.whl",
                "has_sig": false,
                "md5_digest": "496f1f741fb029ecd88b0665041ec9c3",
                "packagetype": "bdist_wheel",
                "python_version": "py2.py3",
                "requires_python": null,
                "size": 86363,
                "upload_time": "2016-03-30T12:06:43",
                "url": "https://files.pythonhosted.org/packages/25/1d/94cdd68cc768526cec9b729109bf081c3bf5f3b0971549e5b4f86487174f/klusta-3.0.7-py2.py3-none-any.whl"
            },
            {
                "comment_text": "",
                "digests": {
                    "md5": "bc963a9809c3bb477bbab4910d162d7d",
                    "sha256": "54483ee3bbd52f8246b42827adbf42a026a5140f55060b1565ea10e776914c1b"
                },
                "downloads": -1,
                "filename": "klusta-3.0.7.tar.gz",
                "has_sig": false,
                "md5_digest": "bc963a9809c3bb477bbab4910d162d7d",
                "packagetype": "sdist",
                "python_version": "source",
                "requires_python": null,
                "size": 71006,
                "upload_time": "2016-03-30T12:06:50",
                "url": "https://files.pythonhosted.org/packages/3b/a4/d2a6167ff75b0678dc88dec0c570d16e408224a0b2761e86145d6e6568de/klusta-3.0.7.tar.gz"
            }
        ],
        "3.0.8": [
            {
                "comment_text": "",
                "digests": {
                    "md5": "2cc2197f889eb4987ee1e37bbf32bf59",
                    "sha256": "1299f687dbe4f1c8a7874cf374b1d94ceb7cdcf8bee58cb68d61ddcfac2ef3dd"
                },
                "downloads": -1,
                "filename": "klusta-3.0.8-py2.py3-none-any.whl",
                "has_sig": false,
                "md5_digest": "2cc2197f889eb4987ee1e37bbf32bf59",
                "packagetype": "bdist_wheel",
                "python_version": "py2.py3",
                "requires_python": null,
                "size": 86596,
                "upload_time": "2016-04-06T16:17:46",
                "url": "https://files.pythonhosted.org/packages/19/d1/0b2088d2a80884d9a42c1f01c75abea39bea009521ff2d4d628a42093675/klusta-3.0.8-py2.py3-none-any.whl"
            },
            {
                "comment_text": "",
                "digests": {
                    "md5": "a87badd31201e2357166eb2493f58fa7",
                    "sha256": "6d4feffa160aac6b4d5b88a39d9ccb9f9b86aa2cac9cc73528b31dc71645dbd7"
                },
                "downloads": -1,
                "filename": "klusta-3.0.8.tar.gz",
                "has_sig": false,
                "md5_digest": "a87badd31201e2357166eb2493f58fa7",
                "packagetype": "sdist",
                "python_version": "source",
                "requires_python": null,
                "size": 71230,
                "upload_time": "2016-04-06T16:17:51",
                "url": "https://files.pythonhosted.org/packages/7c/42/776633cb82555e6da25bac5897d9cde3641f8e4e68adf72c5637ff5d631f/klusta-3.0.8.tar.gz"
            }
        ],
        "3.0.9": [
            {
                "comment_text": "",
                "digests": {
                    "md5": "b15f6a28617a3bdc89ff27b7084c6556",
                    "sha256": "c2f63019b2d639dade04cb3bb895dd0d9072120cb9df9d08ed3dbc0361d98c71"
                },
                "downloads": -1,
                "filename": "klusta-3.0.9-py2.py3-none-any.whl",
                "has_sig": false,
                "md5_digest": "b15f6a28617a3bdc89ff27b7084c6556",
                "packagetype": "bdist_wheel",
                "python_version": "py2.py3",
                "requires_python": null,
                "size": 87021,
                "upload_time": "2016-04-12T17:51:46",
                "url": "https://files.pythonhosted.org/packages/e7/fa/7a322752fc865a60f66528104a942bf0f6ea1aa29a471d39a697f804c2af/klusta-3.0.9-py2.py3-none-any.whl"
            },
            {
                "comment_text": "",
                "digests": {
                    "md5": "019c4e167cac0f902b5f64c8bbc3b1a0",
                    "sha256": "5dc956984f7d46c13c516eff73d3c0939a00c9f826a749eb28ec2b8f0907e43b"
                },
                "downloads": -1,
                "filename": "klusta-3.0.9.tar.gz",
                "has_sig": false,
                "md5_digest": "019c4e167cac0f902b5f64c8bbc3b1a0",
                "packagetype": "sdist",
                "python_version": "source",
                "requires_python": null,
                "size": 71679,
                "upload_time": "2016-04-12T17:51:54",
                "url": "https://files.pythonhosted.org/packages/50/26/024c2279f1b2ef01da7b5ea1f352c4d4047dbaf856d36f63ee7c4ce2e917/klusta-3.0.9.tar.gz"
            }
        ],
        "3.0.dev0": [
            {
                "comment_text": "",
                "digests": {
                    "md5": "8edaaa560936a58521f139a194129bc8",
                    "sha256": "d58ee0f6610bad939bbb862b6f8db8c4fd79e96a6faed2f2aac9d89f4ffb4864"
                },
                "downloads": -1,
                "filename": "klusta-3.0.dev0-py2.py3-none-any.whl",
                "has_sig": false,
                "md5_digest": "8edaaa560936a58521f139a194129bc8",
                "packagetype": "bdist_wheel",
                "python_version": "py2.py3",
                "requires_python": null,
                "size": 82860,
                "upload_time": "2016-03-21T18:40:21",
                "url": "https://files.pythonhosted.org/packages/c8/65/82c7b8477280cb08f54653b4322f72298f696c97a21982acc06f5438795e/klusta-3.0.dev0-py2.py3-none-any.whl"
            },
            {
                "comment_text": "",
                "digests": {
                    "md5": "6cdce50ab49d3c63408cbc2812ec6fa0",
                    "sha256": "c21a890879e82e8a3bf440ae240f9dc987199e3030191b25026a9ff29486a08d"
                },
                "downloads": -1,
                "filename": "klusta-3.0.dev0.tar.gz",
                "has_sig": false,
                "md5_digest": "6cdce50ab49d3c63408cbc2812ec6fa0",
                "packagetype": "sdist",
                "python_version": "source",
                "requires_python": null,
                "size": 67489,
                "upload_time": "2016-03-21T18:40:28",
                "url": "https://files.pythonhosted.org/packages/3c/5c/769856b7258f074af844a2069742d7364cf1dc8080eedea81b8da39c8d59/klusta-3.0.dev0.tar.gz"
            }
        ],
        "3.0.dev1": [
            {
                "comment_text": "",
                "digests": {
                    "md5": "b5aac1ef2fed2d81afbe914415c8d72d",
                    "sha256": "975bf48834d623650bb17b350ee392d793cd30501f122332fdb0776ee5ead8a3"
                },
                "downloads": -1,
                "filename": "klusta-3.0.dev1-py2.py3-none-any.whl",
                "has_sig": false,
                "md5_digest": "b5aac1ef2fed2d81afbe914415c8d72d",
                "packagetype": "bdist_wheel",
                "python_version": "py2.py3",
                "requires_python": null,
                "size": 83615,
                "upload_time": "2016-03-22T13:16:34",
                "url": "https://files.pythonhosted.org/packages/24/c0/f361ff93ef5da5ade19e0178eccb7ca2979ca067378a990e007b5f575892/klusta-3.0.dev1-py2.py3-none-any.whl"
            },
            {
                "comment_text": "",
                "digests": {
                    "md5": "9f8ec4aebfdbbba5e110b8b17cd93efa",
                    "sha256": "0153635db2f5f86d515b602bcc1006d2de594b225eddfc310242b39759ea8a3e"
                },
                "downloads": -1,
                "filename": "klusta-3.0.dev1.tar.gz",
                "has_sig": false,
                "md5_digest": "9f8ec4aebfdbbba5e110b8b17cd93efa",
                "packagetype": "sdist",
                "python_version": "source",
                "requires_python": null,
                "size": 68172,
                "upload_time": "2016-03-22T13:16:45",
                "url": "https://files.pythonhosted.org/packages/a0/3a/5d10455525a379c41279ea81c47e1808ea4d175761775b0ce5288a9087d3/klusta-3.0.dev1.tar.gz"
            }
        ],
        "3.0.dev2": [
            {
                "comment_text": "",
                "digests": {
                    "md5": "c71804f9eb48c90312ad69ba27cb5e13",
                    "sha256": "10854ffec1503672b8cfc86bd78aed89e4af401c99fe77de6dd2cbc3094515b6"
                },
                "downloads": -1,
                "filename": "klusta-3.0.dev2-py2.py3-none-any.whl",
                "has_sig": false,
                "md5_digest": "c71804f9eb48c90312ad69ba27cb5e13",
                "packagetype": "bdist_wheel",
                "python_version": "py2.py3",
                "requires_python": null,
                "size": 84500,
                "upload_time": "2016-03-22T14:54:35",
                "url": "https://files.pythonhosted.org/packages/6b/4f/1b20864f2b181c4000aa08f5aa5b5e2663e592df514f037f95c3de51f451/klusta-3.0.dev2-py2.py3-none-any.whl"
            },
            {
                "comment_text": "",
                "digests": {
                    "md5": "e75039ee0360e704cba522107ebfdaae",
                    "sha256": "12b1e4b65776a3e7441a0b87a7c6c3f4c2c539d65529e39cfa972f7634caca4e"
                },
                "downloads": -1,
                "filename": "klusta-3.0.dev2.tar.gz",
                "has_sig": false,
                "md5_digest": "e75039ee0360e704cba522107ebfdaae",
                "packagetype": "sdist",
                "python_version": "source",
                "requires_python": null,
                "size": 69007,
                "upload_time": "2016-03-22T14:54:48",
                "url": "https://files.pythonhosted.org/packages/43/73/2b066efbfa1c25f802e8deb441b95c868f71770e2a425ed4c6b028ec379b/klusta-3.0.dev2.tar.gz"
            }
        ]
    },
    "urls": [
        {
            "comment_text": "",
            "digests": {
                "md5": "663b6055f3c9ad5bbdf4edf7417342f6",
                "sha256": "c77036fa0c4acdca9c2b1399ec3a3e9c069520f7d20a1b4107534221f7856ac4"
            },
            "downloads": -1,
            "filename": "klusta-3.0.16-py2.py3-none-any.whl",
            "has_sig": false,
            "md5_digest": "663b6055f3c9ad5bbdf4edf7417342f6",
            "packagetype": "bdist_wheel",
            "python_version": "py2.py3",
            "requires_python": null,
            "size": 87628,
            "upload_time": "2017-02-21T12:45:06",
            "url": "https://files.pythonhosted.org/packages/2e/bf/b852cb55a6bd1d500afc1350710e909384fabda95b3264d6a267db642ee8/klusta-3.0.16-py2.py3-none-any.whl"
        },
        {
            "comment_text": "",
            "digests": {
                "md5": "592641723844a40719ce7d987deaff74",
                "sha256": "544e7c68467206198a9896910060f74ea73a6278447e2606d4a02cce80f041a1"
            },
            "downloads": -1,
            "filename": "klusta-3.0.16.tar.gz",
            "has_sig": false,
            "md5_digest": "592641723844a40719ce7d987deaff74",
            "packagetype": "sdist",
            "python_version": "source",
            "requires_python": null,
            "size": 69775,
            "upload_time": "2017-02-21T12:45:08",
            "url": "https://files.pythonhosted.org/packages/46/d7/52ef7083c56d1bf1bf9d65c709f43c8802c45d7f5373182ddea367df2c4b/klusta-3.0.16.tar.gz"
        }
    ]
}