{
    "info": {
        "author": "\u0141ukasz Augustyniak",
        "author_email": "luk.augustyniak@gmail.com",
        "bugtrack_url": null,
        "classifiers": [
            "Development Status :: 3 - Alpha",
            "Intended Audience :: Developers",
            "Intended Audience :: Education",
            "Intended Audience :: Science/Research",
            "License :: OSI Approved :: MIT License",
            "Programming Language :: Python :: 3.5",
            "Programming Language :: Python :: 3.6",
            "Topic :: Scientific/Engineering :: Artificial Intelligence",
            "Topic :: Scientific/Engineering :: Visualization"
        ],
        "description": "# Visualize embed of documents\n\n## Install requirements and spacy model\n\nYou could use `conda`\n\n`conda create --name embedisualization python=3.6`\n\n`source activate embedisualization`\n\n`pip install -r requirements.txt`\n\n`python -m spacy download en_vectors_web_lg`\n\nThis spacy model (en_vectors_web_lg)[https://spacy.io/models/en#en_vectors_web_lg] is quite heavy (631MB)\n\n## Install embedisualization lib\n\n`pip install embedisualization`\n\n## Example\n\nTo run exemplary visualisation go to `examples` directory and run\n\n`python sample_text_vis.py`\n\nIt will take minute or two to generate embeddings and create 2D vis. The new webpage with D3 visualisation will be presented.\n\n![Sample of Trump's Tweets Embedisualized](https://raw.githubusercontent.com/laugustyniak/embedisualization/master/examples/trump.gif)\n\n\n",
        "description_content_type": "text/markdown",
        "docs_url": null,
        "download_url": "",
        "downloads": {
            "last_day": -1,
            "last_month": -1,
            "last_week": -1
        },
        "home_page": "https://github.com/laugustyniak/embedisualization",
        "keywords": "word_embeddings clustering word_vectorization visualisation",
        "license": "",
        "maintainer": "",
        "maintainer_email": "",
        "name": "embedisualization",
        "package_url": "https://pypi.org/project/embedisualization/",
        "platform": "",
        "project_url": "https://pypi.org/project/embedisualization/",
        "project_urls": {
            "Homepage": "https://github.com/laugustyniak/embedisualization"
        },
        "release_url": "https://pypi.org/project/embedisualization/0.4/",
        "requires_dist": [
            "matplotlib (==2.1.0)",
            "more-itertools (==4.1.0)",
            "mpld3 (==0.3)",
            "pandas (==0.20.3)",
            "scikit-learn (==0.19.1)",
            "scipy (==1.0.1)",
            "spacy (==2.0.10)",
            "check-manifest; extra == 'dev'",
            "coverage; extra == 'test'"
        ],
        "requires_python": "",
        "summary": "Visualization of text embeddings/vectorization with clustering",
        "version": "0.4"
    },
    "last_serial": 3846700,
    "releases": {
        "0.1": [
            {
                "comment_text": "",
                "digests": {
                    "md5": "f9c434e8d6e7fe356634deb7075c327b",
                    "sha256": "2a9952f0525b4bdc0bca0e7f2a6bfba861c99b3a6f6910245cd4e3e4ab397133"
                },
                "downloads": -1,
                "filename": "embedisualization-0.1-py3-none-any.whl",
                "has_sig": false,
                "md5_digest": "f9c434e8d6e7fe356634deb7075c327b",
                "packagetype": "bdist_wheel",
                "python_version": "py3",
                "requires_python": null,
                "size": 5064,
                "upload_time": "2018-05-06T11:28:10",
                "url": "https://files.pythonhosted.org/packages/4f/fc/8cd0a691bd6031544c1d4b3ed86333f6cc45d541d57dbd4e9aac604a9238/embedisualization-0.1-py3-none-any.whl"
            },
            {
                "comment_text": "",
                "digests": {
                    "md5": "c26067640df97119d6b8d22e0bebb4dd",
                    "sha256": "e97642e097b941a377dc0f4dda9d8581989508f4fc12b60309be683500484ddf"
                },
                "downloads": -1,
                "filename": "embedisualization-0.1.tar.gz",
                "has_sig": false,
                "md5_digest": "c26067640df97119d6b8d22e0bebb4dd",
                "packagetype": "sdist",
                "python_version": "source",
                "requires_python": null,
                "size": 4703,
                "upload_time": "2018-05-06T11:28:12",
                "url": "https://files.pythonhosted.org/packages/32/ee/c71dd9dbb03854bbe4972f0f6e0082b5919e06c1159f40a6ef98323bd2cb/embedisualization-0.1.tar.gz"
            }
        ],
        "0.2": [
            {
                "comment_text": "",
                "digests": {
                    "md5": "f6d76828c398efc3815b84784e55a37e",
                    "sha256": "9e7ee080ea657d7a8f303f5e7175bdaa5382fa5fde332acb49bd578460f379d0"
                },
                "downloads": -1,
                "filename": "embedisualization-0.2-py3-none-any.whl",
                "has_sig": false,
                "md5_digest": "f6d76828c398efc3815b84784e55a37e",
                "packagetype": "bdist_wheel",
                "python_version": "py3",
                "requires_python": null,
                "size": 5148,
                "upload_time": "2018-05-06T11:49:13",
                "url": "https://files.pythonhosted.org/packages/54/39/e1d001f92043c1031aa4aaeddb214743aa890ebfdd0c7c0f2f25c170375a/embedisualization-0.2-py3-none-any.whl"
            },
            {
                "comment_text": "",
                "digests": {
                    "md5": "811665f772b90135d21b98a29ddb2af7",
                    "sha256": "90b6e5ce1e93d03656fc36accb07bf624d073a02a19520527d30df0d2eee01c4"
                },
                "downloads": -1,
                "filename": "embedisualization-0.2.tar.gz",
                "has_sig": false,
                "md5_digest": "811665f772b90135d21b98a29ddb2af7",
                "packagetype": "sdist",
                "python_version": "source",
                "requires_python": null,
                "size": 4529,
                "upload_time": "2018-05-06T11:49:15",
                "url": "https://files.pythonhosted.org/packages/85/f6/8c2553da301275366a694788c2dc95dec279b4704bf0dc2fbdc05ed2d1f7/embedisualization-0.2.tar.gz"
            }
        ],
        "0.3": [
            {
                "comment_text": "",
                "digests": {
                    "md5": "57e0df056a4aa67d3cdd24ec7e7123fe",
                    "sha256": "c374fc86d9aff8dc173f3d53e9ad5a2bf44684f0f79fba0eca2d2d2a87f839e1"
                },
                "downloads": -1,
                "filename": "embedisualization-0.3-py3-none-any.whl",
                "has_sig": false,
                "md5_digest": "57e0df056a4aa67d3cdd24ec7e7123fe",
                "packagetype": "bdist_wheel",
                "python_version": "py3",
                "requires_python": null,
                "size": 4748,
                "upload_time": "2018-05-08T23:39:47",
                "url": "https://files.pythonhosted.org/packages/99/8a/fc080cbe349994e5491af62a196b823217582a1039824535e34bed2d566a/embedisualization-0.3-py3-none-any.whl"
            },
            {
                "comment_text": "",
                "digests": {
                    "md5": "0681385d78e21dbbe99f7c8066386bf1",
                    "sha256": "be5e153f69e9cf5bc87b79eaba1fca78d85794757aac2604a75620beb1f30dba"
                },
                "downloads": -1,
                "filename": "embedisualization-0.3.tar.gz",
                "has_sig": false,
                "md5_digest": "0681385d78e21dbbe99f7c8066386bf1",
                "packagetype": "sdist",
                "python_version": "source",
                "requires_python": null,
                "size": 4287,
                "upload_time": "2018-05-08T23:39:48",
                "url": "https://files.pythonhosted.org/packages/02/12/d4e0318db7208eef4c4232a86e47f382bb54c9e494bfc9fc6d3b6faa80cf/embedisualization-0.3.tar.gz"
            }
        ],
        "0.4": [
            {
                "comment_text": "",
                "digests": {
                    "md5": "236ce0b3b7b4b6ac3d33b84ce0c87bc0",
                    "sha256": "ee3529e1b038f304e38536c649d878a7d45443fb75369ed21f1f6f96fb4de0d2"
                },
                "downloads": -1,
                "filename": "embedisualization-0.4-py3-none-any.whl",
                "has_sig": false,
                "md5_digest": "236ce0b3b7b4b6ac3d33b84ce0c87bc0",
                "packagetype": "bdist_wheel",
                "python_version": "py3",
                "requires_python": null,
                "size": 4797,
                "upload_time": "2018-05-09T08:03:59",
                "url": "https://files.pythonhosted.org/packages/62/94/9ef7f039e6723b5f87a62c2f47ce1cbdb57b518c2f450f21b6bcb97822c0/embedisualization-0.4-py3-none-any.whl"
            },
            {
                "comment_text": "",
                "digests": {
                    "md5": "7362d6c7aa3c6741c47fdc6ff07c079f",
                    "sha256": "933a710e49364217c83f3203acf23a000745f24bf6b9dfaadf0b08e12ce1a9a5"
                },
                "downloads": -1,
                "filename": "embedisualization-0.4.tar.gz",
                "has_sig": false,
                "md5_digest": "7362d6c7aa3c6741c47fdc6ff07c079f",
                "packagetype": "sdist",
                "python_version": "source",
                "requires_python": null,
                "size": 4343,
                "upload_time": "2018-05-09T08:04:01",
                "url": "https://files.pythonhosted.org/packages/a1/87/fce787d5949a9038f96fad1ad45a78e46ec4c64f5345c6fb7aad29651d6c/embedisualization-0.4.tar.gz"
            }
        ]
    },
    "urls": [
        {
            "comment_text": "",
            "digests": {
                "md5": "236ce0b3b7b4b6ac3d33b84ce0c87bc0",
                "sha256": "ee3529e1b038f304e38536c649d878a7d45443fb75369ed21f1f6f96fb4de0d2"
            },
            "downloads": -1,
            "filename": "embedisualization-0.4-py3-none-any.whl",
            "has_sig": false,
            "md5_digest": "236ce0b3b7b4b6ac3d33b84ce0c87bc0",
            "packagetype": "bdist_wheel",
            "python_version": "py3",
            "requires_python": null,
            "size": 4797,
            "upload_time": "2018-05-09T08:03:59",
            "url": "https://files.pythonhosted.org/packages/62/94/9ef7f039e6723b5f87a62c2f47ce1cbdb57b518c2f450f21b6bcb97822c0/embedisualization-0.4-py3-none-any.whl"
        },
        {
            "comment_text": "",
            "digests": {
                "md5": "7362d6c7aa3c6741c47fdc6ff07c079f",
                "sha256": "933a710e49364217c83f3203acf23a000745f24bf6b9dfaadf0b08e12ce1a9a5"
            },
            "downloads": -1,
            "filename": "embedisualization-0.4.tar.gz",
            "has_sig": false,
            "md5_digest": "7362d6c7aa3c6741c47fdc6ff07c079f",
            "packagetype": "sdist",
            "python_version": "source",
            "requires_python": null,
            "size": 4343,
            "upload_time": "2018-05-09T08:04:01",
            "url": "https://files.pythonhosted.org/packages/a1/87/fce787d5949a9038f96fad1ad45a78e46ec4c64f5345c6fb7aad29651d6c/embedisualization-0.4.tar.gz"
        }
    ]
}