{
    "info": {
        "author": "Rafael Carrascosa, Daniel Moisset, Javier Mansilla",
        "author_email": "rcarrascosa@machinalis.com",
        "bugtrack_url": null,
        "classifiers": [
            "Development Status :: 4 - Beta",
            "Intended Audience :: Developers",
            "License :: OSI Approved :: BSD License",
            "Operating System :: OS Independent",
            "Programming Language :: Python",
            "Programming Language :: Python :: 2",
            "Programming Language :: Python :: 2.7",
            "Programming Language :: Python :: 3",
            "Programming Language :: Python :: 3.3",
            "Topic :: Scientific/Engineering",
            "Topic :: Scientific/Engineering :: Artificial Intelligence",
            "Topic :: Software Development :: Libraries",
            "Topic :: Software Development :: Testing"
        ],
        "description": "Feature Forge\n=============\n\nThis library provides a set of tools that can be useful in many machine\nlearning applications (classification, clustering, regression, etc.), and\nparticularly helpful if you use scikit-learn (although this can work if\nyou have a different algorithm).\n\nMost machine learning problems involve an step of feature definition and\npreprocessing. Feature Forge helps you with:\n\n * Defining and documenting features\n * Testing your features against specified cases and against randomly generated\n   cases (stress-testing). This helps you making your application more robust\n   against invalid/misformatted input data. This also helps you checking that\n   low-relevance results when doing feature analysis is actually because the\n   feature is bad, and not because there's a slight bug in your feature code.\n * Evaluating your features on a data set, producing a feature evaluation\n   matrix. The evaluator has a robust mode that allows you some tolerance both\n   for invalid data and buggy features.\n * Experimentation: running, registering, classifying and reproducing\n   experiments for determining best settings for your problems.\n\nInstallation\n------------\n\nJust `pip install featureforge`.\n\nDocumentation\n-------------\n\nDocumentation is available at http://feature-forge.readthedocs.org/en/latest/\n\nContact information\n-------------------\n\nFeature Forge is \u00a9 2014 Machinalis (http://www.machinalis.com/). Its primary\nauthors are:\n\n * Javier Mansilla <jmansilla@machinalis.com> (jmansilla at github)\n * Daniel Moisset <dmoisset@machinalis.com> (dmoisset at github)\n * Rafael Carrascosa <rcarrascosa@machinalis.com> (rafacarrascosa at github)\n\nAny contributions or suggestions are welcome, the official channel for this is\nsubmitting github pull requests or issues.\n\nChangelog\n---------\n0.1.6:\n    - Bug fixes related to sparse matrices.\n    - Small documentation improvements.\n    - Reduced default logging verbosity.\n\n0.1.5:\n    - Using sparse numpy matrices by default.\n\n0.1.4:\n    - Discarded the need of using forked version of Schema library.\n\n0.1.3:\n    - Added support for running and generating stats for experiments\n\n0.1.2:\n    - Fixing installer dependencies\n\n0.1.1:\n    - Added support for python 3\n    - Added support for bag-of-words features\n\n0.1:\n    - Initial release",
        "description_content_type": null,
        "docs_url": null,
        "download_url": null,
        "downloads": {
            "last_day": -1,
            "last_month": -1,
            "last_week": -1
        },
        "home_page": "https://github.com/machinalis/featureforge",
        "keywords": "machine learning,scikit,scikit-learn,sklearn,features,testing,vectorization,preprocessing",
        "license": null,
        "maintainer": null,
        "maintainer_email": null,
        "name": "featureforge",
        "package_url": "https://pypi.org/project/featureforge/",
        "platform": "UNKNOWN",
        "project_url": "https://pypi.org/project/featureforge/",
        "project_urls": {
            "Homepage": "https://github.com/machinalis/featureforge"
        },
        "release_url": "https://pypi.org/project/featureforge/0.1.6/",
        "requires_dist": null,
        "requires_python": null,
        "summary": "A library to build and test machine learning features",
        "version": "0.1.6"
    },
    "last_serial": 1593198,
    "releases": {
        "0.1": [
            {
                "comment_text": "",
                "digests": {
                    "md5": "83697422bcf7cdea2762297181ddf5dc",
                    "sha256": "87d104f54c1048b3906bda296cdb7be8d488b61f9e7c8d8cb8319e2a3db0a690"
                },
                "downloads": -1,
                "filename": "featureforge-0.1.tar.gz",
                "has_sig": false,
                "md5_digest": "83697422bcf7cdea2762297181ddf5dc",
                "packagetype": "sdist",
                "python_version": "source",
                "requires_python": null,
                "size": 29602,
                "upload_time": "2014-03-27T15:31:25",
                "url": "https://files.pythonhosted.org/packages/da/02/61ad81d5646aa7ce9aa35627e9c25108872f230eaf386a49c26f30b4e38b/featureforge-0.1.tar.gz"
            }
        ],
        "0.1.1": [
            {
                "comment_text": "",
                "digests": {
                    "md5": "951b444f7b84f5b66ec1dec138ec58e4",
                    "sha256": "bdb3229dff7562eddcf863266f6b54dd5ad15c0544abbf54804a25b1c3455fda"
                },
                "downloads": -1,
                "filename": "featureforge-0.1.1.tar.gz",
                "has_sig": false,
                "md5_digest": "951b444f7b84f5b66ec1dec138ec58e4",
                "packagetype": "sdist",
                "python_version": "source",
                "requires_python": null,
                "size": 32373,
                "upload_time": "2014-04-09T18:05:12",
                "url": "https://files.pythonhosted.org/packages/52/ae/38cc83f4100c6ea91304a13fd62a8ccb6c918efdacdde64976bc8654becb/featureforge-0.1.1.tar.gz"
            }
        ],
        "0.1.2": [
            {
                "comment_text": "",
                "digests": {
                    "md5": "6c4298bd971ed9baae9fca8cf9999ae0",
                    "sha256": "4e4d1d56e117c2f2864736757f0fac932cd1105c9ec76e6966d7ee9a6f55db85"
                },
                "downloads": -1,
                "filename": "featureforge-0.1.2.tar.gz",
                "has_sig": false,
                "md5_digest": "6c4298bd971ed9baae9fca8cf9999ae0",
                "packagetype": "sdist",
                "python_version": "source",
                "requires_python": null,
                "size": 32444,
                "upload_time": "2014-04-15T17:45:08",
                "url": "https://files.pythonhosted.org/packages/18/42/ef5e71babbb7ef0ef76794ae1b2d9329c54e19827dbdd568827f1c90af60/featureforge-0.1.2.tar.gz"
            }
        ],
        "0.1.3": [
            {
                "comment_text": "",
                "digests": {
                    "md5": "4f40292a0558b02c28f234b730ecb22e",
                    "sha256": "26577faed92eddc0d76b83cfb468ddbc2edcaee1d0846a1498e594e1e7c6c7b1"
                },
                "downloads": -1,
                "filename": "featureforge-0.1.3.tar.gz",
                "has_sig": false,
                "md5_digest": "4f40292a0558b02c28f234b730ecb22e",
                "packagetype": "sdist",
                "python_version": "source",
                "requires_python": null,
                "size": 38903,
                "upload_time": "2014-04-28T19:11:07",
                "url": "https://files.pythonhosted.org/packages/a4/23/dc0c8ab663aaacc86691b98b9a44c2c56962424f89a1a7d9a10f91953f1e/featureforge-0.1.3.tar.gz"
            }
        ],
        "0.1.4": [
            {
                "comment_text": "",
                "digests": {
                    "md5": "0cf2fbe71c7105ae992a7d203fe85ebf",
                    "sha256": "87b445bb401aca1537c254e79fb129f43c6d0361f0e77a10bd2e5d2fc5e6530b"
                },
                "downloads": -1,
                "filename": "featureforge-0.1.4.tar.gz",
                "has_sig": false,
                "md5_digest": "0cf2fbe71c7105ae992a7d203fe85ebf",
                "packagetype": "sdist",
                "python_version": "source",
                "requires_python": null,
                "size": 38839,
                "upload_time": "2014-04-29T14:15:56",
                "url": "https://files.pythonhosted.org/packages/ed/10/3f0e30fbd25fe1622efb36f12b491f48755ebf97be30c425d011c63d9322/featureforge-0.1.4.tar.gz"
            }
        ],
        "0.1.5": [
            {
                "comment_text": "",
                "digests": {
                    "md5": "3a09f50ff33a88fd32faf3d8659ea823",
                    "sha256": "a980ba7bf5be2738bf415564937605fa8e6005517b11811ccaa4bf0cc7091010"
                },
                "downloads": -1,
                "filename": "featureforge-0.1.5.tar.gz",
                "has_sig": false,
                "md5_digest": "3a09f50ff33a88fd32faf3d8659ea823",
                "packagetype": "sdist",
                "python_version": "source",
                "requires_python": null,
                "size": 39109,
                "upload_time": "2014-04-30T15:11:35",
                "url": "https://files.pythonhosted.org/packages/68/20/dc20753d704557fb2ee6ad8404b888bd3cb5a77f5fafa87f4e27cabe8879/featureforge-0.1.5.tar.gz"
            }
        ],
        "0.1.6": [
            {
                "comment_text": "",
                "digests": {
                    "md5": "d4545366da1a919268f316b12970bd6a",
                    "sha256": "8a91bb84080ea8ea84bd25ee43d70d27d1a60586fe4577a87f4bf15f9f313201"
                },
                "downloads": -1,
                "filename": "featureforge-0.1.6.tar.gz",
                "has_sig": false,
                "md5_digest": "d4545366da1a919268f316b12970bd6a",
                "packagetype": "sdist",
                "python_version": "source",
                "requires_python": null,
                "size": 39233,
                "upload_time": "2015-06-15T19:02:43",
                "url": "https://files.pythonhosted.org/packages/67/cb/d081c130e4f064ab0e74c78d84f984053391bdf2fea1d48a8b015ad59c12/featureforge-0.1.6.tar.gz"
            }
        ]
    },
    "urls": [
        {
            "comment_text": "",
            "digests": {
                "md5": "d4545366da1a919268f316b12970bd6a",
                "sha256": "8a91bb84080ea8ea84bd25ee43d70d27d1a60586fe4577a87f4bf15f9f313201"
            },
            "downloads": -1,
            "filename": "featureforge-0.1.6.tar.gz",
            "has_sig": false,
            "md5_digest": "d4545366da1a919268f316b12970bd6a",
            "packagetype": "sdist",
            "python_version": "source",
            "requires_python": null,
            "size": 39233,
            "upload_time": "2015-06-15T19:02:43",
            "url": "https://files.pythonhosted.org/packages/67/cb/d081c130e4f064ab0e74c78d84f984053391bdf2fea1d48a8b015ad59c12/featureforge-0.1.6.tar.gz"
        }
    ]
}