{
    "info": {
        "author": "Terence Parr, Kerem Turgutlu",
        "author_email": "parrt@antlr.org, kcturgutlu@dons.usfca.edu",
        "bugtrack_url": null,
        "classifiers": [
            "Intended Audience :: Developers",
            "License :: OSI Approved :: MIT License"
        ],
        "description": "A library that provides feature importances, based upon\nthe permutation importance strategy, for general scikit-learn\nmodels and implementations specifically for random forest out-of-bag scores.\nBuilt by Terence Parr and Kerem Turgutlu.\nSee <a href=\"http://explained.ai/rf-importance/index.html\">Beware Default\nRandom Forest Importances</a> for a deeper discussion of the issues surrounding\nfeature importances in random forests.\n",
        "description_content_type": "",
        "docs_url": null,
        "download_url": "",
        "downloads": {
            "last_day": -1,
            "last_month": -1,
            "last_week": -1
        },
        "home_page": "https://github.com/parrt/random-forest-importances",
        "keywords": "scikit-learn random forest feature permutation importances",
        "license": "MIT",
        "maintainer": "",
        "maintainer_email": "",
        "name": "rfpimp",
        "package_url": "https://pypi.org/project/rfpimp/",
        "platform": "",
        "project_url": "https://pypi.org/project/rfpimp/",
        "project_urls": {
            "Homepage": "https://github.com/parrt/random-forest-importances"
        },
        "release_url": "https://pypi.org/project/rfpimp/1.3.4/",
        "requires_dist": null,
        "requires_python": "",
        "summary": "Permutation and drop-column importance for scikit-learn random forests and other models",
        "version": "1.3.4"
    },
    "last_serial": 5197491,
    "releases": {
        "1.0": [
            {
                "comment_text": "",
                "digests": {
                    "md5": "9e1b7f2080382023530544c82589dfd4",
                    "sha256": "7e2c60931fb1b0f9d07e231651b348be25c80d10075f6e6e5a50064be6135bd4"
                },
                "downloads": -1,
                "filename": "rfpimp-1.0.tar.gz",
                "has_sig": false,
                "md5_digest": "9e1b7f2080382023530544c82589dfd4",
                "packagetype": "sdist",
                "python_version": "source",
                "requires_python": null,
                "size": 4250,
                "upload_time": "2018-03-26T17:23:44",
                "url": "https://files.pythonhosted.org/packages/c4/58/0ce5126a15a54a370aa13a26b3c88522e1ffc83c3dc5bfc498480680bbfe/rfpimp-1.0.tar.gz"
            }
        ],
        "1.0.1": [
            {
                "comment_text": "",
                "digests": {
                    "md5": "7ed9885266bc6bd259e24ac7b6a4a1e9",
                    "sha256": "065f18d8efd59913440a14a9bddec2b071bb7de37aeaf0cc161614e279787b9c"
                },
                "downloads": -1,
                "filename": "rfpimp-1.0.1.tar.gz",
                "has_sig": false,
                "md5_digest": "7ed9885266bc6bd259e24ac7b6a4a1e9",
                "packagetype": "sdist",
                "python_version": "source",
                "requires_python": null,
                "size": 4340,
                "upload_time": "2018-03-26T20:00:06",
                "url": "https://files.pythonhosted.org/packages/1f/b1/5ebf98f73daea6239dcd8ad2427614d688d5fda06f6b5acf64dbd8e1d0ab/rfpimp-1.0.1.tar.gz"
            }
        ],
        "1.0.2": [
            {
                "comment_text": "",
                "digests": {
                    "md5": "387ca3ab89d6aac70c87df3dbf9113f7",
                    "sha256": "75a9324982f0cea80fb5e698abba98a7c64c1061fb259de564f830000c111f88"
                },
                "downloads": -1,
                "filename": "rfpimp-1.0.2.tar.gz",
                "has_sig": false,
                "md5_digest": "387ca3ab89d6aac70c87df3dbf9113f7",
                "packagetype": "sdist",
                "python_version": "source",
                "requires_python": null,
                "size": 3145,
                "upload_time": "2018-03-28T20:20:17",
                "url": "https://files.pythonhosted.org/packages/23/2f/af48ad6ed138f692a9572e01d455c7e469d63ba07381a5ccdfb01e74f07b/rfpimp-1.0.2.tar.gz"
            }
        ],
        "1.0.3": [
            {
                "comment_text": "",
                "digests": {
                    "md5": "eea097942b68aef8ac2c9f59a1cb2a1e",
                    "sha256": "794a0cb189204e99278f1fc9f86692370e7198cb08b7715d53e1f265420dc5b8"
                },
                "downloads": -1,
                "filename": "rfpimp-1.0.3.tar.gz",
                "has_sig": false,
                "md5_digest": "eea097942b68aef8ac2c9f59a1cb2a1e",
                "packagetype": "sdist",
                "python_version": "source",
                "requires_python": null,
                "size": 3222,
                "upload_time": "2018-03-28T20:29:12",
                "url": "https://files.pythonhosted.org/packages/f5/b7/0bc6edd98bad07c6233714c5f6ea90883666c9224690b363ee675f218a5f/rfpimp-1.0.3.tar.gz"
            }
        ],
        "1.0.4": [
            {
                "comment_text": "",
                "digests": {
                    "md5": "717d0845880d140fa46f71784ae042e5",
                    "sha256": "b40f8118c8d685267ede995a47ea561b8ad3c0028ea5b985728058b5f05b6704"
                },
                "downloads": -1,
                "filename": "rfpimp-1.0.4.tar.gz",
                "has_sig": false,
                "md5_digest": "717d0845880d140fa46f71784ae042e5",
                "packagetype": "sdist",
                "python_version": "source",
                "requires_python": null,
                "size": 3123,
                "upload_time": "2018-03-29T18:18:20",
                "url": "https://files.pythonhosted.org/packages/94/f3/045fecddbff3db62ecd3a59d2013f4206061327bdd6304574238f2c30091/rfpimp-1.0.4.tar.gz"
            }
        ],
        "1.0.5": [
            {
                "comment_text": "",
                "digests": {
                    "md5": "4ea82628d8bc70af7956f18fe17313f2",
                    "sha256": "5ade47e82632cafc8dc6818f94b12c68982dd200ed8a96053c91bbda7d676950"
                },
                "downloads": -1,
                "filename": "rfpimp-1.0.5.tar.gz",
                "has_sig": false,
                "md5_digest": "4ea82628d8bc70af7956f18fe17313f2",
                "packagetype": "sdist",
                "python_version": "source",
                "requires_python": null,
                "size": 4628,
                "upload_time": "2018-03-29T18:20:25",
                "url": "https://files.pythonhosted.org/packages/e1/5f/6abff85125da861ad838eaa71874aa1f1323f043f31ec9440b9f34459d26/rfpimp-1.0.5.tar.gz"
            }
        ],
        "1.0.6": [
            {
                "comment_text": "",
                "digests": {
                    "md5": "d2546cf9c2dbee028aeb8bfd784524c1",
                    "sha256": "98bd0c133cda7cb3fac814926a415aba007b71d70239466687580b1616497ef9"
                },
                "downloads": -1,
                "filename": "rfpimp-1.0.6.tar.gz",
                "has_sig": false,
                "md5_digest": "d2546cf9c2dbee028aeb8bfd784524c1",
                "packagetype": "sdist",
                "python_version": "source",
                "requires_python": null,
                "size": 5216,
                "upload_time": "2018-04-02T22:02:09",
                "url": "https://files.pythonhosted.org/packages/80/ec/5ada44428fce84a592455a7b9305cc1277414d8c5a17a4b196e04630c2c9/rfpimp-1.0.6.tar.gz"
            }
        ],
        "1.0.7": [
            {
                "comment_text": "",
                "digests": {
                    "md5": "705817d9363bf4d94fedf3ffb7842aff",
                    "sha256": "a76d51f8fbc7f40ccb918a15b4fc547506ca534833c2dba4e2d5bbecc55b5482"
                },
                "downloads": -1,
                "filename": "rfpimp-1.0.7.tar.gz",
                "has_sig": false,
                "md5_digest": "705817d9363bf4d94fedf3ffb7842aff",
                "packagetype": "sdist",
                "python_version": "source",
                "requires_python": null,
                "size": 4094,
                "upload_time": "2018-04-03T17:03:46",
                "url": "https://files.pythonhosted.org/packages/1a/d1/ac5b5b84e6e6efac665591746fcf1677e94abafc95abce7be7bb4fe8557a/rfpimp-1.0.7.tar.gz"
            }
        ],
        "1.0.8": [
            {
                "comment_text": "",
                "digests": {
                    "md5": "d4689a8268c142f91aaa1f03fd29c276",
                    "sha256": "e6781896dda7312102871040a0ebdafa34126341f6df26371f879d575274a493"
                },
                "downloads": -1,
                "filename": "rfpimp-1.0.8.tar.gz",
                "has_sig": false,
                "md5_digest": "d4689a8268c142f91aaa1f03fd29c276",
                "packagetype": "sdist",
                "python_version": "source",
                "requires_python": null,
                "size": 5555,
                "upload_time": "2018-04-04T21:08:08",
                "url": "https://files.pythonhosted.org/packages/bb/9b/c07e3b697557ac4bfb4af8dabb87d8779c0ca8668c003a23a2b605ebf8dc/rfpimp-1.0.8.tar.gz"
            }
        ],
        "1.0.9": [
            {
                "comment_text": "",
                "digests": {
                    "md5": "6b5c3d982ccb2462d97b668755a8bd07",
                    "sha256": "3c6caddd9d5f22cc7a52507530c1efb6a9e21002ef64c2efe6a2ae06ec80826b"
                },
                "downloads": -1,
                "filename": "rfpimp-1.0.9.tar.gz",
                "has_sig": false,
                "md5_digest": "6b5c3d982ccb2462d97b668755a8bd07",
                "packagetype": "sdist",
                "python_version": "source",
                "requires_python": null,
                "size": 4143,
                "upload_time": "2018-04-18T19:40:27",
                "url": "https://files.pythonhosted.org/packages/db/ba/9cd85a9a1f375984f383b0a0840b6e6c8bbec6f4ccef0938b27590526a2e/rfpimp-1.0.9.tar.gz"
            }
        ],
        "1.1": [
            {
                "comment_text": "",
                "digests": {
                    "md5": "3fb5359d6666fe6aae6e259acc9bed9e",
                    "sha256": "3e405f2ea090ddffc1c74ee48eef7d675bf89362379634850443c1b8fe2544f6"
                },
                "downloads": -1,
                "filename": "rfpimp-1.1.tar.gz",
                "has_sig": false,
                "md5_digest": "3fb5359d6666fe6aae6e259acc9bed9e",
                "packagetype": "sdist",
                "python_version": "source",
                "requires_python": null,
                "size": 5686,
                "upload_time": "2018-04-20T19:41:49",
                "url": "https://files.pythonhosted.org/packages/16/2a/f08890dde8c68b477d723b442ba1649509f22ed42890595479d5669acf24/rfpimp-1.1.tar.gz"
            }
        ],
        "1.1.1": [
            {
                "comment_text": "",
                "digests": {
                    "md5": "54aba1ab21e358c9e6ff5eb3f2bd9b9d",
                    "sha256": "b5a7d61040a18da8ad6d6625fb4769604a22569c25c8cbc4a37f6e3cdd7ac547"
                },
                "downloads": -1,
                "filename": "rfpimp-1.1.1.tar.gz",
                "has_sig": false,
                "md5_digest": "54aba1ab21e358c9e6ff5eb3f2bd9b9d",
                "packagetype": "sdist",
                "python_version": "source",
                "requires_python": null,
                "size": 5720,
                "upload_time": "2018-04-23T18:46:28",
                "url": "https://files.pythonhosted.org/packages/ed/6e/5ad57a640cac3a00946ca075d90d0bd95479bf151dcbec02045ca9289f57/rfpimp-1.1.1.tar.gz"
            }
        ],
        "1.2": [
            {
                "comment_text": "",
                "digests": {
                    "md5": "c884c931ecda820856400f64c8c29328",
                    "sha256": "4456c7b67ddaf2d732db0a2663e71370fdd95c8ab9b012a18abe0dae9d102a47"
                },
                "downloads": -1,
                "filename": "rfpimp-1.2.tar.gz",
                "has_sig": false,
                "md5_digest": "c884c931ecda820856400f64c8c29328",
                "packagetype": "sdist",
                "python_version": "source",
                "requires_python": null,
                "size": 8756,
                "upload_time": "2018-08-09T20:52:29",
                "url": "https://files.pythonhosted.org/packages/a5/db/c07a89d49fb22da83d1485dc76adebca39c5d760342750d58853315bd81a/rfpimp-1.2.tar.gz"
            }
        ],
        "1.2.1": [
            {
                "comment_text": "",
                "digests": {
                    "md5": "e10f38e1554b4994b3c995f9972f2fa5",
                    "sha256": "ba3b985732dabaed4955e19d88753f6924b4db3fc1e8fd674b6766ee9509bb85"
                },
                "downloads": -1,
                "filename": "rfpimp-1.2.1.tar.gz",
                "has_sig": false,
                "md5_digest": "e10f38e1554b4994b3c995f9972f2fa5",
                "packagetype": "sdist",
                "python_version": "source",
                "requires_python": null,
                "size": 9072,
                "upload_time": "2018-09-07T19:25:44",
                "url": "https://files.pythonhosted.org/packages/38/cf/8c5ebc4b67bd2885918d5954547b046ab2a4019ea0cd2b6204fb448aed66/rfpimp-1.2.1.tar.gz"
            }
        ],
        "1.2.2": [
            {
                "comment_text": "",
                "digests": {
                    "md5": "81cce3a5288e498fc62e22bad746bc42",
                    "sha256": "56ae40c952c2806a8a003c2558c92f46ca6cdb0594e4a385581e527938b8cf5c"
                },
                "downloads": -1,
                "filename": "rfpimp-1.2.2.tar.gz",
                "has_sig": false,
                "md5_digest": "81cce3a5288e498fc62e22bad746bc42",
                "packagetype": "sdist",
                "python_version": "source",
                "requires_python": null,
                "size": 9125,
                "upload_time": "2018-10-15T19:16:22",
                "url": "https://files.pythonhosted.org/packages/08/4c/e3276342682c4a239a47b6dde8491cff0826f6879d63d0a1cd87d581ddee/rfpimp-1.2.2.tar.gz"
            }
        ],
        "1.3": [
            {
                "comment_text": "",
                "digests": {
                    "md5": "69ef118037057d93a48a5d623294c2cb",
                    "sha256": "632eb388db97659f9def6e492ac309cacc7cca7e90600b87cc3e2576c5a04085"
                },
                "downloads": -1,
                "filename": "rfpimp-1.3.tar.gz",
                "has_sig": false,
                "md5_digest": "69ef118037057d93a48a5d623294c2cb",
                "packagetype": "sdist",
                "python_version": "source",
                "requires_python": null,
                "size": 11126,
                "upload_time": "2018-10-22T18:20:42",
                "url": "https://files.pythonhosted.org/packages/96/6b/a1952a0e16c066a5684cdba1543fb0cfb52a4221769e80235ddf4e7b4fca/rfpimp-1.3.tar.gz"
            }
        ],
        "1.3.2": [
            {
                "comment_text": "",
                "digests": {
                    "md5": "fbd4f6bef8803335db40c5af4a3b365e",
                    "sha256": "30ac120edacda616db6c3b1d2d2556c6a3c771643ab45d489da201c53ae97a91"
                },
                "downloads": -1,
                "filename": "rfpimp-1.3.2.tar.gz",
                "has_sig": false,
                "md5_digest": "fbd4f6bef8803335db40c5af4a3b365e",
                "packagetype": "sdist",
                "python_version": "source",
                "requires_python": null,
                "size": 9661,
                "upload_time": "2019-02-13T17:25:40",
                "url": "https://files.pythonhosted.org/packages/ae/75/a2034513d34bb156f3d6fba2ff2f513b29e48ab5eb5d25fe5a0212c3805d/rfpimp-1.3.2.tar.gz"
            }
        ],
        "1.3.3": [
            {
                "comment_text": "",
                "digests": {
                    "md5": "1c55e0f9973ab3c19391b0d8d8ca3cc5",
                    "sha256": "e4df2970cbb4d447564f3f1a24c43f17c643d82a9567cf40df47f593cc4c80ef"
                },
                "downloads": -1,
                "filename": "rfpimp-1.3.3.tar.gz",
                "has_sig": false,
                "md5_digest": "1c55e0f9973ab3c19391b0d8d8ca3cc5",
                "packagetype": "sdist",
                "python_version": "source",
                "requires_python": null,
                "size": 9983,
                "upload_time": "2019-03-12T04:10:15",
                "url": "https://files.pythonhosted.org/packages/b5/81/4ae5adf1ef03614698efd79e9e11565f845256be75a33c3d27615b5de305/rfpimp-1.3.3.tar.gz"
            }
        ],
        "1.3.4": [
            {
                "comment_text": "",
                "digests": {
                    "md5": "79def7424dc1f7616221139768c2af53",
                    "sha256": "68a1dc75202cbcd274789998fa45484b5dbf7a559567368ba9a98e38747ab0cf"
                },
                "downloads": -1,
                "filename": "rfpimp-1.3.4.tar.gz",
                "has_sig": false,
                "md5_digest": "79def7424dc1f7616221139768c2af53",
                "packagetype": "sdist",
                "python_version": "source",
                "requires_python": null,
                "size": 10082,
                "upload_time": "2019-04-27T19:27:23",
                "url": "https://files.pythonhosted.org/packages/2f/18/6cd65df0fc465332f1dd847ac236298974bd8b97daf0121744ed939600fd/rfpimp-1.3.4.tar.gz"
            }
        ]
    },
    "urls": [
        {
            "comment_text": "",
            "digests": {
                "md5": "79def7424dc1f7616221139768c2af53",
                "sha256": "68a1dc75202cbcd274789998fa45484b5dbf7a559567368ba9a98e38747ab0cf"
            },
            "downloads": -1,
            "filename": "rfpimp-1.3.4.tar.gz",
            "has_sig": false,
            "md5_digest": "79def7424dc1f7616221139768c2af53",
            "packagetype": "sdist",
            "python_version": "source",
            "requires_python": null,
            "size": 10082,
            "upload_time": "2019-04-27T19:27:23",
            "url": "https://files.pythonhosted.org/packages/2f/18/6cd65df0fc465332f1dd847ac236298974bd8b97daf0121744ed939600fd/rfpimp-1.3.4.tar.gz"
        }
    ]
}