{
    "info": {
        "author": "chenghaomou",
        "author_email": "chengham@isi.edu",
        "bugtrack_url": null,
        "classifiers": [
            "Development Status :: 4 - Beta",
            "Intended Audience :: Developers",
            "License :: OSI Approved :: MIT License",
            "Programming Language :: Python :: 3.7"
        ],
        "description": "# Dependencies\n\n```bash\nunidecode\nemoji\n*kenlm\nfuzzy\nscikit-learn\npyxdameraulevenshtein \npygtrie\nnumpy     \n```\n\n*Install kenlm wrapper from github:\n\n```bash\npip install https://github.com/kpu/kenlm/archive/master.zip\n```\n\n# Usage\n\n```python\n\n    # Load english dictionary\n    english_vocab = load_english_vocab(...)\n    english_vocab.update(load_english_vocab(...))\n    \n    # Load bilingual lexicon dictionary\n    foreign_dict = load_lexicon_norm(...)\n    \n    # Load target language model\n    lm = kenlm.Model(...)\n\n    # Train a ngram model if needed\n    # ngram_train(foreign_dict, 'hin-tfidf-ngram_algo')\n\n    # Ulf's romanizer\n    romanizer = partial(romanize,\n                        romanization_path=...,\n                        language_code=\"hin\")\n\n    soundex_inst = fuzzy.DMetaphone()\n    soundex_algo = lambda x: soundex_inst(x)[0].decode('utf-8') if soundex_inst(x)[0] is not None else x\n    english_encoded_vocab = {e: soundex_algo(e) for e in english_vocab if e}\n\n    # load the ngram model\n    ngram_algo = pickle.loads(open(..., \"rb\").read())\n\n    soundex_model = partial(soundex_similarity,\n                            encoded_english_vocab=english_encoded_vocab,\n                            romanizer=romanizer,\n                            soundex=soundex_algo)\n\n    lev_model = partial(lev_similarity, backup=soundex_model)\n    ngram_model = partial(ngram_similarity, model=ngram_algo, backup=lev_model)\n    final_model = partial(exact_similarity, backup=ngram_model)\n\n    for line in open(...):\n        source, target = line.strip('\\n').split('\\t')\n        oovs = extract_oov(target, source, english_vocab=english_vocab, romanization=True)\n        best, mods = translate_oov(target, oovs, foreign_dict, final_model, lm.score)\n\n        if best != target:\n\n            for oov in oovs:\n                alt = list(mods[oov].keys())[0]\n                trans = mods[oov][alt]\n                debug.debug(f\"{romanizer(oov)} -> {romanizer(alt)} : {list(trans)}\")\n\n            debug.debug(best)\n            debug.debug(\"*\"*100)\n```\n\nor \n\n```shell\npython -m elisa_patch --help\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/ChenghaoMou/elisa-patch",
        "keywords": "",
        "license": "",
        "maintainer": "",
        "maintainer_email": "",
        "name": "elisa-patch",
        "package_url": "https://pypi.org/project/elisa-patch/",
        "platform": "",
        "project_url": "https://pypi.org/project/elisa-patch/",
        "project_urls": {
            "Homepage": "https://github.com/ChenghaoMou/elisa-patch"
        },
        "release_url": "https://pypi.org/project/elisa-patch/0.3.7/",
        "requires_dist": null,
        "requires_python": "",
        "summary": "Dictionary incorporation for machine translation",
        "version": "0.3.7"
    },
    "last_serial": 5431993,
    "releases": {
        "0.2.3": [
            {
                "comment_text": "",
                "digests": {
                    "md5": "7d02771fe9ebe593036359a700956733",
                    "sha256": "f9d0361abaa7f7a9150e6862e1f57547f018d5328b7fac4c5dee3351ab5098f8"
                },
                "downloads": -1,
                "filename": "elisa-patch-0.2.3.tar.gz",
                "has_sig": false,
                "md5_digest": "7d02771fe9ebe593036359a700956733",
                "packagetype": "sdist",
                "python_version": "source",
                "requires_python": null,
                "size": 5305,
                "upload_time": "2019-06-07T01:21:34",
                "url": "https://files.pythonhosted.org/packages/0d/0a/3f2ae2cbc91e711a58ad03d5cc76f19bfae7b6d9e678bb23ae56d5d6f363/elisa-patch-0.2.3.tar.gz"
            }
        ],
        "0.2.4": [
            {
                "comment_text": "",
                "digests": {
                    "md5": "bbbb4c59b5023696aef7acfca5d6d560",
                    "sha256": "debe357f12c3c86873059571ca41a9c3d961511dc1fc2e2a3cd95064c5151d03"
                },
                "downloads": -1,
                "filename": "elisa-patch-0.2.4.tar.gz",
                "has_sig": false,
                "md5_digest": "bbbb4c59b5023696aef7acfca5d6d560",
                "packagetype": "sdist",
                "python_version": "source",
                "requires_python": null,
                "size": 6177,
                "upload_time": "2019-06-10T23:09:01",
                "url": "https://files.pythonhosted.org/packages/eb/b4/69feae065852bb69ff7c702d6843af118a2721669f6866bf118c384c7d91/elisa-patch-0.2.4.tar.gz"
            }
        ],
        "0.2.5": [
            {
                "comment_text": "",
                "digests": {
                    "md5": "4d362aa31eea44c51fb52ed556dc478b",
                    "sha256": "2011f44f729081b3106bfbc66c3c1d9643aa2d23af3e9629a2a9044fa2309f79"
                },
                "downloads": -1,
                "filename": "elisa-patch-0.2.5.tar.gz",
                "has_sig": false,
                "md5_digest": "4d362aa31eea44c51fb52ed556dc478b",
                "packagetype": "sdist",
                "python_version": "source",
                "requires_python": null,
                "size": 6175,
                "upload_time": "2019-06-10T23:11:44",
                "url": "https://files.pythonhosted.org/packages/18/1d/a61178dd3497f0cf17a758d2fba7c1d3d50bfdf8777260a9f78acd22051c/elisa-patch-0.2.5.tar.gz"
            }
        ],
        "0.2.6": [
            {
                "comment_text": "",
                "digests": {
                    "md5": "20be162fe36969a89d910a75a612914f",
                    "sha256": "33b3b5e765f84b45e0f8debcf730f1260b67300d389d9eb7cfe2ba38ca04ff6c"
                },
                "downloads": -1,
                "filename": "elisa-patch-0.2.6.tar.gz",
                "has_sig": false,
                "md5_digest": "20be162fe36969a89d910a75a612914f",
                "packagetype": "sdist",
                "python_version": "source",
                "requires_python": null,
                "size": 6229,
                "upload_time": "2019-06-10T23:49:27",
                "url": "https://files.pythonhosted.org/packages/a0/70/d0264f23c4b1af4ff2b390f571071d2f7cda25fb0c681846864540113249/elisa-patch-0.2.6.tar.gz"
            }
        ],
        "0.2.7": [
            {
                "comment_text": "",
                "digests": {
                    "md5": "b61cae0707e09845028e0e844a66b1d3",
                    "sha256": "6f1dc48df902adf782996ea23a9274ba59aec3adda7f53086d3f3ae2c792bab0"
                },
                "downloads": -1,
                "filename": "elisa-patch-0.2.7.tar.gz",
                "has_sig": false,
                "md5_digest": "b61cae0707e09845028e0e844a66b1d3",
                "packagetype": "sdist",
                "python_version": "source",
                "requires_python": null,
                "size": 6233,
                "upload_time": "2019-06-11T16:56:37",
                "url": "https://files.pythonhosted.org/packages/5d/3e/78b9a4e1fa5e51991fa1a3c61b5331b823f870e5fed47bb165171256c602/elisa-patch-0.2.7.tar.gz"
            }
        ],
        "0.2.8": [
            {
                "comment_text": "",
                "digests": {
                    "md5": "1f9990037d9b4191883a6bc6b5b8dcc2",
                    "sha256": "53b7d700c552c1aec83b87e3b39814dde73648a9cf2339f075c236e454755534"
                },
                "downloads": -1,
                "filename": "elisa-patch-0.2.8.tar.gz",
                "has_sig": false,
                "md5_digest": "1f9990037d9b4191883a6bc6b5b8dcc2",
                "packagetype": "sdist",
                "python_version": "source",
                "requires_python": null,
                "size": 6247,
                "upload_time": "2019-06-11T17:04:40",
                "url": "https://files.pythonhosted.org/packages/f1/a5/e85cf44bc03337d85576c5969e329d85d65ba2d6e0c9dab6357a21760a7c/elisa-patch-0.2.8.tar.gz"
            }
        ],
        "0.2.9": [
            {
                "comment_text": "",
                "digests": {
                    "md5": "a120a2603aebda0a79e10273b8fb19ef",
                    "sha256": "64934895f6012b37127bc4061547c121babb2be6d8783296ad8df47a9c161a0b"
                },
                "downloads": -1,
                "filename": "elisa-patch-0.2.9.tar.gz",
                "has_sig": false,
                "md5_digest": "a120a2603aebda0a79e10273b8fb19ef",
                "packagetype": "sdist",
                "python_version": "source",
                "requires_python": null,
                "size": 6244,
                "upload_time": "2019-06-11T17:07:35",
                "url": "https://files.pythonhosted.org/packages/a8/53/cf7def49923c1d0f9644774844d3a1aa276cf9f552091e7fe64bef902848/elisa-patch-0.2.9.tar.gz"
            }
        ],
        "0.3.0": [
            {
                "comment_text": "",
                "digests": {
                    "md5": "c52af045a87d723c21f8de30bacbf7d2",
                    "sha256": "7b2e81cda31e53c27eb340b61aedb4bb7ab1aa6d665ed2b0f81228307db679bb"
                },
                "downloads": -1,
                "filename": "elisa-patch-0.3.0.tar.gz",
                "has_sig": false,
                "md5_digest": "c52af045a87d723c21f8de30bacbf7d2",
                "packagetype": "sdist",
                "python_version": "source",
                "requires_python": null,
                "size": 6299,
                "upload_time": "2019-06-11T17:23:10",
                "url": "https://files.pythonhosted.org/packages/06/b3/1f9db56d6cd105cf3e5421280aaad6111f44f0664c2b04834e12a045353c/elisa-patch-0.3.0.tar.gz"
            }
        ],
        "0.3.1": [
            {
                "comment_text": "",
                "digests": {
                    "md5": "386ff32d23517003baa2c8cb850201ad",
                    "sha256": "af8fd408d029c3ddcb083715e5040f61b7d02d9125677e4ce8d71f8240992176"
                },
                "downloads": -1,
                "filename": "elisa-patch-0.3.1.tar.gz",
                "has_sig": false,
                "md5_digest": "386ff32d23517003baa2c8cb850201ad",
                "packagetype": "sdist",
                "python_version": "source",
                "requires_python": null,
                "size": 6587,
                "upload_time": "2019-06-14T17:32:20",
                "url": "https://files.pythonhosted.org/packages/49/c0/c3e1d064bedd8202b5cc9e78f4dff43c6226b27833990f231c924f280c08/elisa-patch-0.3.1.tar.gz"
            }
        ],
        "0.3.2": [
            {
                "comment_text": "",
                "digests": {
                    "md5": "61b0eff9d395244d4d6224cf8bcef95a",
                    "sha256": "4a8682cf285aa1993bb959b804bfd7ec6d8a2287b62c18ae59f80bc36cdcbddd"
                },
                "downloads": -1,
                "filename": "elisa-patch-0.3.2.tar.gz",
                "has_sig": false,
                "md5_digest": "61b0eff9d395244d4d6224cf8bcef95a",
                "packagetype": "sdist",
                "python_version": "source",
                "requires_python": null,
                "size": 6612,
                "upload_time": "2019-06-14T17:40:19",
                "url": "https://files.pythonhosted.org/packages/72/fd/b0bd5d3219bf086edfb23650d8fa08d425b7f81211ea5f3cabffd56d0393/elisa-patch-0.3.2.tar.gz"
            }
        ],
        "0.3.5": [
            {
                "comment_text": "",
                "digests": {
                    "md5": "5a802d41ce9cdd3330b22a81fa3cd84f",
                    "sha256": "ab94a1c2544cb09dfca1adcc02638994b7f9016b08e1e86aedb993f1dcd41cbf"
                },
                "downloads": -1,
                "filename": "elisa-patch-0.3.5.tar.gz",
                "has_sig": false,
                "md5_digest": "5a802d41ce9cdd3330b22a81fa3cd84f",
                "packagetype": "sdist",
                "python_version": "source",
                "requires_python": null,
                "size": 6634,
                "upload_time": "2019-06-21T17:19:37",
                "url": "https://files.pythonhosted.org/packages/0b/26/23e0bd11d8aea239a904b895d8b93220fc232cc51e097c196a9c51b57934/elisa-patch-0.3.5.tar.gz"
            }
        ],
        "0.3.7": [
            {
                "comment_text": "",
                "digests": {
                    "md5": "162b47e68bad3c88cc0968353d536330",
                    "sha256": "5e27cc7da606f4f2c17b70bca4647f2a2336e5bdd44ca24b13cc101c387c655d"
                },
                "downloads": -1,
                "filename": "elisa-patch-0.3.7.tar.gz",
                "has_sig": false,
                "md5_digest": "162b47e68bad3c88cc0968353d536330",
                "packagetype": "sdist",
                "python_version": "source",
                "requires_python": null,
                "size": 6630,
                "upload_time": "2019-06-21T17:27:00",
                "url": "https://files.pythonhosted.org/packages/8a/e1/29d93e1d6c9f65d90c3f8957e9168c923ea886297c1336474346df748178/elisa-patch-0.3.7.tar.gz"
            }
        ]
    },
    "urls": [
        {
            "comment_text": "",
            "digests": {
                "md5": "162b47e68bad3c88cc0968353d536330",
                "sha256": "5e27cc7da606f4f2c17b70bca4647f2a2336e5bdd44ca24b13cc101c387c655d"
            },
            "downloads": -1,
            "filename": "elisa-patch-0.3.7.tar.gz",
            "has_sig": false,
            "md5_digest": "162b47e68bad3c88cc0968353d536330",
            "packagetype": "sdist",
            "python_version": "source",
            "requires_python": null,
            "size": 6630,
            "upload_time": "2019-06-21T17:27:00",
            "url": "https://files.pythonhosted.org/packages/8a/e1/29d93e1d6c9f65d90c3f8957e9168c923ea886297c1336474346df748178/elisa-patch-0.3.7.tar.gz"
        }
    ]
}