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        "description": "# [SmoothNLP](http://www.smoothnlp.com)\n[![GitHub release](https://img.shields.io/badge/Version-0.2-green.svg)](https://github.com/zhangruinan/SmoothNLP/releases)\n****\t\n\n| Author | Email | \n| ----- | ------ | \n| Victor | zhangruinan@smoothnlp.com |\n| Yinjun | yinjun@smoothnlp.com |\n| \u6d77\u8707 | yuzhe_wang@smoothnlp.com | \n\n****\n\n\n### Install \u5b89\u88c5\n```shell\npip install smoothnlp>=0.2.16\n```\n\n\n#### 1.Tokenize\u5206\u8bcd\n```python\n>> import smoothnlp \n>> smoothnlp.segment('\u6b22\u8fce\u5728Python\u4e2d\u4f7f\u7528SmoothNLP')\n['\u6b22\u8fce', '\u5728', 'Python', '\u4e2d', '\u4f7f\u7528', 'SmoothNLP']\n```\n\n\n#### 2.Postag\u8bcd\u6027\u6807\u6ce8\n```python\n>> smoothnlp.postag('\u6b22\u8fce\u4f7f\u7528smoothnlp\u7684Python\u63a5\u53e3')\n[{'token': '\u6b22\u8fce', 'postag': 'VV'},\n {'token': '\u5728', 'postag': 'P'},\n {'token': 'Python', 'postag': 'NN'},\n {'token': '\u4e2d', 'postag': 'LC'},\n {'token': '\u4f7f\u7528', 'postag': 'VV'},\n {'token': 'SmoothNLP', 'postag': 'NN'}]\n```\n\n\n#### 3.NER \u5b9e\u4f53\u8bc6\u522b\n```python\n>> smoothnlp.ner(\"\u4e2d\u56fd\u5e73\u5b892019\u5e74\u5ea6\u957f\u671f\u670d\u52a1\u8ba1\u5212\u4e8e2019\u5e745\u67087\u65e5\u81f35\u670814\u65e5\u901a\u8fc7\u4e8c\u7ea7\u5e02\u573a\u5b8c\u6210\u8d2d\u80a1\" )\n[{'charStart': 0, 'charEnd': 4, 'text': '\u4e2d\u56fd\u5e73\u5b89', 'nerTag': 'COMPANY_NAME', 'sTokenList': {'1': {'token': '\u4e2d\u56fd\u5e73\u5b89', 'postag': None}}, 'normalizedEntityValue': '\u4e2d\u56fd\u5e73\u5b89'},\n{'charStart': 4, 'charEnd': 9, 'text': '2019\u5e74', 'nerTag': 'NUMBER', 'sTokenList': {'2': {'token': '2019\u5e74', 'postag': 'CD'}}, 'normalizedEntityValue': '2019\u5e74'},\n{'charStart': 17, 'charEnd': 26, 'text': '2019\u5e745\u67087\u65e5', 'nerTag': 'DATETIME', 'sTokenList': {'8': {'token': '2019\u5e745\u6708', 'postag': None}, '9': {'token': '7\u65e5', 'postag': None}}, 'normalizedEntityValue': '2019\u5e745\u67087\u65e5'},\n{'charStart': 27, 'charEnd': 32, 'text': '5\u670814\u65e5', 'nerTag': 'DATETIME', 'sTokenList': {'11': {'token': '5\u6708', 'postag': None}, '12': {'token': '14\u65e5', 'postag': None}}, 'normalizedEntityValue': '5\u670814\u65e5'}]\n```\n\n\n#### 4. \u91d1\u878d\u5b9e\u4f53\u8bc6\u522b\n```python\n>> smoothnlp.company_recognize(\"\u65f7\u89c6\u79d1\u6280\u9884\u8ba1\u5c06\u5728\u4eca\u5e749\u6708\u5728\u6e2fIPO\")\n[{'charStart': 0,\n  'charEnd': 4,\n  'text': '\u65f7\u89c6\u79d1\u6280',\n  'nerTag': 'COMPANY_NAME',\n  'sTokenList': {'1': {'token': '\u65f7\u89c6\u79d1\u6280', 'postag': None}},\n  'normalizedEntityValue': '\u65f7\u89c6\u79d1\u6280'}]\n```\n\n\n#### 5.\u6570\u5b57\u5b9e\u4f53\u8bc6\u522b\n```python\n>> smoothnlp.number_recognize(\"\u767e\u5ea6\u79fb\u52a8\u5e94\u7528\u7684\u6708\u6d3b\u8dc3\u8bbe\u5907\u8fbe11\u4ebf\u53f0\")\n[{'charStart': 13,\n  'charEnd': 16,\n  'text': '11\u4ebf',\n  'nerTag': 'NUMBER',\n  'sTokenList': {'9': {'token': '11\u4ebf', 'postag': 'm'}},\n  'normalizedEntityValue': '1100000000'}]\n```\n\n#### 6. \u91d1\u989d\u8bc6\u522b\u4e0e\u7ed3\u6784\u5316\n```python\n>> smoothnlp.money_recognize(\"\u767e\u5ea6\u5e02\u503c\u8dcc\u7834400\u4ebf\u7f8e\u5143\")\n[{'charStart': 6,\n  'charEnd': 12,\n  'text': '400\u4ebf\u7f8e\u5143',\n  'nerTag': 'MONEY',\n  'sTokenList': {'4': {'token': '400\u4ebf', 'postag': 'm'},\n   '5': {'token': '\u7f8e\u5143', 'postag': 'M'}},\n  'normalizedEntityValue': '$40000000000'}]\n```\n\n#### 7. \u65e5\u671f\u63cf\u8ff0\u7ed3\u6784\u5316\n```python\n>> smoothnlp.parse_date(\"2018\u5e74\u4e00\u5b63\u5ea6\")\n{'startDate': '2018-01-01', 'endDate': '2018-03-31'}\n```\n\n----------\n\n## Java\n**SmoothNLP**\u9879\u76ee\u7684\u4e3b\u8981\u529f\u80fd\u90fd\u5728Java\u4e2d\u6709\u5b9e\u73b0, \u6253\u5305\u597d\u7684Jar\u6587\u4ef6\u4f1a\u5728[Release\u9875\u9762]\u5b9a\u671f\u66f4\u65b0, \u6216\u8005\u5728\u63d0\u4f9b\u7684[maven](https://github.com/smoothnlp/SmoothNLP/tree/master/smoothnlp_maven)\u9879\u76ee\u4ee3\u7801\u4e2d, \u76f4\u63a5\u7f16\u8bd1\u5373\u53ef\n```\ngit clone https://github.com/smoothnlp/SmoothNLP.git\ncd smoothnlp_maven\nmvn clean package\n```\n\u7f16\u8bd1\u597d\u7684Jar\u6587\u4ef6\u4f1a\u5728 `smoothnlp_maven/target/smoothnlp-*.jar`\n\n\n### \u5e38\u89c1\u95ee\u9898\n* \u5982\u679c\u60a8\u4f7f\u7528\u7684Mac,\u4e14\u7528anaconda\u7ba1\u7406python, \u53ef\u80fd\u4f1a\u78b0\u5230\u62a5\u9519, \u8bf7\u5c1d\u8bd5: \n```\nexport MACOSX_DEPLOYMENT_TARGET=10.10 CFLAGS='-stdlib=libc++' \npip install jpype1 \npip install smoothnlp\n```\n\n\n\n\n\n\n\n",
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