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"Topic :: Software Development :: Build Tools"
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"description": "[](https://travis-ci.org/linsamtw/PTTData)\n[](https://github.com/linsamtw/PTTData/blob/master/LICENSE)\n[](https://badge.fury.io/py/PTTData)\n\n#### 2019/1/20 \u65b0\u589e PTT LSTM article generation demo\uff0c\u53ef\u8a13\u7df4 PTT \u6587\u7ae0\u751f\u6210\u5668\uff0c\u76ee\u524d\u6548\u679c\u4e0d\u8db3\uff0c\u9084\u5728\u958b\u767c\u968e\u6bb5\uff0c\u53ef\u81ea\u884c training\u3002\n#### 2019/1/4 \u65b0\u589e package \uff0c\u5c0d\u65bc\u672a\u4f86\u4f7f\u7528 PTT Data\uff0c\u66f4\u52a0\u65b9\u4fbf\u3002\n\n\u5305\u542b 109 \u500b PTT \u7248 [click](https://github.com/f496328mm/PTTOpenData/blob/master/ptt_readme.md) \uff0cmore than 8 million(30gb) PTT Data.\n\n---------------------\n pip3 install PTTData\n---------------------\n\n\n## example\n\n#### PTT LSTM article generation:\n\n[demo](https://github.com/f496328mm/PTTOpenData/blob/master/PTTDATA_lstm_article_generation.py)\n\nThis is simple demo. loss : 4.008744, val_loss : 7.038976.( parameters - `article_amount` = 10, `maxlen` = 20, `epochs` = 10 )
\nIf you want get better result, you should set parameters `article_amount` >=1000, `maxlen` >=40, `epochs` >=40, even optimize LSTM model, but it will cost more 10 hours.( GTX-1070 )
\n\n\u9019\u662f\u4e00\u500b\u6700\u57fa\u672c\u7684 demo\uff0c\u505a\u500b\u7bc4\u4f8b\uff0c\u5982\u679c\u60f3\u5f97\u5230\u66f4\u597d\u7684\u7d50\u679c\uff0c\u53ef\u81ea\u884c\u8abf\u6574 training data \u6578\u91cf\uff0c\u4e26\u589e\u52a0 epochs\uff0c\u751a\u81f3\u8abf\u6574 LSTM \u6a21\u578b\uff0c\u4f46\u9019\u975e\u5e38\u82b1\u6642\u9593\uff0c\u5373\u4f7f\u7528GPU\uff0c\u81f3\u5c11\u4e5f\u8981\u8d85\u904e10\u5c0f\u6642\u3002\u5f88\u5408\u7406\uff0c\u56e0\u70ba\u6587\u5b57\u5efa\u6a21\uff0c\u7dad\u5ea6\u975e\u5e38\u5927\u3002\u672a\u4f86\u5982\u679c\u63d0\u9ad8\u6e96\u78ba\u7387\uff0c\u6703\u5c07 weight \u516c\u958b\u5206\u4eab\u3002
\n\ninput :\u5712\u624d\u9017\u7559\u4e00\u6703\u5152\uff0c\u6c92\u62cd\u5e7e\u5f35\u7167\u5c31\u807d\u5230\u5712\u65b9\u5ee3\u64ad\u5ba3\u5c0e\u9589\u5712\u6642\u9593\uff0c\u63d0\u9192\u904a\u5ba2\u6e96\u5099\u96e2\u5834
\ndiversity : 1.2
\noutput : \u5712\u624d\u9017\u7559\u4e00\u6703\u5152\uff0c\u6c92\u62cd\u5e7e\u5f35\u7167\u5c31\u807d\u5230\u5712\u65b9\u5ee3\u64ad\u5ba3\u5c0e\u9589\u5712\u6642\u9593\uff0c\u63d0\u9192\u904a\u5ba2\u6e96\u5099\u96e2\u5834\u6642\u9593\uff0c\u4e8c\u6b21\u5167\u85e4\u5bb6\u70ba\u4e0a\u9806\u4fbf\u6240\u5728\u4f4d\u7f6e\u7684\u81f3\u65e5\u5e63\u5916\u7f8e\u9e97\u7d20\u76de\u4e5f\u65b0\u5bbf\u65bc\u6afb\u82b1\u7684\u52a0\u8d77\u3089\u8eca\u7968\u5728\u685c\u65b0\u5bbf\u5c0f\u6642\u7136\u5f8c\u9084\u767c\u653e\uff0c\u7136\u7531\u91cd\u9ede\u665a\u4e0a\u732b\u5cf6\u7684\u8a31\u591a\u76db\u5730\u5716\uff0c\u7da0\u6a39\u7684\u6771\u53ef\u4ee5\u53ef\u4ee5\u5728\u5343\u9ce5\u6df5\u7684\u9685\u51b0\u5ddd
\n\n-------------------------\n\n#### Load PTT Data\n\nLoad job title starting at 2018-12-10.\n\n\t>>> from PTTData import Load as PTT\n\n\t>>> PTT_data_list = PTT.LoadDataList()\n\t>>> print(PTT_data_list[:5])\n\t['AdvEduUK' 'Anti_Cancer' 'Aquarius' 'Aries' 'Aviation']\n\t\n\t>>> data = PTT.LoadData(table = 'job',date = '2018-12-10',select = 'title')\n\t>>> print(data[:5])\n\t\t\t\ttitle\n\t0 [\u6797\u53e3\u9577\u5e9a\u91ab\u9662] \u79d1\u6280\u90e8\u7814\u7a76\u8a08\u756b\u7814\u7a76\u52a9\u7406\n\t1 [\u53f0\u5317] \u5343\u5c71\u6de8\u6c34\u8aa0\u5fb5\u5132\u5099\u5e97\u9577/\u526f\u5e97\u9577\n\t2 [\u53f0\u5317] \u53f0\u5927\u6ccc\u5c3f\u90e8 \u5fb5 \u535a\u58eb\u5f8c\u7814\u7a76\u54e1\n\t3 [\u53f0\u5357] \u6210\u5927\u90fd\u8a08\u7cfb\u90fd\u5e02\u98a8\u96aa\u52d5\u529b\u7814\u7a76\u5ba4\u5fb5\u5c08\u6848\u7814\u7a76\u52a9\u7406\n\t4 [\u53f0\u5317] \u5fc3\u8aa0\u4e0d\u52d5\u7522/\u696d\u52d9\u4eba\u54e1\n\n\t>>> data = PTT.LoadData(table = 'AdvEduUK',date = '2018-12-10',select = 'article')\n\t>>> print(data[:5])\n\n\t\t\t\t\t\t article\n\t0 \\nUK UniTour 2019 \u82f1\u570b\u540d\u6821\u806f\u5c55\\n\u3010\u6d3b\u52d5\u7c21\u4ecb\u3011\\nhttp://www.u...\n\t1 \\n26\u865f\u62b5\u9054\u502b\u6566 \u884c\u674e\u7bb1\u9084\u6709\u7a7a\u9593 \u9700\u8981\u5f9e\u53f0\u7063\u4ee3\u8cfc\u4ee3\u904b\u7684pm \u6211\u56c9\\n--\n\t2 \\n\u5927\u5bb6\u597d\\n\u60f3\u8acb\u554f\u7248\u4e0a\u6709\u95dc\u65bcBSC\uff08british study centres\uff09\\n\u9019\u6240\u5b78...\n\t3 \\n\u4e73\u984c\\n\u5c0f\u5f1f\u7b2c\u4e00\u6b21\u51fa\u570b\u5230\u6b50\u6d32\u570b\u5bb6\\n\u7b2c\u4e00\u6b21\u5c31\u6311\u6230\u4e00\u500b\u4eba\u81ea\u52a9\u65c5\u884c\\n\u9810\u8a0812/22-12/...\n\t4 \\n\u5b78\u9577\u59d0\u5927\u5bb6\u597d\uff01\\n\u60f3\u8acb\u554f\u7248\u4e0a\u662f\u5426\u6709\u8b80\u904eUniversity of Glasgow Spo...\n\t\n* LoadDataList : \u8b80\u53d6 PTT \u7684 Data \u5217\u8868\uff0c\u7528\u65bc\u4ee5\u4e0b\u7684 `table` \u53c3\u6578\u3002\n* LoadData : \u8b80\u53d6 PTT Data\u3002\n\t* `table` : string\uff0c\u9078\u53d6\u60f3\u8b80\u53d6\u7684 PTT \u7248\u9762\u3002\n\t* `date` : string, `yyyy-mm-dd`\uff0cdata \u958b\u59cb\u6642\u9593\u3002\n\t* `select` : string or list, \u8b80\u53d6\u7279\u5b9a columns\uff0c\u53ea\u63a5\u53d7\u4ee5\u4e0b variable name \u4f5c\u70ba\u8f38\u5165\u503c\u3002\n\n\n\t\n\u4fdd\u7559 \\n \u4f5c\u70ba\u6392\u7248\u7528\u9014\u3002
\n\u53ef\u4f7f\u7528 `article` & `article_type` \uff0c\u9078\u53d6\u7279\u5b9a\u7a2e\u985e\u6587\u7ae0\uff0c\u642d\u914d [lstm_text_generation](https://github.com/keras-team/keras/blob/master/examples/lstm_text_generation.py)\uff0c\u88fd\u4f5c\u6587\u7ae0\u81ea\u52d5\u7522\u751f\u5668\u3002
\n\u53ef\u4f7f\u7528 `response` \u88fd\u4f5c\u81ea\u52d5\u63a8\u6587\u7522\u751f\u5668\u3002
\n\u672a\u4f86\u5c07\u63d0\u4f9b train \u597d\u7684 model \u8207 code\u3002\n\n----------------------\n\n### Variable Introduction\n\n| variable name | \u8b8a\u6578\u540d\u7a31 | example |\n|---------------|---------|----------|\n| title | \u6a19\u984c | [\u8a0e\u8ad6] \u6211\u8a72\u600e\u6a23\u8ddf\u6211\u5bb6\u9583\u5149\u958b\u53e3 |\n| article_type | article type | \u8a0e\u8ad6 |\n| date | \u65e5\u671f | 2007-01-14 13:46:24 |\n| author | \u4f5c\u8005 | flower319 |\n| author_ip | \u4f5c\u8005IP | 220.134.142.113 |\n| push_amount | \u63a8\u6587\u6578 | 48 |\n| boo_amount | \u5653\u6587\u6578 | 3 |\n| arrow_amount | \u7bad\u982d\u6578 | 16 |\n| article_url | \u6587\u7ae0\u7db2\u5740 | https://www.ptt.cc/bbs/Boy-Girl/M.1168753589.A.6AF.html |\n| article | \u6587\u7ae0 | xxxxx |\n| response | \u63a8/\u5653\u6587\u5167\u5bb9(\u4ee5\\n\u4f5c\u70ba\u5206\u9694\u7b26\u865f) | \\n\u63a8 xxxx: xxxxxx \\n\u5653 xxxxx: xxxxx\\n\u2192 xxxx: xxxx |\n| id | index | 1 |\n\nlinsam.tw.github@gmail.com",
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