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        "description": "## Install\n```\n# only for python3\n# need: sqlite3\n\npip install autoleastsq\n\n```\n\n## Usage\n\n```\n# -*- coding: utf-8 -*-  \n\nimport autoleastsq\n\n### \u4ece\u6587\u4ef6\u83b7\u53d6\u6570\u636e\u5230 list   \u5176\u4ed6\u6570\u636e\u6e90\u53ea\u8981\u7b26\u5408\u6570\u636e\u7c7b\u578b\u548c\u5bf9\u9f50\u5c31\u884c\u4e86\n\nfilename=\"./test.xlsx\"\nlists=autoleastsq.excel_col2list(filename,[\"a\",\"b\",\"result\"])\n\n\n################# \u591a\u5143\u591a\u9879\u5f0f\u56de\u5f52\u6837\u4f8b\n\n# \u6311\u9009\u6240\u9700\u8981\u7684\u56e0\u5b50  \u6ce8\u610fappend \u56e0\u5b50\u6b21\u5e8f\u51b3\u5b9a\u4e86\u62df\u5408\u7684\u516c\u5f0f\uff0c\u548c\u540e\u7eed\u4f7f\u7528\u65f6\u7684\u5165\u53e3\u6b21\u5e8f, append \u51e0\u4e2a\u56e0\u5b50\u591a\u9879\u5f0f\u5c31\u6709\u51e0\u5143\uff0c\u53ef\u7075\u6d3b\u4f7f\u7528\n\nfactor=[]  # factor\u81ea\u7531\u591a\u4e2a\u56e0\u5b50\u7684\u4e8c\u7ef4list\nfactor.append(lists[0])\nfactor.append(lists[1])\ny = lists[2]\n\n##################### \u62df\u5408\u5f97\u5230\u591a\u9879\u5f0f\u6a21\u578b\n\n# \u8fd4\u56de\uff1a\u591a\u9879\u5f0f\u7684\u53c2\u6570\u5217\u8868\u3001 \u5e42\u6b21\uff0c\u5e76\u53ef\u6839\u636e\u65b0\u8f93\u5165\u7684\u56e0\u5b50list \u8fdb\u884c\u9884\u6d4b\n\n\"\"\"\n\u652f\u6301\u7684\u53c2\u6570\uff1a\npows_start=1\t# pows_start \u8d77\u59cb\u62df\u5408\u7684\u5e42\u6b21(\u9ed8\u8ba4\u4e3a1)\nloss_min=0.01\t\t# loss \u8d77\u59cb\u8bef\u5dee\u7387\u8981\u6c42\uff08\u9ed8\u8ba40.01, \u8fbe\u5230\u5373\u62df\u5408\u7ed3\u675f\uff09, \u8fc7\u7a0b\u4e2d\u4f1a\u81ea\u52a8\u5224\u65ad\u6700\u53ef\u80fd\u7684\u8bef\u5dee\u7387\nleastsq_mult(factor,y,pows_start,loss_min)\n\"\"\"\n\nmodel=autoleastsq.leastsq_mult(factor,y)\n\nprint(model.args,model.pows)  ## \u6700\u7ec8\u7684\u591a\u9879\u5f0f\u53c2\u6570 \u6309\u9ad8\u6b21\u5411\u4f4e\u6b21\u9010\u4e2a\u56e0\u5b50\u6392\u5217 ; \u6700\u7ec8\u7684\u591a\u9879\u5f0f\u53c2\u6570\u6700\u9ad8\u5e42\u6b21\nprint(model.func)  ##  \u6a21\u578b\u516c\u5f0f\n\n################# \u6839\u636e\u62df\u5408\u540e\u7ed3\u679c\u591a\u9879\u5f0f\uff0c\u6309\u987a\u5e8f\u8f93\u5165\u5f97\u5230\u7ed3\u679c\n\nfactor=[29,101]\n\nresult=model.leastsq_result(factor)\n\nprint(result)\n\n\n```",
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