{"id":837,"date":"2023-07-28T14:30:02","date_gmt":"2023-07-28T14:30:02","guid":{"rendered":"https:\/\/statorials.org\/cn\/%e9%92%9f%e5%bd%a2%e6%9b%b2%e7%ba%bf%e8%9f%92%e8%9b%87\/"},"modified":"2023-07-28T14:30:02","modified_gmt":"2023-07-28T14:30:02","slug":"%e9%92%9f%e5%bd%a2%e6%9b%b2%e7%ba%bf%e8%9f%92%e8%9b%87","status":"publish","type":"post","link":"https:\/\/statorials.org\/cn\/%e9%92%9f%e5%bd%a2%e6%9b%b2%e7%ba%bf%e8%9f%92%e8%9b%87\/","title":{"rendered":"\u5982\u4f55\u7528 python \u521b\u5efa\u949f\u5f62\u66f2\u7ebf"},"content":{"rendered":"<p><\/p>\n<hr>\n<p>\u201c\u949f\u5f62\u66f2\u7ebf\u201d\u662f<a href=\"https:\/\/statorials.org\/cn\/\u6b63\u6001\u5206\u5e03-1\/\" target=\"_blank\" rel=\"noopener noreferrer\">\u6b63\u6001\u5206\u5e03<\/a><span style=\"color: #000000;\">\u5f62\u72b6\u7684\u6635\u79f0<\/span><span style=\"color: #000000;\">\uff0c\u5b83\u5177\u6709\u660e\u663e\u7684\u201c\u949f\u5f62\u201d\u5f62\u72b6\uff1a<\/span> <\/p>\n<p><img decoding=\"async\" loading=\"lazy\" class=\"aligncenter wp-image-9236 \" src=\"https:\/\/statorials.org\/wp-content\/uploads\/2023\/08\/courbe-en-clochepython1.png\" alt=\"Python \u4e2d\u7684\u949f\u5f62\u66f2\u7ebf\" width=\"439\" height=\"270\" srcset=\"\" sizes=\"auto, \"><\/p>\n<p><span style=\"color: #000000;\">\u672c\u6559\u7a0b\u4ecb\u7ecd\u5982\u4f55\u5728 Python \u4e2d\u521b\u5efa\u949f\u5f62\u66f2\u7ebf\u3002<\/span><\/p>\n<h3><span style=\"color: #000000;\"><strong>\u5982\u4f55\u7528 Python \u521b\u5efa\u949f\u5f62\u66f2\u7ebf<\/strong><\/span><\/h3>\n<p><span style=\"color: #000000;\">\u4ee5\u4e0b\u4ee3\u7801\u6f14\u793a\u4e86\u5982\u4f55\u4f7f\u7528<strong>numpy<\/strong> \u3001 <strong>scipy<\/strong>\u548c<strong>matplotlib<\/strong>\u5e93\u521b\u5efa\u949f\u5f62\u66f2\u7ebf\uff1a<\/span> <\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong><span style=\"color: #107d3f;\">import<\/span> numpy <span style=\"color: #107d3f;\">as<\/span> np\n<span style=\"color: #107d3f;\">import<\/span> matplotlib.pyplot <span style=\"color: #107d3f;\">as<\/span> plt\n<span style=\"color: #107d3f;\">from<\/span> scipy.stats <span style=\"color: #107d3f;\">import<\/span> norm\n\n<span style=\"color: #008080;\">#create range of x-values from -4 to 4 in increments of .001<\/span>\nx = np.arange(-4, 4, 0.001)\n\n<span style=\"color: #008080;\">#create range of y-values that correspond to normal pdf with mean=0 and sd=1<\/span> \ny = norm.pdf(x,0,1)\n\n<span style=\"color: #008080;\">#defineplot<\/span> \nfig, ax = plt.subplots(figsize=(9,6))\nax.plot(x,y)\n\n<span style=\"color: #008080;\">#choose plot style and display the bell curve<\/span> \nplt.style.use('fivethirtyeight')\nplt.show()<\/strong> <\/pre>\n<p><img decoding=\"async\" loading=\"lazy\" class=\"aligncenter wp-image-9236 \" src=\"https:\/\/statorials.org\/wp-content\/uploads\/2023\/08\/courbe-en-clochepython1.png\" alt=\"Python \u4e2d\u7684\u949f\u5f62\u66f2\u7ebf\" width=\"439\" height=\"270\" srcset=\"\" sizes=\"auto, \"><\/p>\n<h3><span style=\"color: #000000;\"><strong>\u5982\u4f55\u7528 Python \u586b\u5145\u949f\u5f62\u66f2\u7ebf<\/strong><\/span><\/h3>\n<p><span style=\"color: #000000;\">\u4ee5\u4e0b\u4ee3\u7801\u8bf4\u660e\u4e86\u5982\u4f55\u586b\u5145\u4ece -1 \u5230 1 \u7684\u949f\u5f62\u66f2\u7ebf\u4e0b\u65b9\u7684\u533a\u57df\uff1a<\/span> <\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong>x = np.arange(-4, 4, 0.001)\ny = norm.pdf(x,0,1)\n\nfig, ax = plt.subplots(figsize=(9,6))\nax.plot(x,y)\n\n<span style=\"color: #008080;\">#specify the region of the bell curve to fill in<\/span> \nx_fill = np.arange(-1, 1, 0.001)\ny_fill = norm.pdf(x_fill,0,1)\nax.fill_between(x_fill,y_fill,0, alpha=0.2, color='blue')\n\nplt.style.use('fivethirtyeight')\nplt.show()<\/strong> <\/pre>\n<p><img decoding=\"async\" loading=\"lazy\" class=\"aligncenter wp-image-9237 \" src=\"https:\/\/statorials.org\/wp-content\/uploads\/2023\/08\/courbe-en-clochepython2.png\" alt=\"Python \u4e2d\u5e26\u6709\u586b\u5145\u533a\u57df\u7684\u949f\u5f62\u66f2\u7ebf\" width=\"439\" height=\"270\" srcset=\"\" sizes=\"auto, \"><\/p>\n<p><span style=\"color: #000000;\">\u8bf7\u6ce8\u610f\uff0c\u60a8\u8fd8\u53ef\u4ee5\u4f7f\u7528<strong>matplotlib \u7684<\/strong>\u8bb8\u591a\u6837\u5f0f\u9009\u9879\u6765\u8bbe\u7f6e\u60a8\u60f3\u8981\u7684\u7ed8\u56fe\u6837\u5f0f\u3002\u4f8b\u5982\uff0c\u60a8\u53ef\u4ee5\u4f7f\u7528\u5e26\u6709\u7eff\u7ebf\u548c\u7eff\u8272\u9634\u5f71\u7684\u201c\u9633\u5149\u201d\u4e3b\u9898\uff1a<\/span> <\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong>x = np.arange(-4, 4, 0.001)\ny = norm.pdf(x,0,1)\n\nfig, ax = plt.subplots(figsize=(9,6))\nax.plot(x,y, color=' <span style=\"color: #008000;\">green<\/span> ')\n\n<span style=\"color: #008080;\">#specify the region of the bell curve to fill in<\/span> \nx_fill = np.arange(-1, 1, 0.001)\ny_fill = norm.pdf(x_fill,0,1)\nax.fill_between(x_fill,y_fill,0, alpha=0.2, color=' <span style=\"color: #008000;\">green<\/span> ')\n\nplt.style.use(' <span style=\"color: #008000;\">Solarize_Light2<\/span> ')\nplt.show()<\/strong> <\/pre>\n<p><img decoding=\"async\" loading=\"lazy\" class=\"aligncenter wp-image-9238 \" src=\"https:\/\/statorials.org\/wp-content\/uploads\/2023\/08\/courbe-en-clochepython3.png\" alt=\"Python \u548c matplotlib \u4e2d\u7684\u6b63\u6001\u5206\u5e03\u66f2\u7ebf\" width=\"439\" height=\"287\" srcset=\"\" sizes=\"auto, \"><\/p>\n<p><span style=\"color: #000000;\"><em>\u60a8\u53ef\u4ee5<a href=\"https:\/\/matplotlib.org\/3.2.1\/gallery\/style_sheets\/style_sheets_reference.html\" target=\"_blank\" rel=\"noopener noreferrer\">\u5728\u6b64\u5904<\/a>\u627e\u5230 matplotlib \u7684\u5b8c\u6574\u6837\u5f0f\u8868\u53c2\u8003\u6307\u5357\u3002<\/em><\/span><\/p>\n<h3><span style=\"color: #000000;\"><strong>\u5176\u4ed6\u8d44\u6e90<\/strong><\/span><\/h3>\n<p><a href=\"https:\/\/statorials.org\/cn\/\u949f\u5f62\u66f2\u7ebfexcel\/\" target=\"_blank\" rel=\"noopener noreferrer\">\u5982\u4f55\u5728 Excel \u4e2d\u521b\u5efa\u949f\u5f62\u66f2\u7ebf<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u201c\u949f\u5f62\u66f2\u7ebf\u201d\u662f\u6b63\u6001\u5206\u5e03\u5f62\u72b6\u7684\u6635\u79f0\uff0c\u5b83\u5177\u6709\u660e\u663e\u7684\u201c\u949f\u5f62\u201d\u5f62\u72b6\uff1a \u672c\u6559\u7a0b\u4ecb\u7ecd\u5982\u4f55\u5728 Python \u4e2d\u521b\u5efa\u949f\u5f62\u66f2\u7ebf\u3002 [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[11],"tags":[],"class_list":["post-837","post","type-post","status-publish","format-standard","hentry","category-11"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v21.5 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>\u5982\u4f55\u5728 Python \u4e2d\u521b\u5efa\u949f\u5f62\u66f2\u7ebf - Statorials<\/title>\n<meta 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