{"id":1946,"date":"2023-11-27T18:23:22","date_gmt":"2023-11-27T10:23:22","guid":{"rendered":"http:\/\/zhang.mba\/?p=1946"},"modified":"2023-11-27T18:24:56","modified_gmt":"2023-11-27T10:24:56","slug":"visualpython-ji-yu-gui-de-python-dai-ma-sheng-chen","status":"publish","type":"post","link":"https:\/\/zhang.mba\/index.php\/2023\/11\/27\/18\/23\/22\/1946\/visualpython-ji-yu-gui-de-python-dai-ma-sheng-chen\/python\/zhangzhiqi\/","title":{"rendered":"visualpython\uff0c\u57fa\u4e8e GUI \u7684 Python \u4ee3\u7801\u751f\u6210\u5668"},"content":{"rendered":"<p>Visual Python \u662f\u4e00\u4e2a\u57fa\u4e8e GUI \u7684 <strong>Python \u4ee3\u7801\u751f\u6210\u5668<\/strong>\uff0c\u4f5c\u4e3a\u6269\u5c55\uff0c\u5728\u00a0\u00a0<strong>Jupyter Lab<\/strong>\u3001<strong>Jupyter Notebook<\/strong>\u00a0<strong>\u548c<\/strong>\u00a0<strong>Google Colab \u4e0a\u8fdb\u884c\u5f00\u53d1\u3002<\/strong>\u00a0<\/p>\n<p>Visual Python \u662f\u4e00\u4e2a\u5f00\u6e90\u9879\u76ee\uff0c\u9664\u4e86\u5bf9\u5404\u79cd Python \u6570\u636e\u79d1\u5b66\u5e93\uff08pandas\u3001seaborn \u7b49\uff09\u7684\u5f3a\u5927\u652f\u6301\u4e4b\u5916\uff0c\u8fd8\u53ef\u4ee5\u4f7f\u7528 python \u8f7b\u677e\u5904\u7406<strong>\u91cd\u590d\u7684\u6570\u636e\u79d1\u5b66\u4efb\u52a1<\/strong>\u3002<\/p>\n<p><div class='fancybox-wrapper lazyload-container-unload' data-fancybox='post-images' href='https:\/\/mmbiz.qpic.cn\/mmbiz_gif\/ibPqnScajrbE6ZiaTTX9rPV4jRddUJ6mibgCUIs46peOibD0WRUf9uHVYSYYqYXaibdvqp18TSxdVB09zic9j5b0ObWw\/640?wx_fmt=gif&amp;wxfrom=5&amp;wx_lazy=1'><img class=\"lazyload lazyload-style-2\" src=\"data:image\/svg+xml;base64,PCEtLUFyZ29uTG9hZGluZy0tPgo8c3ZnIHdpZHRoPSIxIiBoZWlnaHQ9IjEiIHhtbG5zPSJodHRwOi8vd3d3LnczLm9yZy8yMDAwL3N2ZyIgc3Ryb2tlPSIjZmZmZmZmMDAiPjxnPjwvZz4KPC9zdmc+\"  data-original=\"https:\/\/mmbiz.qpic.cn\/mmbiz_gif\/ibPqnScajrbE6ZiaTTX9rPV4jRddUJ6mibgCUIs46peOibD0WRUf9uHVYSYYqYXaibdvqp18TSxdVB09zic9j5b0ObWw\/640?wx_fmt=gif&amp;wxfrom=5&amp;wx_lazy=1\" src=\"data:image\/png;base64,iVBORw0KGgoAAAANSUhEUgAAAAEAAAABCAYAAAAfFcSJAAAAAXNSR0IArs4c6QAAAARnQU1BAACxjwv8YQUAAAAJcEhZcwAADsQAAA7EAZUrDhsAAAANSURBVBhXYzh8+PB\/AAffA0nNPuCLAAAAAElFTkSuQmCC\" alt=\"\u56fe\u7247\" \/><\/div><\/p>\n<p>Visual Python \u7684\u4f18\u52bf\u3002<\/p>\n<ul>\n<li>\n<p>\u7528\u6700\u5c11\u7684\u7f16\u7801\u6280\u80fd\u7ba1\u7406\u5927\u6570\u636e\u3002<\/p>\n<\/li>\n<li>\n<p>\u5e2e\u52a9\u5b66\u751f\/\u4e1a\u52a1\u5206\u6790\u5e08\/\u7814\u7a76\u4eba\u5458\u514b\u670d Python \u7684\u5b66\u4e60\u969c\u788d\u3002<\/p>\n<\/li>\n<li>\n<p>\u4fdd\u5b58\u5e76\u91cd\u590d\u4f7f\u7528\u4ee3\u7801\uff08\u7247\u6bb5\uff09\u3002<\/p>\n<\/li>\n<\/ul>\n<h3><a id=\"%E5%88%9D%E4%BD%93%E9%AA%8C\" class=\"anchor\" aria-hidden=\"true\"><span class=\"octicon octicon-link\"><\/span><\/a>\u521d\u4f53\u9a8c<\/h3>\n<h4><a id=\"%E5%BA%93%E7%9A%84%E5%AE%89%E8%A3%85%E5%B9%B6%E5%90%AF%E7%94%A8\" class=\"anchor\" aria-hidden=\"true\"><span class=\"octicon octicon-link\"><\/span><\/a>\u5e93\u7684\u5b89\u88c5\u5e76\u542f\u7528<\/h4>\n<p>Visual Python \u662f Jupyter Notebook \u7684\u6269\u5c55\uff0c\u56e0\u6b64\u4f60\u5fc5\u987b\u5df2\u5b89\u88c5 Jupyter Notebook\u3002<\/p>\n<p>\u6211\u4eec\u9996\u5148\u9700\u8981\u5b89\u88c5\u597d Jupyter Notebook \u73af\u5883\uff0c\u53ef\u4ee5\u76f4\u63a5\u4f7f\u7528 pip \u8fdb\u884c\u5b89\u88c5\u3002<\/p>\n<pre class=\"line-numbers\"><code class=\"language-python\">pip\u00a0install\u00a0jupyter\u00a0\n<\/code><\/pre>\n<p>\u7136\u540e\u542f\u52a8 jupyter\uff0c\u6211\u4eec\u53ef\u4ee5\u5728\u6d4f\u89c8\u5668\u770b\u5230\u5982\u4e0b\u754c\u9762\u3002<\/p>\n<p><div class='fancybox-wrapper lazyload-container-unload' data-fancybox='post-images' href='https:\/\/mmbiz.qpic.cn\/mmbiz_png\/ibPqnScajrbE6ZiaTTX9rPV4jRddUJ6mibgAUqBmAyUYE6A5UedyFTc6cYHFpeQYmqbG92uxLbFmdG7C8iaicvFNHBA\/640?wx_fmt=png&amp;wxfrom=5&amp;wx_lazy=1&amp;wx_co=1'><img class=\"lazyload lazyload-style-2\" src=\"data:image\/svg+xml;base64,PCEtLUFyZ29uTG9hZGluZy0tPgo8c3ZnIHdpZHRoPSIxIiBoZWlnaHQ9IjEiIHhtbG5zPSJodHRwOi8vd3d3LnczLm9yZy8yMDAwL3N2ZyIgc3Ryb2tlPSIjZmZmZmZmMDAiPjxnPjwvZz4KPC9zdmc+\"  data-original=\"https:\/\/mmbiz.qpic.cn\/mmbiz_png\/ibPqnScajrbE6ZiaTTX9rPV4jRddUJ6mibgAUqBmAyUYE6A5UedyFTc6cYHFpeQYmqbG92uxLbFmdG7C8iaicvFNHBA\/640?wx_fmt=png&amp;wxfrom=5&amp;wx_lazy=1&amp;wx_co=1\" src=\"data:image\/png;base64,iVBORw0KGgoAAAANSUhEUgAAAAEAAAABCAYAAAAfFcSJAAAAAXNSR0IArs4c6QAAAARnQU1BAACxjwv8YQUAAAAJcEhZcwAADsQAAA7EAZUrDhsAAAANSURBVBhXYzh8+PB\/AAffA0nNPuCLAAAAAElFTkSuQmCC\" alt=\"\u56fe\u7247\" \/><\/div><\/p>\n<p>\u63a5\u4e0b\u6765\uff0c\u6211\u4eec\u8fdb\u884c visualpython \u7684\u5b89\u88c5\u3002<\/p>\n<pre class=\"line-numbers\"><code class=\"language-python\">!pip\u00a0install\u00a0visualpython\n<\/code><\/pre>\n<p><div class='fancybox-wrapper lazyload-container-unload' data-fancybox='post-images' href='https:\/\/mmbiz.qpic.cn\/mmbiz_png\/ibPqnScajrbE6ZiaTTX9rPV4jRddUJ6mibgwZuvZFjz5k4DGiaOvm9y05ztBlWsTE8tImMQ5w1xrwQA4KRN6xWDQOw\/640?wx_fmt=png&amp;wxfrom=5&amp;wx_lazy=1&amp;wx_co=1'><img class=\"lazyload lazyload-style-2\" src=\"data:image\/svg+xml;base64,PCEtLUFyZ29uTG9hZGluZy0tPgo8c3ZnIHdpZHRoPSIxIiBoZWlnaHQ9IjEiIHhtbG5zPSJodHRwOi8vd3d3LnczLm9yZy8yMDAwL3N2ZyIgc3Ryb2tlPSIjZmZmZmZmMDAiPjxnPjwvZz4KPC9zdmc+\"  data-original=\"https:\/\/mmbiz.qpic.cn\/mmbiz_png\/ibPqnScajrbE6ZiaTTX9rPV4jRddUJ6mibgwZuvZFjz5k4DGiaOvm9y05ztBlWsTE8tImMQ5w1xrwQA4KRN6xWDQOw\/640?wx_fmt=png&amp;wxfrom=5&amp;wx_lazy=1&amp;wx_co=1\" src=\"data:image\/png;base64,iVBORw0KGgoAAAANSUhEUgAAAAEAAAABCAYAAAAfFcSJAAAAAXNSR0IArs4c6QAAAARnQU1BAACxjwv8YQUAAAAJcEhZcwAADsQAAA7EAZUrDhsAAAANSURBVBhXYzh8+PB\/AAffA0nNPuCLAAAAAElFTkSuQmCC\" alt=\"\u56fe\u7247\" \/><\/div><\/p>\n<p>\u7136\u540e\u542f\u7528\u8be5\u5305\u3002<\/p>\n<pre class=\"line-numbers\"><code class=\"language-python\">!visualpy\u00a0install\n<\/code><\/pre>\n<p><div class='fancybox-wrapper lazyload-container-unload' data-fancybox='post-images' href='https:\/\/mmbiz.qpic.cn\/mmbiz_png\/ibPqnScajrbE6ZiaTTX9rPV4jRddUJ6mibgCaBic87W25sP1U1RIibGYkjjrjyPUgBVaxdkhSrKhdISHgc8xIG8VHaw\/640?wx_fmt=png&amp;wxfrom=5&amp;wx_lazy=1&amp;wx_co=1'><img class=\"lazyload lazyload-style-2\" src=\"data:image\/svg+xml;base64,PCEtLUFyZ29uTG9hZGluZy0tPgo8c3ZnIHdpZHRoPSIxIiBoZWlnaHQ9IjEiIHhtbG5zPSJodHRwOi8vd3d3LnczLm9yZy8yMDAwL3N2ZyIgc3Ryb2tlPSIjZmZmZmZmMDAiPjxnPjwvZz4KPC9zdmc+\"  data-original=\"https:\/\/mmbiz.qpic.cn\/mmbiz_png\/ibPqnScajrbE6ZiaTTX9rPV4jRddUJ6mibgCaBic87W25sP1U1RIibGYkjjrjyPUgBVaxdkhSrKhdISHgc8xIG8VHaw\/640?wx_fmt=png&amp;wxfrom=5&amp;wx_lazy=1&amp;wx_co=1\" src=\"data:image\/png;base64,iVBORw0KGgoAAAANSUhEUgAAAAEAAAABCAYAAAAfFcSJAAAAAXNSR0IArs4c6QAAAARnQU1BAACxjwv8YQUAAAAJcEhZcwAADsQAAA7EAZUrDhsAAAANSURBVBhXYzh8+PB\/AAffA0nNPuCLAAAAAElFTkSuQmCC\" alt=\"\u56fe\u7247\" \/><\/div><\/p>\n<p>\u6700\u540e\uff0c\u6211\u4eec\u901a\u8fc7\u5982\u4e0b\u547d\u4ee4\u6765\u8fdb\u884c\u9a8c\u8bc1\u3002<\/p>\n<pre class=\"line-numbers\"><code class=\"language-python\">!visualpy\u00a0-v\n<\/code><\/pre>\n<p><div class='fancybox-wrapper lazyload-container-unload' data-fancybox='post-images' href='https:\/\/mmbiz.qpic.cn\/mmbiz_png\/ibPqnScajrbE6ZiaTTX9rPV4jRddUJ6mibg0y9STNU2XPRVDUse9fauyNURTFqP1SBuG8jb1DWCkOKebxwjwkOK5g\/640?wx_fmt=png&amp;wxfrom=5&amp;wx_lazy=1&amp;wx_co=1'><img class=\"lazyload lazyload-style-2\" src=\"data:image\/svg+xml;base64,PCEtLUFyZ29uTG9hZGluZy0tPgo8c3ZnIHdpZHRoPSIxIiBoZWlnaHQ9IjEiIHhtbG5zPSJodHRwOi8vd3d3LnczLm9yZy8yMDAwL3N2ZyIgc3Ryb2tlPSIjZmZmZmZmMDAiPjxnPjwvZz4KPC9zdmc+\"  data-original=\"https:\/\/mmbiz.qpic.cn\/mmbiz_png\/ibPqnScajrbE6ZiaTTX9rPV4jRddUJ6mibg0y9STNU2XPRVDUse9fauyNURTFqP1SBuG8jb1DWCkOKebxwjwkOK5g\/640?wx_fmt=png&amp;wxfrom=5&amp;wx_lazy=1&amp;wx_co=1\" src=\"data:image\/png;base64,iVBORw0KGgoAAAANSUhEUgAAAAEAAAABCAYAAAAfFcSJAAAAAXNSR0IArs4c6QAAAARnQU1BAACxjwv8YQUAAAAJcEhZcwAADsQAAA7EAZUrDhsAAAANSURBVBhXYzh8+PB\/AAffA0nNPuCLAAAAAElFTkSuQmCC\" alt=\"\u56fe\u7247\" \/><\/div><\/p>\n<h4><a id=\"%E5%9C%A8jupyter-notebook%E4%B8%8A%E6%BF%80%E6%B4%BB-visual-python\" class=\"anchor\" aria-hidden=\"true\"><span class=\"octicon octicon-link\"><\/span><\/a>\u5728 Jupyter Notebook \u4e0a\u6fc0\u6d3b Visual Python<\/h4>\n<p>\u53ea\u9700\u91cd\u65b0\u52a0\u8f7d Jupyter Notebook \u9875\u9762\uff0c\u5c31\u4f1a\u51fa\u73b0\u4e00\u4e2a\u6a59\u8272\u6309\u94ae\uff0c\u5982\u4e0b\u56fe\u6240\u793a\u3002<\/p>\n<p><div class='fancybox-wrapper lazyload-container-unload' data-fancybox='post-images' href='https:\/\/mmbiz.qpic.cn\/mmbiz_png\/ibPqnScajrbE6ZiaTTX9rPV4jRddUJ6mibgf4X3BDmpXZx9J5qbdlia1Q2K6vvU8nylG008AIKsn1QLiaT6WYgba0kw\/640?wx_fmt=png&amp;wxfrom=5&amp;wx_lazy=1&amp;wx_co=1'><img class=\"lazyload lazyload-style-2\" src=\"data:image\/svg+xml;base64,PCEtLUFyZ29uTG9hZGluZy0tPgo8c3ZnIHdpZHRoPSIxIiBoZWlnaHQ9IjEiIHhtbG5zPSJodHRwOi8vd3d3LnczLm9yZy8yMDAwL3N2ZyIgc3Ryb2tlPSIjZmZmZmZmMDAiPjxnPjwvZz4KPC9zdmc+\"  data-original=\"https:\/\/mmbiz.qpic.cn\/mmbiz_png\/ibPqnScajrbE6ZiaTTX9rPV4jRddUJ6mibgf4X3BDmpXZx9J5qbdlia1Q2K6vvU8nylG008AIKsn1QLiaT6WYgba0kw\/640?wx_fmt=png&amp;wxfrom=5&amp;wx_lazy=1&amp;wx_co=1\" src=\"data:image\/png;base64,iVBORw0KGgoAAAANSUhEUgAAAAEAAAABCAYAAAAfFcSJAAAAAXNSR0IArs4c6QAAAARnQU1BAACxjwv8YQUAAAAJcEhZcwAADsQAAA7EAZUrDhsAAAANSURBVBhXYzh8+PB\/AAffA0nNPuCLAAAAAElFTkSuQmCC\" alt=\"\u56fe\u7247\" \/><\/div><\/p>\n<h4><a id=\"%E6%A1%88%E4%BE%8B\" class=\"anchor\" aria-hidden=\"true\"><span class=\"octicon octicon-link\"><\/span><\/a>\u6848\u4f8b<\/h4>\n<p>\u4e0b\u9762\u6211\u4eec\u4f7f\u7528**\u300c\u6cf0\u5766\u5c3c\u514b\u53f7\u6570\u636e\u96c6\u300d**\u5e76\u6267\u884c\u57fa\u672c\u7684 EDA\uff08\u63a2\u7d22\u6027\u6570\u636e\u5206\u6790\uff09<\/p>\n<p><strong>\u5bfc\u5165\u5305<\/strong><\/p>\n<p><div class='fancybox-wrapper lazyload-container-unload' data-fancybox='post-images' href='https:\/\/mmbiz.qpic.cn\/mmbiz_gif\/ibPqnScajrbE6ZiaTTX9rPV4jRddUJ6mibgfEBIU8oljFAbh1pmFYUmL9iaqNgFQCHPSakX5iaciaT1AsCvTF43HNFYQ\/640?wx_fmt=gif&amp;wxfrom=5&amp;wx_lazy=1'><img class=\"lazyload lazyload-style-2\" src=\"data:image\/svg+xml;base64,PCEtLUFyZ29uTG9hZGluZy0tPgo8c3ZnIHdpZHRoPSIxIiBoZWlnaHQ9IjEiIHhtbG5zPSJodHRwOi8vd3d3LnczLm9yZy8yMDAwL3N2ZyIgc3Ryb2tlPSIjZmZmZmZmMDAiPjxnPjwvZz4KPC9zdmc+\"  data-original=\"https:\/\/mmbiz.qpic.cn\/mmbiz_gif\/ibPqnScajrbE6ZiaTTX9rPV4jRddUJ6mibgfEBIU8oljFAbh1pmFYUmL9iaqNgFQCHPSakX5iaciaT1AsCvTF43HNFYQ\/640?wx_fmt=gif&amp;wxfrom=5&amp;wx_lazy=1\" src=\"data:image\/png;base64,iVBORw0KGgoAAAANSUhEUgAAAAEAAAABCAYAAAAfFcSJAAAAAXNSR0IArs4c6QAAAARnQU1BAACxjwv8YQUAAAAJcEhZcwAADsQAAA7EAZUrDhsAAAANSURBVBhXYzh8+PB\/AAffA0nNPuCLAAAAAElFTkSuQmCC\" alt=\"\u56fe\u7247\" \/><\/div><\/p>\n<p><strong>\u5bfc\u5165\u6570\u636e<\/strong><\/p>\n<p><div class='fancybox-wrapper lazyload-container-unload' data-fancybox='post-images' href='https:\/\/mmbiz.qpic.cn\/mmbiz_png\/ibPqnScajrbE6ZiaTTX9rPV4jRddUJ6mibgic6vzOCrhDmec0umIa4KlRQk3gaibPibvJHb6eB6AIpXWW2BXZO585TlQ\/640?wx_fmt=png&amp;wxfrom=5&amp;wx_lazy=1&amp;wx_co=1'><img class=\"lazyload lazyload-style-2\" src=\"data:image\/svg+xml;base64,PCEtLUFyZ29uTG9hZGluZy0tPgo8c3ZnIHdpZHRoPSIxIiBoZWlnaHQ9IjEiIHhtbG5zPSJodHRwOi8vd3d3LnczLm9yZy8yMDAwL3N2ZyIgc3Ryb2tlPSIjZmZmZmZmMDAiPjxnPjwvZz4KPC9zdmc+\"  data-original=\"https:\/\/mmbiz.qpic.cn\/mmbiz_png\/ibPqnScajrbE6ZiaTTX9rPV4jRddUJ6mibgic6vzOCrhDmec0umIa4KlRQk3gaibPibvJHb6eB6AIpXWW2BXZO585TlQ\/640?wx_fmt=png&amp;wxfrom=5&amp;wx_lazy=1&amp;wx_co=1\" src=\"data:image\/png;base64,iVBORw0KGgoAAAANSUhEUgAAAAEAAAABCAYAAAAfFcSJAAAAAXNSR0IArs4c6QAAAARnQU1BAACxjwv8YQUAAAAJcEhZcwAADsQAAA7EAZUrDhsAAAANSURBVBhXYzh8+PB\/AAffA0nNPuCLAAAAAElFTkSuQmCC\" alt=\"\u56fe\u7247\" \/><\/div><\/p>\n<p><strong>\u63cf\u8ff0\u6027\u7edf\u8ba1\u3001\u4fe1\u606f\u548c value_counts<\/strong><\/p>\n<p><div class='fancybox-wrapper lazyload-container-unload' data-fancybox='post-images' href='https:\/\/mmbiz.qpic.cn\/mmbiz_png\/ibPqnScajrbE6ZiaTTX9rPV4jRddUJ6mibgJ00CkKcxKrnc1CLnkkcCu81ERhic9vDW1QnicDDskictz5Tq4ibBdECicDg\/640?wx_fmt=png&amp;wxfrom=5&amp;wx_lazy=1&amp;wx_co=1'><img class=\"lazyload lazyload-style-2\" src=\"data:image\/svg+xml;base64,PCEtLUFyZ29uTG9hZGluZy0tPgo8c3ZnIHdpZHRoPSIxIiBoZWlnaHQ9IjEiIHhtbG5zPSJodHRwOi8vd3d3LnczLm9yZy8yMDAwL3N2ZyIgc3Ryb2tlPSIjZmZmZmZmMDAiPjxnPjwvZz4KPC9zdmc+\"  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