{"id":12130,"date":"2021-01-13T09:30:00","date_gmt":"2021-01-13T11:30:00","guid":{"rendered":"https:\/\/mindthegraph.com\/blog\/?p=12130"},"modified":"2022-10-18T08:09:26","modified_gmt":"2022-10-18T11:09:26","slug":"pyscratch-spatial-and-temporal-information-from-scratch-assays","status":"publish","type":"post","link":"https:\/\/mindthegraph.com\/blog\/zh\/%e7%a9%ba%e9%97%b4%e5%92%8c%e6%97%b6%e9%97%b4%e4%bf%a1%e6%81%af-%e4%bb%8e%e5%a4%b4%e5%bc%80%e5%a7%8b-%e5%88%86%e6%9e%90\/","title":{"rendered":"PyScratch:\u5904\u7406Scratch\u68c0\u6d4b\u7684\u7a7a\u95f4\u548c\u65f6\u95f4\u4fe1\u606f\u7684\u65b0\u5de5\u5177"},"content":{"rendered":"<p>PyScratch\u662f\u4e00\u4e2a\u7528Python\u8bed\u8a00\u5b9e\u73b0\u7684\u65b0\u7684\u5f00\u6e90\u8f6f\u4ef6\uff0c\u7528\u4e8e\u8fc1\u79fb\u6570\u636e\u5206\u6790\uff0c\u5176\u53cb\u597d\u7684\u754c\u9762\u4f7f\u53ea\u6709\u5c11\u91cf\u6216\u6ca1\u6709\u7f16\u7a0b\u6280\u80fd\u7684\u79d1\u5b66\u5bb6\u80fd\u591f\u4f7f\u7528\u5b83\u3002 <\/p>\n\n\n\n<p>\u8be5\u8f6f\u4ef6\u662f\u7531\u574e\u76ae\u7eb3\u65af\u5927\u5b66\u7eb3\u7c73\u7ec6\u80de\u4e92\u52a8\u5b9e\u9a8c\u5ba4\u7684\u4e09\u4f4d\u5df4\u897f\u79d1\u5b66\u5bb6\u4e8e2017\u5e74\u5408\u4f5c\u8bbe\u8ba1\u7684\u3002 <\/p>\n\n\n\n<p>\u5b83\u8bde\u751f\u4e8e\u8fd9\u4e9b\u79d1\u5b66\u5bb6\u7684\u9700\u8981\uff0c\u4eca\u5929\u8be5\u8f6f\u4ef6\u7684\u76ee\u7684\u662f\u4fc3\u8fdb\u7814\u7a76\u4eba\u5458\u7684\u65e5\u5e38\u5de5\u4f5c\uff0c\u6392\u9664\u4eba\u5de5\u5206\u6790\uff0c\u589e\u52a0\u53ef\u91cd\u590d\u6027\uff0c\u5e76\u5c3d\u91cf\u51cf\u5c11\u4eba\u4e3a\u9519\u8bef\u3002<\/p>\n\n\n\n<div class=\"wp-block-image\"><figure class=\"aligncenter size-large\"><a href=\"https:\/\/mindthegraph.com\/blog\/wp-content\/uploads\/2021\/01\/pyscratch.png\"><img decoding=\"async\" loading=\"lazy\" width=\"1024\" height=\"551\" src=\"https:\/\/mindthegraph.com\/blog\/wp-content\/uploads\/2021\/01\/pyscratch-1024x551.png\" alt=\"\" class=\"wp-image-12131\" srcset=\"https:\/\/mindthegraph.com\/blog\/wp-content\/uploads\/2021\/01\/pyscratch-1024x551.png 1024w, https:\/\/mindthegraph.com\/blog\/wp-content\/uploads\/2021\/01\/pyscratch-300x161.png 300w, https:\/\/mindthegraph.com\/blog\/wp-content\/uploads\/2021\/01\/pyscratch-768x413.png 768w, https:\/\/mindthegraph.com\/blog\/wp-content\/uploads\/2021\/01\/pyscratch.png 1183w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/><\/a><\/figure><\/div>\n\n\n\n<p>\u56fe\u50cf\u5206\u6790\u4e00\u76f4\u662f\u79d1\u5b66\u5bb6\u5728\u4e0d\u540c\u7684\u65b9\u6cd5\u5b66\u4e2d\u7528\u6765\u5206\u6790\u7ed3\u679c\u7684\u6700\u91cd\u8981\u65b9\u5f0f\u4e4b\u4e00\u3002 <\/p>\n\n\n\n<p>\u5728\u8fc7\u53bb\u7684\u51e0\u5e74\u91cc\uff0c\u4e0d\u4ec5\u81ea\u52a8\u663e\u5fae\u955c\u7684\u4f7f\u7528\u6709\u6240\u589e\u52a0\uff0c\u800c\u4e14\u83b7\u5f97\u7684\u6570\u636e\u4e5f\u66f4\u52a0\u590d\u6742\u3002 <\/p>\n\n\n\n<p>\u79d1\u5b66\u5bb6\u7684\u90e8\u5206\u5de5\u4f5c\u662f\u53d1\u73b0\u5982\u4f55\u5904\u7406\u4e00\u79cd\u65b0\u7684\u4fe1\u606f\uff0c\u6b64\u5916\uff0c\u5206\u6790\u548c\u5904\u7406\u6570\u636e\u3002 <\/p>\n\n\n\n<p>\u8981\u505a\u5230\u8fd9\u4e00\u70b9\uff0c\u79d1\u5b66\u5bb6\u4eec\u9700\u8981\u826f\u597d\u548c\u4e13\u95e8\u7684\u5de5\u5177\u6765\u6b63\u786e\u63d0\u53d6\u548c\u89e3\u91ca\u6240\u6709\u7684\u6570\u636e\u3002<\/p>\n\n\n\n<p>PyScratch\u6700\u521d\u662f\u4e3a\u4e86\u5e2e\u52a9\u751f\u7269\u5b66\u5bb6\u7814\u7a76\u5458Fernanda Garcia-Fossa\u5206\u6790\u5979\u7684\u8fc1\u79fb\u8bd5\u9a8c\u7684\u5927\u91cf\u6570\u636e\u800c\u521b\u5efa\u7684\u3002 <\/p>\n\n\n\n<p>\"\u6211\u8fdb\u884c\u4e86\u764c\u7ec6\u80de\u7684\u6293\u53d6\uff0c\u5e76\u5728\u8bbe\u5907\u4e2d\u57f9\u517b\u4e8648\u5c0f\u65f6\uff0c\u6bcf15\u5206\u949f\u91c7\u96c6\u4e00\u6b21\u56fe\u7247\uff0c\u4ec5\u4e00\u4e2a\u5b9e\u9a8c\u7ed3\u675f\u65f6\uff0c\u6211\u5c31\u6709\u5927\u7ea6\u4e00\u5343\u5f20\u56fe\u7247\u53ef\u4ee5\u770b\u548c\u5206\u6790\uff01\"\u3002 <\/p>\n\n\n\n<p>Garcia-Fossa\u8bf4\uff1a\"\u4e0d\u53ef\u80fd\u7528\u624b\u53bb\u505a\u3002\u4e3a\u4e86\u89e3\u51b3\u8fd9\u4e2a\u95ee\u9898\uff0c\u52a0\u897f\u4e9a-\u798f\u8428\u53bb\u627e\u5979\u7684\u4f19\u4f34\uff0c\u7269\u7406\u5b66\u5bb6\u5f17\u62c9\u57fa\u7c73\u5c14-\u52a0\u5c14\u5e2e\u5fd9\uff0c\u5728\u90a3\u6bb5\u65f6\u95f4\uff0c\u52a0\u5c14\u6b63\u5728\u5b66\u4e60Python\uff0c\u8fd9\u662f\u4e00\u4e2a\u5c06\u77e5\u8bc6\u4ed8\u8bf8\u5b9e\u8df5\u7684\u597d\u673a\u4f1a\u3002<\/p>\n\n\n\n<p>\u56e0\u6b64\uff0c\u4ed6\u4eec\u4e24\u4e2a\u4eba\u901a\u8fc7Python\u7a0b\u5e8f\u5728\u89e3\u51b3\u65b9\u6848\u4e2d\u5de5\u4f5c\uff0c\u8bc6\u522b\u51fa\u5212\u75d5\u533a\u57df\u5e76\u5bfc\u51fa\u5230csv\u6587\u4ef6\u3002 <\/p>\n\n\n\n<p>\u52a0\u897f\u4e9a-\u798f\u8428\u8bf4\uff1a\"\u968f\u7740\u65f6\u95f4\u7684\u63a8\u79fb\uff0c\u6211\u4eec\u611f\u5230\u6709\u5fc5\u8981\u5f00\u53d1\u4e00\u4e2a\u7528\u6237\u754c\u9762\uff0c\u4f7f\u4e4b\u66f4\u5bb9\u6613\u4f7f\u7528\uff0c\u8fd9\u6837\u6211\u4eec\u5c31\u53ef\u4ee5\u4e3a\u4efb\u4f55\u9700\u8981\u4f7f\u7528\u7684\u7814\u7a76\u4eba\u5458\u53d1\u5e03\u8be5\u8f6f\u4ef6\"\uff0c\u5173\u4e8e\u8be5\u8f6f\u4ef6\u7684\u6587\u7ae0\uff0c\u4f60\u53ef\u4ee5\u67e5\u770b\u4e00\u4e0b<a href=\"https:\/\/www.sciencedirect.com\/science\/article\/pii\/S0169260719313914\"> \u70b9\u51fb\u8fd9\u91cc<\/a>.<\/p>\n\n\n\n<p>Garcia-Fossa\u8fd8\u544a\u8bc9\u6211\u4eec\uff0c\u4ed6\u4eec\u82b1\u4e86\u4e00\u4e9b\u65f6\u95f4\u4ece\u56fe\u50cf\u4e2d\u8bc6\u522b\u548c\u5b9a\u4e49\u8fc1\u79fb\u533a\u57df\uff0c\u56e0\u4e3a\u7531\u4e8e\u5149\u7ebf\u3001\u7126\u70b9\u548c\u5bf9\u6bd4\u5ea6\u7684\u539f\u56e0\uff0c\u7167\u7247\u4e4b\u95f4\u53ef\u80fd\u6709\u5f88\u5927\u7684\u4e0d\u540c\uff0c\u800c\u4eca\u5929\u4f7f\u7528\u7684\u7248\u672c\u5df2\u7ecf\u53ef\u4ee5\u5f88\u597d\u5730\u5206\u6790\u4e86\u3002 <\/p>\n\n\n\n<p>\u5c3d\u7ba1\u5982\u6b64\uff0c\u4ed6\u4eec\u4ecd\u5728\u52aa\u529b\u63a8\u51fa\u65b0\u7684\u548c\u66f4\u597d\u7684\u7248\u672c\uff0c\u56e0\u4e3a\u53d1\u8868\u7684\u6587\u7ae0\u5df2\u7ecf\u63d0\u51fa\u4e86\u4e00\u4e9b\u6539\u8fdb\u7684\u9700\u6c42\uff0c\u56e0\u4e3a\u7528\u6237\u7684\u9700\u6c42\u3002<\/p>\n\n\n\n<p>\u7528\u4e8e\u9a8c\u8bc1\u8f6f\u4ef6\u6027\u80fd\u7684\u8bd5\u9a8c\uff0c\u5373\u8fc1\u79fb\u8bd5\u9a8c\uff0c\u6216\u5212\u75d5\u8bd5\u9a8c\uff0c\u6216\u4f24\u53e3\u6108\u5408\uff0c\u662f\u751f\u7269\u5b66\u4e2d\u5e38\u7528\u7684\u4e00\u79cd\u8bd5\u9a8c\uff0c\u56e0\u4e3a\u5b83\u53ef\u4ee5\u5206\u6790\u751f\u7406\u548c\u75c5\u7406\u7ec6\u80de\u4e8b\u4ef6\u7684\u57fa\u672c\u673a\u5236\u3002 <\/p>\n\n\n\n<p>\u9664\u4e86\u8840\u7ba1\u751f\u6210\u548c\u80bf\u7624\u7684\u53d1\u5c55\uff0c\u7814\u7a76\u4f24\u53e3\u6108\u5408\u662f\u4e86\u89e3\u53d1\u5c55\u548c\u7ec4\u7ec7\u6a21\u578b\u7684\u4e00\u4e2a\u91cd\u8981\u9014\u5f84\u3002 <\/p>\n\n\n\n<p>\u5f53\u68c0\u6d4b\u4ee5\u4e8c\u7ef4\u65b9\u5f0f\u8fdb\u884c\u65f6\uff0c\u6709\u53ef\u80fd\u6d4b\u91cf\u7ec6\u80de\u5bf9\u4f24\u53e3\u7684\u53cd\u5e94\u901f\u5ea6\uff0c\u8986\u76d6\u5b9a\u4e49\u7684\u533a\u57df\u3002<\/p>\n\n\n\n<p>\u6362\u53e5\u8bdd\u8bf4\uff0c\u8be5\u5b9e\u9a8c\u57fa\u672c\u4e0a\u662f\uff0c\u5728\u6591\u5757\u4e2d\u7684\u5355\u5c42\u6c47\u5408\u7ec6\u80de\u4e2d\u5236\u9020\u4e00\u4e2a\u7f3a\u53e3\u3002 <\/p>\n\n\n\n<p>\u968f\u7740\u65f6\u95f4\u7684\u63a8\u79fb\uff0c\u4e3a\u4e86\u586b\u8865\u7f3a\u53e3\uff0c\u7ec6\u80de\u5f00\u59cb\u8fc1\u79fb\uff0c\u53ef\u4ee5\u6d4b\u91cf\u7ec6\u80de\u8fc1\u79fb\u7684\u901f\u5ea6\u3002 <\/p>\n\n\n\n<p>\u7136\u540e\uff0c\u4e3a\u4e86\u6d4b\u91cf\u7ec6\u80de\u8fc1\u79fb\u901f\u5ea6\uff0c\u4ed6\u4eec\u9700\u8981\u83b7\u53d6\u56fe\u50cf\uff0c\u4e00\u5806\u7684\u56fe\u50cf\uff0c\u8fd9\u53c8\u662f\u5206\u6790\u7684\u4e00\u4e2a\u95ee\u9898\u6b65\u9aa4\uff0c\u56e0\u4e3a\u5b83\u9700\u8981\u4eba\u5de5\u6d4b\u91cf\u3002 <\/p>\n\n\n\n<p>\u5e78\u8fd0\u7684\u662f\uff0c\u4eca\u5929\u6211\u4eec\u6709\u5f88\u591a\u53ef\u7528\u7684\u6280\u672f\u6765\u6539\u8fdb\u548c\u5347\u7ea7\u6211\u4eec\u7684\u5206\u6790\u7ba1\u9053\uff0c\u4f7f\u79d1\u5b66\u5bb6\u80fd\u591f\u91c7\u7528\u66f4\u597d\u548c\u66f4\u4e2a\u6027\u5316\u7684\u65b9\u5f0f\u6765\u83b7\u5f97\u7ed3\u679c\u3002 <\/p>\n\n\n\n<p>\u5c31\u50cf\u52a0\u897f\u4e9a-\u798f\u8428\u548c\u52a0\u5c14\u6240\u505a\u7684\u90a3\u6837\u3002<\/p>\n\n\n\n<p>\u4eca\u5929\u6709\u53ef\u80fd\u627e\u5230\u5176\u4ed6\u5546\u4e1a\u548c\u975e\u5546\u4e1a\u7684\u5de5\u5177\u6765\u5904\u7406\u4f24\u53e3\u533a\u57df\u3002 <\/p>\n\n\n\n<p>\u4f46\u5b83\u4eec\u5e76\u4e0d\u50cfPyScratch\u90a3\u6837\u7b80\u5355\uff0c\u9700\u8981\u7528\u6237\u6709\u4e00\u5b9a\u7684\u7f16\u7a0b\u6c34\u5e73\uff0c\u8fd8\u9700\u8981\u7528\u6237\u5168\u65f6\u5173\u6ce8\uff0c\u4f7f\u5206\u6790\u66f4\u5bb9\u6613\u51fa\u73b0\u4eba\u4e3a\u9519\u8bef\uff0c\u518d\u52a0\u4e0a\u7814\u7a76\u4eba\u5458\u5206\u6790\u6240\u6709\u56fe\u7247\u548c\u6570\u636e\u7684\u65f6\u95f4\u3002<\/p>\n\n\n\n<p>\u5728\u8fd9\u7bc7\u6587\u7ae0\u4e2d\uff0c\u4f5c\u8005\u89e3\u91ca\u4e86\u8be5\u8f6f\u4ef6\u7684\u5de5\u4f5c\u539f\u7406\u3002\u4ece\u5b9e\u9a8c\u4e2d\u5236\u4f5c\u7684\u6240\u6709\u56fe\u7247\u4e2d\uff0c\u7528\u6237\u5f97\u5230\u4e00\u4e2a\u9017\u53f7\u5206\u9694\u7684\u6570\u503c\uff08.cvs\uff09\u6587\u4ef6\uff0c\u8fd9\u662f\u4e00\u4e2a\u4ee5\u7eaf\u6587\u672c\u5b58\u50a8\u8868\u683c\u6570\u636e\u7684\u8f93\u51fa\u3002 <\/p>\n\n\n\n<p>\u7136\u540e\u7528\u6237\u53ef\u4ee5\u5728\u4ed6\u4eec\u7684\u5e38\u89c4\u7a0b\u5e8f\u4e2d\u5904\u7406\u6570\u636e\u3002Garcia-Fossa\u8bf4\uff0c\u8be5\u7a0b\u5e8f\u662f\u5fc5\u4e0d\u53ef\u5c11\u7684\uff0c\u5bf9\u4e8e\u5979\u7684\u7855\u58eb\u8bba\u6587\u6765\u8bf4\uff0c\"\u8be5\u8f6f\u4ef6\u5c06\u8f93\u5165\u6570\u636e\u8f6c\u5316\u4e3a\u5177\u6709\u751f\u7269\u5b66\u610f\u4e49\u7684\u6570\u503c\uff0c\u5982\u7ec6\u80de\u8fc1\u79fb\u901f\u5ea6\u3002 <\/p>\n\n\n\n<p>\u6211\u80fd\u591f\u66f4\u597d\u5730\u5206\u6790\u6211\u7684\u7eb3\u7c73\u7c92\u5b50\u5bf9\u524d\u5217\u817a\u764c\u7ec6\u80de\u7684\u5f71\u54cd\uff0c\u5e76\u6d4b\u91cf\u7ec6\u80de\u8fc1\u79fb\u901f\u5ea6\uff0c\u4ee5\u53ca\u826f\u597d\u5c01\u95ed\u7684\u786e\u5207\u65f6\u95f4\uff0c\u8fd9\u90fd\u8981\u611f\u8c22PyScratch\u3002\"<\/p>\n\n\n\n<div class=\"wp-block-image\"><figure class=\"aligncenter size-large\"><a href=\"https:\/\/mindthegraph.com\/blog\/wp-content\/uploads\/2021\/01\/process.png\"><img decoding=\"async\" loading=\"lazy\" width=\"1024\" height=\"409\" src=\"https:\/\/mindthegraph.com\/blog\/wp-content\/uploads\/2021\/01\/process-1024x409.png\" alt=\"\" class=\"wp-image-12132\" srcset=\"https:\/\/mindthegraph.com\/blog\/wp-content\/uploads\/2021\/01\/process-1024x409.png 1024w, https:\/\/mindthegraph.com\/blog\/wp-content\/uploads\/2021\/01\/process-300x120.png 300w, https:\/\/mindthegraph.com\/blog\/wp-content\/uploads\/2021\/01\/process-768x307.png 768w, https:\/\/mindthegraph.com\/blog\/wp-content\/uploads\/2021\/01\/process-1536x614.png 1536w, https:\/\/mindthegraph.com\/blog\/wp-content\/uploads\/2021\/01\/process.png 1563w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/><\/a><\/figure><\/div>\n\n\n\n<p>\u5982\u679c\u4f60\u60f3\u4e3a\u4f60\u7684\u7814\u7a76\u5c1d\u8bd5PyScratch\uff0c\u8be5\u8f6f\u4ef6\u662f\u514d\u8d39\u63d0\u4f9b\u7684\uff0c\u79d1\u5b66\u754c\u7684\u6bcf\u4e2a\u4eba\u90fd\u53ef\u4ee5\u4f7f\u7528\u5b83\uff0c\u5e2e\u52a9Garcia-Fossa\u548cGaal\u589e\u5f3a\u548c\u6539\u8fdb\u8be5\u7a0b\u5e8f\u3002<\/p>\n\n\n\n<p>&nbsp;____<\/p>\n\n\n\n<p>\u5230\u76ee\u524d\u4e3a\u6b62\uff0c\u60a8\u7684Mind the Graph\u4f53\u9a8c\u5982\u4f55\uff1f\u8bf7\u5e2e\u52a9\u6211\u4eec\u6539\u8fdb\u6211\u4eec\u7684\u5e73\u53f0\uff0c\u4e3a\u60a8\u548c\u5176\u4ed6\u8bb8\u591a\u79d1\u5b66\u5bb6\u53d1\u5e03Mind the Graph\u7684\u8bc4\u8bba\u3002\u544a\u8bc9\u6211\u4eec\u4f60\u7684\u7ecf\u9a8c\uff0c\u53ea\u9700\u70b9\u51fb<a href=\"https:\/\/www.saashub.com\/mind-the-graph-reviews\/new\"> \u8fd9\u91cc<\/a>.&nbsp;<\/p>","protected":false},"excerpt":{"rendered":"<p>PyScratch\u662f\u4e00\u4e2a\u7528Python\u5b9e\u73b0\u7684\u65b0\u7684\u5f00\u6e90\u8f6f\u4ef6\uff0c\u7528\u4e8e\u8fc1\u79fb\u6570\u636e\u5206\u6790\uff0c\u5176\u7528\u6237\u53cb\u597d\u7684\u754c\u9762\u4f7f\u53ea\u6709\u5c11\u91cf\u6216\u6ca1\u6709\u7f16\u7a0b\u6280\u80fd\u7684\u79d1\u5b66\u5bb6\u80fd\u591f\u4f7f\u7528\u5b83\u3002\u8be5\u8f6f\u4ef6\u662f\u7531\u574e\u76ae\u7eb3\u65af\u5927\u5b66\u7eb3\u7c73\u7ec6\u80de\u76f8\u4e92\u4f5c\u7528\u5b9e\u9a8c\u5ba4\u7684\u4e09\u4f4d\u5df4\u897f\u79d1\u5b66\u5bb6\u4e8e2017\u5e74\u5408\u4f5c\u8bbe\u8ba1\u7684\u3002\u5b83\u662f[...]<\/p>","protected":false},"author":4,"featured_media":12133,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":[],"categories":[959,28],"tags":[817,554,964],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v19.9 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ 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