{"id":13325,"date":"2020-02-19T09:52:23","date_gmt":"2020-02-19T01:52:23","guid":{"rendered":"http:\/\/www.zhushiyao.com\/?p=13325"},"modified":"2020-02-19T09:56:14","modified_gmt":"2020-02-19T01:56:14","slug":"23bab25385","status":"publish","type":"post","link":"http:\/\/www.zhushiyao.com\/?p=13325","title":{"rendered":"2020\u5e741\u6708Github\u4e0a\u6700\u70ed\u95e8Python\u5f00\u6e90\u9879\u76ee\uff01"},"content":{"rendered":"
\n
<\/section>\n
\n

\u6765\u81ea\uff1a\u5f00\u6e90\u6700\u524d\u7ebf\uff08ID\uff1aOpenSourceTop\uff09\u00a0<\/strong><\/span><\/strong><\/span><\/strong><\/p>\n<\/blockquote>\n

1\u6708\u4efdGitHub\u4e0a\u6700\u70ed\u95e8\u7684Python<\/span>\u5f00\u6e90\u9879\u76ee\u6392\u884c\u5df2\u7ecf\u51fa\u7089\u5566\uff0c<\/span>\u4e00\u8d77\u6765\u770b\u770b\u4e0a\u699c\u8be6\u60c5\uff1a<\/span><\/p>\n

\u00a0<\/p>\n

\n
\n
1<\/section>\n
fastapi<\/section>\n<\/section>\n<\/section>\n

https:\/\/github.com\/tiangolo\/fastapi<\/span> Star 9051<\/span><\/p>\n

\u00a0<\/span><\/p>\n

FastAPI \u662f\u4e00\u4e2a Rails \u5e93\u7528\u6765\u5feb\u901f\u67e5\u8be2\u76f8\u4e92\u4f9d\u5b58\u7684\u6570\u636e\u96c6\u5408\u5e76\u8fd4\u56de\u65f6\u5019\u4eba\u7c7b\u9605\u8bfb\u7684\u3001\u6807\u51c6\u7684 API \u8f93\u51fa\u3002<\/span>\u901a\u8fc7\u6784\u9020\u590d\u6742\u7684 SQL \u67e5\u8be2\u5e76\u9ad8\u6548\u4f7f\u7528 JOIN \u548c\u5b50\u67e5\u8be2\u3002<\/span><\/p>\n

\u00a0<\/p>\n

\n
\n
2<\/section>\n
ALBERT<\/section>\n<\/section>\n<\/section>\n

https:\/\/github.com\/google-research\/ALBERT<\/span> Star 3802<\/span><\/p>\n

\u00a0<\/p>\n

ALBERT\u6a21\u578b\u662fBERT\u7684\u6539\u8fdb\u7248\uff0c\u4e0e\u6700\u8fd1\u5176\u4ed6State of the art\u7684\u6a21\u578b\u4e0d\u540c\u7684\u662f\uff0c\u8fd9\u6b21\u662f\u9884\u8bad\u7ec3\u5c0f\u6a21\u578b\uff0c\u6548\u679c\u66f4\u597d\u3001\u53c2\u6570\u66f4\u5c11\u3002<\/span>\u5b83\u5bf9BERT\u8fdb\u884c\u4e86\u4e09\u4e2a\u6539\u9020\uff1a<\/span><\/section>\n
    \n
  • \n
    \u8bcd\u5d4c\u5165\u5411\u91cf\u53c2\u6570\u7684\u56e0\u5f0f\u5206\u89e3<\/span><\/section>\n<\/li>\n
  • \n
    \u8de8\u5c42\u53c2\u6570\u5171\u4eab<\/span><\/section>\n<\/li>\n
  • \n
    \u6bb5\u843d\u8fde\u7eed\u6027\u4efb\u52a1<\/span><\/section>\n<\/li>\n<\/ul>\n

    \u00a0<\/p>\n

    \n
    \n
    3<\/section>\n
    spiderfoot<\/section>\n<\/section>\n<\/section>\n

    https:\/\/github.com\/smicallef\/spiderfoot <\/span>Star 3802<\/span><\/p>\n

    \u00a0<\/p>\n

    \"2020\u5e741\u6708Github\u4e0a\u6700\u70ed\u95e8Python\u5f00\u6e90\u9879\u76ee\uff01\"<\/p>\n

    \u00a0<\/p>\n

    SpiderFoot\u662f\u4e00\u4e2a\u514d\u8d39\u7684\u3001\u5f00\u6e90\u7684\u7f51\u7ad9\u4fe1\u606f\u6536\u96c6\u5de5\u5177\uff0c\u4f60\u53ef\u4ee5\u6839\u636e\u6307\u5b9a\u57df\u540d\u83b7\u5f97\u4fe1\u606f\uff0c\u5982\u7f51\u7ad9\u5b50\u57df\u3001\u7535\u5b50\u90ae\u4ef6\u5730\u5740\u3001web\u670d\u52a1\u5668\u7248\u672c\u7b49\u7b49\uff0c\u53ef\u4ee5\u5e2e\u52a9\u6e17\u900f\u6d4b\u8bd5\u4eba\u5458\u81ea\u52a8\u5316\u7684\u5b9e\u73b0\u7f51\u7ad9\u4fe1\u606f\u6536\u96c6\u3001\u8d44\u4ea7\u53d1\u73b0\u7684\u8fc7\u7a0b\uff0c\u63d0\u9ad8\u5de5\u4f5c\u6548\u7387<\/span>\u3002<\/section>\n

    \u00a0<\/p>\n

    \n
    \n
    4<\/section>\n
    JobFunnel<\/section>\n<\/section>\n<\/section>\n

    https:\/\/github.com\/PaulMcInnis\/JobFunnel\u00a0<\/span>Star 1244<\/span><\/p>\n

    \u00a0<\/p>\n

    \u6293\u53d6\u5de5\u4f5c\u7f51\u7ad9\uff0c\u8fc7\u6ee4\u548c\u68c0\u67e5\u5de5\u4f5c\u6e05\u5355\u7684\u5de5\u5177\uff0c\u53ef\u7528\u4e8e\u5c06\u804c\u4f4d\u53d1\u5e03\u722c\u5230.csv\u6587\u4ef6\u4e2d\u3002<\/span><\/p>\n

    \u00a0<\/p>\n

    \n
    \n
    5<\/section>\n
    SlowFast<\/section>\n<\/section>\n<\/section>\n

    https:\/\/github.com\/facebookresearch\/SlowFast<\/span>\u00a0Star 2005<\/span><\/p>\n

    <\/section>\n
    PySlowfast\u662f\u4e00\u4e2a\u57fa\u4e8ePyTorch\u7684\u4ee3\u7801\u5e93\uff0c \u8ba9\u7814\u7a76\u8005\u53ef\u4ee5\u8f7b\u800c\u6613\u4e3e\u7684\u590d\u73b0\u4ece\u57fa\u7840\u81f3\u524d\u6cbf\u7684\u89c6\u9891\u8bc6\u522b(Video Classification)\u548c\u884c\u4e3a\u68c0\u6d4b(Action Detection)\u7b97\u6cd5\u3002<\/span><\/section>\n

    \u00a0<\/p>\n

    \"2020\u5e741\u6708Github\u4e0a\u6700\u70ed\u95e8Python\u5f00\u6e90\u9879\u76ee\uff01\"<\/p>\n

    \u00a0<\/p>\n

    \u4e0d\u4f46\u5982\u6b64\uff0cPySlowFast\u4ee3\u7801\u5e93\u540c\u65f6\u5f00\u6e90\u4e86\u5927\u91cf\u9884\u8bad\u7ec3\u6a21\u578b(pretrain models)\uff0c\u8ba9\u7814\u7a76\u8005\u7701\u53bb\u4e86\u53cd\u590d\u8bad\u7ec3\u6a21\u578b\u7684\u70e6\u607c\uff0c\u53ef\u4ee5\u76f4\u63a5\u4f7f\u7528FAIR\u9884\u8bad\u7ec3\u7684\u524d\u6cbf(cutting edge performance)\u6a21\u578b\u3002<\/span>\u7531Facebook\u5f00\u6e90<\/span><\/section>\n

    \u00a0<\/p>\n

    \n
    \n
    6<\/section>\n
    system-design-primer<\/section>\n<\/section>\n<\/section>\n

    https:\/\/github.com\/donnemartin\/system-design-primer<\/span> Star 82155<\/span><\/p>\n

    \u00a0<\/span><\/p>\n

    \"2020\u5e741\u6708Github\u4e0a\u6700\u70ed\u95e8Python\u5f00\u6e90\u9879\u76ee\uff01\"<\/p>\n

    \u00a0<\/p>\n

    \u8be5\u9879\u76ee\u662f\u5173\u4e8e\u5982\u4f55\u8bbe\u8ba1\u5927\u578b\u7cfb\u7edf\uff0c\u4ee5\u53ca\u5982\u4f55\u5e94\u5bf9\u7cfb\u7edf\u8bbe\u8ba1\u9762\u8bd5\u3002<\/span>\u7cfb\u7edf\u8bbe\u8ba1\u662f\u4e00\u4e2a\u5f88\u5bbd\u6cdb\u7684\u8bdd\u9898\u3002<\/span>\u5728\u4e92\u8054\u7f51\u4e0a\uff0c\u5173\u4e8e\u7cfb\u7edf\u8bbe\u8ba1\u539f\u5219\u7684\u8d44\u6e90\u4e5f\u662f\u591a\u5982\u725b\u6bdb\u3002<\/span>\u8fd9\u4e2a\u4ed3\u5e93\u5c31\u662f\u8fd9\u4e9b\u8d44\u6e90\u7684\u7ec4\u7ec7\u6536\u96c6\uff0c\u5b83\u53ef\u4ee5\u5e2e\u52a9\u4f60\u5b66\u4e60\u5982\u4f55\u6784\u5efa\u53ef\u6269\u5c55\u7684\u7cfb\u7edf\u3002<\/span><\/p>\n

    \u00a0<\/p>\n

    \n
    \n
    7<\/section>\n
    ansible<\/section>\n<\/section>\n<\/section>\n

    https:\/\/github.com\/ansible\/ansible<\/span>\u00a0Star\u00a0 41269<\/span><\/p>\n

    \u00a0<\/p>\n

    Ansible\u662f\u4e00\u4e2a\u914d\u7f6e\u7ba1\u7406\u548c\u914d\u7f6e\u5de5\u5177\uff0c\u7c7b\u4f3c\u4e8eChef\uff0cPuppet\u6216Salt\u3002<\/span>\u8fd9\u662f\u4e00\u6b3e\u5f88\u7b80\u5355\u4e5f\u5f88\u5bb9\u6613\u5165\u95e8\u7684\u90e8\u7f72\u5de5\u5177\uff0c\u5b83\u4f7f\u7528SSH\u8fde\u63a5\u5230\u670d\u52a1\u5668\u5e76\u8fd0\u884c\u914d\u7f6e\u597d\u7684\u4efb\u52a1\uff0c\u670d\u52a1\u5668\u4e0a\u4e0d\u7528\u5b89\u88c5\u4efb\u4f55\u591a\u4f59\u7684\u8f6f\u4ef6\uff0c\u53ea\u9700\u8981\u5f00\u542fssh\uff0c\u6240\u6709\u5de5\u4f5c\u90fd\u4ea4\u7ed9client\u7aef\u7684ansible\u8d1f\u8d23\u3002<\/span><\/p>\n

    \u00a0<\/p>\n

    \n
    \n
    8<\/section>\n
    pandas<\/section>\n<\/section>\n<\/section>\n

    https:\/\/github.com\/pandas-dev\/pandas<\/span>\u00a0Star\u00a0 23377<\/span><\/p>\n

    \u00a0<\/p>\n

    \u00a0<\/p>\n

    \"2020\u5e741\u6708Github\u4e0a\u6700\u70ed\u95e8Python\u5f00\u6e90\u9879\u76ee\uff01\"<\/p>\n

    \u00a0<\/p>\n

    Pandas \u662fpython\u7684\u4e00\u4e2a\u6570\u636e\u5206\u6790\u5305\uff0c\u6700\u521d\u7531AQR Capital Management\u4e8e2008\u5e744\u6708\u5f00\u53d1\uff0c\u5e76\u4e8e2009\u5e74\u5e95\u5f00\u6e90\u51fa\u6765\uff0c\u76ee\u524d\u7531\u4e13\u6ce8\u4e8ePython\u6570\u636e\u5305\u5f00\u53d1\u7684PyData\u5f00\u53d1team\u7ee7\u7eed\u5f00\u53d1\u548c\u7ef4\u62a4\uff0c\u5c5e\u4e8ePyData\u9879\u76ee\u7684\u4e00\u90e8\u5206\u3002<\/span>Pandas\u6700\u521d\u88ab\u4f5c\u4e3a\u91d1\u878d\u6570\u636e\u5206\u6790\u5de5\u5177\u800c\u5f00\u53d1\u51fa\u6765\uff0c\u56e0\u6b64\uff0cpandas\u4e3a\u65f6\u95f4\u5e8f\u5217\u5206\u6790\u63d0\u4f9b\u4e86\u5f88\u597d\u7684\u652f\u6301\u3002<\/span>Pandas\u7684\u540d\u79f0\u6765\u81ea\u4e8e\u9762\u677f\u6570\u636e(panel data)\u548cpython\u6570\u636e\u5206\u6790(data analysis)\u3002<\/span>panel data\u662f\u7ecf\u6d4e\u5b66\u4e2d\u5173\u4e8e\u591a\u7ef4\u6570\u636e\u96c6\u7684\u4e00\u4e2a\u672f\u8bed\uff0c\u5728Pandas\u4e2d\u4e5f\u63d0\u4f9b\u4e86panel\u7684\u6570\u636e\u7c7b\u578b\u3002<\/span><\/p>\n

    \u00a0<\/p>\n

    \n
    \n
    9<\/section>\n
    GitHub-Chinese-Top-Charts<\/section>\n<\/section>\n<\/section>\n

    https:\/\/github.com\/kon9chunkit\/GitHub-Chinese-Top-Charts<\/span> Star 14343<\/span><\/p>\n

    \u00a0<\/p>\n

    GitHub\u4e2d\u6587\u6392\u884c\u699c\uff0c\u5e2e\u52a9\u4f60\u53d1\u73b0\u9ad8\u5206\u4f18\u79c0\u4e2d\u6587\u9879\u76ee\u3001\u66f4\u9ad8\u6548\u5730\u5438\u6536\u56fd\u4eba\u7684\u4f18\u79c0\u7ecf\u9a8c\u6210\u679c\uff1b<\/span>\u699c\u5355\u6bcf\u5468\u66f4\u65b0\u4e00\u6b21\u3002<\/span><\/section>\n

    \u00a0<\/p>\n

    \n
    \n
    10<\/section>\n
    mlflow<\/section>\n<\/section>\n<\/section>\n

    https:\/\/github.com\/mlflow\/mlflow<\/span>\u00a0<\/span>Star 5832<\/span><\/p>\n

    \u00a0<\/p>\n

    MLflow \u662f\u7531 Apache Spark \u6280\u672f\u56e2\u961f\u5f00\u6e90\u7684\u4e00\u4e2a\u673a\u5668\u5b66\u4e60\u5e73\u53f0\uff0c\u4e3b\u6253\u5f00\u653e\u6027\uff1a<\/span><\/p>\n

    \u5f00\u653e\u63a5\u53e3\uff1a<\/span>\u53ef\u4e0e\u4efb\u610f ML \u5e93\u3001\u7b97\u6cd5\u3001\u90e8\u7f72\u5de5\u5177\u6216\u7f16\u7a0b\u8bed\u8a00\u4e00\u8d77\u4f7f\u7528\u3002<\/span><\/p>\n

    \u5f00\u6e90\uff1a<\/span>\u5f00\u53d1\u8005\u53ef\u8f7b\u677e\u5730\u5bf9\u5176\u8fdb\u884c\u6269\u5c55\uff0c\u5e76\u8de8\u7ec4\u7ec7\u5171\u4eab\u5de5\u4f5c\u6d41\u6b65\u9aa4\u548c\u6a21\u578b\u3002<\/span><\/p>\n

    MLflow\u7684\u5f53\u524d\u7248\u672c\u662falpha\u7248\u672c\u3002<\/span>\u8fd9\u610f\u5473\u7740API\u548c\u6570\u636e\u683c\u5f0f\u53ef\u80fd\u4f1a\u53d1\u751f\u53d8\u5316\uff01<\/span><\/section>\n

    \u00a0<\/p>\n

    \n
    \n
    11<\/section>\n
    spinningup<\/section>\n<\/section>\n<\/section>\n

    https:\/\/github.com\/openai\/spinningu<\/span>p<\/span>\u00a0Star 4105<\/span><\/p>\n

    \u00a0<\/p>\n

    Spinning Up \u662f\u5927\u540d\u9f0e\u9f0e\u7684Open AI\u63a8\u51fa\u7684\u514d\u8d39\u5f3a\u5316\u5b66\u4e60\u6559\u5b66\u9879\u76ee\uff0c\u65e8\u5728\u964d\u4f4e\u5f3a\u5316\u5b66\u4e60\u7684\u95e8\u69db\uff0c\u8ba9<\/span>\u521d\u5b66\u8005\u80fd\u5728\u9879\u76ee\u5b9e\u8df5\u7684\u8fc7\u7a0b\u4e2d\u4e00\u6b65\u4e00\u6b65\u5faa\u5e8f\u6e10\u8fdb\u5730\u5b66\u4e60\u3002<\/span>\u9879\u76ee\u4e0d\u4ec5\u63d0\u4f9b\u4e86\u8be6\u7ec6\u7684\u7406\u8bba\u4ecb\u7ecd\uff0c\u540c\u65f6\u8fd8\u6709\u5b8c\u6574\u7684\u7ec3\u4e60\u4ee3\u7801\uff0c\u771f\u7684\u4e0d\u4e0d\u6127\u662f\u5b66\u4e60\u6df1\u5ea6\u5f3a\u5316\u5b66\u4e60\u7684\u826f\u5fc3\u4e4b\u4f5c\u3002<\/span><\/section>\n<\/div>\n\n\n

    \u8f6c\u81ea\uff1ahttps:\/\/mp.weixin.qq.com\/s\/rdfP0PNdz0OKOS7ZU1QdRw<\/p>\n","protected":false},"excerpt":{"rendered":"

    \u6765\u81ea\uff1a\u5f00\u6e90\u6700\u524d\u7ebf\uff08ID\uff1aOpenSourceTop\uff09\u00a0 1\u6708\u4efdGitHub\u4e0a\u6700\u70ed\u95e8\u7684Python\u5f00\u6e90\u9879\u76ee\u6392\u884c\u5df2 … \u7ee7\u7eed\u9605\u8bfb\u201c2020\u5e741\u6708Github\u4e0a\u6700\u70ed\u95e8Python\u5f00\u6e90\u9879\u76ee\uff01\u201d<\/span><\/a><\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":[],"categories":[2],"tags":[8],"_links":{"self":[{"href":"http:\/\/www.zhushiyao.com\/index.php?rest_route=\/wp\/v2\/posts\/13325"}],"collection":[{"href":"http:\/\/www.zhushiyao.com\/index.php?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"http:\/\/www.zhushiyao.com\/index.php?rest_route=\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"http:\/\/www.zhushiyao.com\/index.php?rest_route=\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"http:\/\/www.zhushiyao.com\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=13325"}],"version-history":[{"count":2,"href":"http:\/\/www.zhushiyao.com\/index.php?rest_route=\/wp\/v2\/posts\/13325\/revisions"}],"predecessor-version":[{"id":13333,"href":"http:\/\/www.zhushiyao.com\/index.php?rest_route=\/wp\/v2\/posts\/13325\/revisions\/13333"}],"wp:attachment":[{"href":"http:\/\/www.zhushiyao.com\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=13325"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"http:\/\/www.zhushiyao.com\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=13325"},{"taxonomy":"post_tag","embeddable":true,"href":"http:\/\/www.zhushiyao.com\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=13325"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}