帮助你和电子垃圾进行战斗的库。
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\u9ad8\u901f\u7aef\u53e3\u3002\n\u5b98\u7f51\n\n\nsanitize\uff1a\u4e3a\u6742\u4e71\u7684\u6570\u636e\u4e16\u754c\u5e26\u6765\u8c03\u7406\u6027\u3002\n\u5b98\u7f51\n\n\nsumy\uff1a\u4e00\u4e2a\u4e3a\u6587\u672c\u6587\u4ef6\u548c HTML \u9875\u9762\u8fdb\u884c\u81ea\u52a8\u6458\u8981\u7684\u6a21\u5757\u3002\n\u5b98\u7f51\n\n\ntextract\uff1a\u4ece\u4efb\u4f55\u683c\u5f0f\u7684\u6587\u6863\u4e2d\u63d0\u53d6\u6587\u672c\uff0cWord\uff0cPowerPoint\uff0cPDFs \u7b49\u7b49\u3002\n\u5b98\u7f51\n\n\n\n\n\u8868\u5355\n\n\n\u8fdb\u884c\u8868\u5355\u64cd\u4f5c\u7684\u5e93\u3002\n\n\n\n\nDeform\uff1aPython HTML \u8868\u5355\u751f\u6210\u5e93\uff0c\u53d7\u5230\u4e86 formish \u8868\u5355\u751f\u6210\u5e93\u7684\u542f\u53d1\u3002\n\u5b98\u7f51\n\n\ndjango-bootstrap3\uff1a\u96c6\u6210\u4e86 Bootstrap 3 \u7684 Django\u3002\n\u5b98\u7f51\n\n\ndjango-crispy-forms\uff1a\u4e00\u4e2a Django \u5e94\u7528\uff0c\u4ed6\u53ef\u4ee5\u8ba9\u4f60\u4ee5\u4e00\u79cd\u975e\u5e38\u4f18\u96c5\u4e14 DRY\uff08Don't repeat yourself\uff09 \u7684\u65b9\u5f0f\u6765\u521b\u5efa\u7f8e\u89c2\u7684\u8868\u5355\u3002\n\u5b98\u7f51\n\n\ndjango-remote-forms\uff1a\u4e00\u4e2a\u5e73\u53f0\u72ec\u7acb\u7684 Django \u8868\u5355\u5e8f\u5217\u5316\u5de5\u5177\u3002\n\u5b98\u7f51\n\n\nWTForms\uff1a\u4e00\u4e2a\u7075\u6d3b\u7684\u8868\u5355\u9a8c\u8bc1\u548c\u5448\u73b0\u5e93\u3002\n\u5b98\u7f51\n\n\nWTForms-JSON\uff1a\u4e00\u4e2a WTForms \u6269\u5c55\uff0c\u7528\u6765\u5904\u7406 JSON \u6570\u636e\u3002\n\u5b98\u7f51\n\n\n\n\n\u6570\u636e\u9a8c\u8bc1\n\n\n\u6570\u636e\u9a8c\u8bc1\u5e93\u3002\u591a\u7528\u4e8e\u8868\u5355\u9a8c\u8bc1\u3002\n\n\n\n\nCerberus\uff1a\u4e00\u4e2a\u6620\u5c04\u9a8c\u8bc1\u5668\uff08mappings-validator\uff09\u3002\u652f\u6301\u591a\u79cd\u89c4\u5219\uff0c\u63d0\u4f9b\u5f52\u4e00\u5316\u529f\u80fd\uff0c\u53ef\u4ee5\u65b9\u4fbf\u5730\u5b9a\u5236\u4e3a Python \u98ce\u683c\u7684 schema \u5b9a\u4e49\u3002\n\u5b98\u7f51\n\n\ncolander\uff1a\u4e00\u4e2a\u7528\u4e8e\u5bf9\u4ece XML, JSON\uff0cHTML \u8868\u5355\u83b7\u53d6\u7684\u6570\u636e\u6216\u5176\u4ed6\u540c\u6837\u7b80\u5355\u7684\u5e8f\u5217\u5316\u6570\u636e\u8fdb\u884c\u9a8c\u8bc1\u548c\u53cd\u5e8f\u5217\u5316\u7684\u7cfb\u7edf\u3002\n\u5b98\u7f51\n\n\nkmatch\uff1a\u4e00\u79cd\u7528\u4e8e\u5339\u914d/\u9a8c\u8bc1/\u7b5b\u9009 Python \u5b57\u5178\u7684\u8bed\u8a00\u3002\n\u5b98\u7f51\n\n\nschema\uff1a\u4e00\u4e2a\u7528\u4e8e\u5bf9 Python \u6570\u636e\u7ed3\u6784\u8fdb\u884c\u9a8c\u8bc1\u7684\u5e93\u3002\n\u5b98\u7f51\n \n\n\nSchematics\uff1a\u6570\u636e\u7ed3\u6784\u9a8c\u8bc1\u3002\n\u5b98\u7f51\n\n\nvalideer\uff1a\u8f7b\u91cf\u7ea7\u53ef\u6269\u5c55\u7684\u6570\u636e\u9a8c\u8bc1\u548c\u9002\u914d\u5e93\u3002\n\u5b98\u7f51\n\n\nvoluptuous\uff1a\u4e00\u4e2a Python \u6570\u636e\u9a8c\u8bc1\u5e93\u3002\u4e3b\u8981\u662f\u4e3a\u4e86\u9a8c\u8bc1\u4f20\u5165 Python \u7684 JSON\uff0cYAML \u7b49\u6570\u636e\u3002\n\u5b98\u7f51\n\n\njsonschema\uff1a\nJSON Schema\n\u7684python\u5b9e\u73b0\uff0c\u7528\u4e8eJSON\u6570\u636e\u7684\u9a8c\u8bc1\u3002\n\u5b98\u7f51\n\n\n\n\n\u53cd\u5783\u573e\u6280\u672f\n\n\n\u5e2e\u52a9\u4f60\u548c\u7535\u5b50\u5783\u573e\u8fdb\u884c\u6218\u6597\u7684\u5e93\u3002\n\n\n\n\ndjango-simple-captcha\uff1a\u4e00\u4e2a\u7b80\u5355\u3001\u9ad8\u5ea6\u53ef\u5b9a\u5236\u7684 Django \u5e94\u7528\uff0c\u53ef\u4ee5\u4e3a\u4efb\u4f55 Django \u8868\u5355\u6dfb\u52a0\u9a8c\u8bc1\u7801\u3002\n\u5b98\u7f51\n\n\ndjango-simple-spam-blocker\uff1a\u4e00\u4e2a\u7528\u4e8e Django \u7684\u7b80\u5355\u7684\u7535\u5b50\u5783\u573e\u5c4f\u853d\u5de5\u5177\u3002\n\u5b98\u7f51\n\n\n\n\n\u6807\u8bb0\n\n\n\u7528\u6765\u8fdb\u884c\u6807\u8bb0\u7684\u5e93\u3002\n\n\n\n\ndjango-taggit\uff1a\u7b80\u5355\u7684 Django \u6807\u8bb0\u5de5\u5177\u3002\n\u5b98\u7f51\n\n\n\n\n\u7ba1\u7406\u9762\u677f\n\n\n\u7ba1\u7406\u754c\u9762\u5e93\u3002\n\n\n\n\nAjenti\uff1a\u4e00\u4e2a\u4f60\u7684\u670d\u52a1\u5668\u503c\u5f97\u62e5\u6709\u7684\u7ba1\u7406\u9762\u677f\u3002\n\u5b98\u7f51\n\n\ndjango-suit\uff1aDjango \u7ba1\u7406\u754c\u9762\u7684\u4e00\u4e2a\u66ff\u4ee3\u54c1 (\u4ec5\u5bf9\u4e8e\u975e\u5546\u4e1a\u7528\u9014\u662f\u514d\u8d39\u7684)\u3002\n\u5b98\u7f51\n\n\ndjango-xadmin\uff1aDjango admin \u7684\u4e00\u4e2a\u66ff\u4ee3\u54c1\uff0c\u5177\u6709\u5f88\u591a\u4e0d\u9519\u7684\u529f\u80fd\u3002\n\u5b98\u7f51\n\n\nflask-admin\uff1a\u4e00\u4e2a\u7528\u4e8e Flask \u7684\u7b80\u5355\u53ef\u6269\u5c55\u7684\u7ba1\u7406\u754c\u9762\u6846\u67b6\u3002\n\u5b98\u7f51\n\n\nflower\uff1a\u4e00\u4e2a\u5bf9 Celery \u96c6\u7fa4\u8fdb\u884c\u5b9e\u65f6\u76d1\u63a7\u548c\u63d0\u4f9b web \u7ba1\u7406\u754c\u9762\u7684\u5de5\u5177\u3002\n\u5b98\u7f51\n\n\nGrappelli\uff1aDjango \u7ba1\u7406\u754c\u9762\u7684\u4e00\u4e2a\u6f02\u4eae\u7684\u76ae\u80a4\u3002\n\u5b98\u7f51\n \n\n\nWooey\uff1a\u4e00\u4e2a Django \u5e94\u7528\uff0c\u53ef\u4ee5\u4e3a Python \u811a\u672c\u521b\u5efa web \u7528\u6237\u754c\u9762\u3002\n\u5b98\u7f51\n\n\n\n\n\u9759\u6001\u7ad9\u70b9\u751f\u6210\u5668\n\n\n\u9759\u6001\u7ad9\u70b9\u751f\u6210\u5668\u662f\u4e00\u4e2a\u8f6f\u4ef6\uff0c\u5b83\u628a\u6587\u672c\u548c\u6a21\u677f\u4f5c\u4e3a\u8f93\u5165\uff0c\u7136\u540e\u8f93\u51fa HTML \u6587\u4ef6\u3002\n\n\n\n\nPelican\uff1a\u4f7f\u7528 Markdown \u6216 ReST \u6765\u5904\u7406\u5185\u5bb9\uff0c Jinja 2 \u6765\u5236\u4f5c\u4e3b\u9898\u3002\u652f\u6301 DVCS, Disqus.\u3002AGPL \u8bb8\u53ef\u3002\n\u5b98\u7f51\n\n\nCactus\uff1a\u4e3a\u8bbe\u8ba1\u5e08\u8bbe\u8ba1\u7684\u9759\u6001\u7ad9\u70b9\u751f\u6210\u5668\u3002\n\u5b98\u7f51\n \n\n\nHyde\uff1a\u57fa\u4e8e Jinja2 \u7684\u9759\u6001\u7ad9\u70b9\u751f\u6210\u5668\u3002\n\u5b98\u7f51\n\n\nNikola\uff1a\u4e00\u4e2a\u9759\u6001\u7f51\u7ad9\u548c\u535a\u5ba2\u751f\u6210\u5668\u3002\n\u5b98\u7f51\n\n\nTinkerer\uff1aTinkerer \u662f\u4e00\u4e2a\u535a\u5ba2\u5f15\u64ce/\u9759\u6001\u7ad9\u70b9\u751f\u6210\u5668\uff0c\u7531 Sphinx \u9a71\u52a8\u3002\n\u5b98\u7f51\n\n\nLektor\uff1a\u4e00\u4e2a\u7b80\u5355\u6613\u7528\u7684\u9759\u6001 CMS \u548c\u535a\u5ba2\u5f15\u64ce\u3002\n\u5b98\u7f51\n\n\n\n\n\u8fdb\u7a0b\n\n\n\u64cd\u4f5c\u7cfb\u7edf\u8fdb\u7a0b\u542f\u52a8\u53ca\u901a\u4fe1\u5e93\u3002\n\n\n\n\nenvoy\uff1a\u6bd4 Python \nsubprocess\n \u6a21\u5757\u66f4\u4eba\u6027\u5316\u3002\n\u5b98\u7f51\n\n\nsarge\uff1a\u53e6\u4e00 \u79cd subprocess \u6a21\u5757\u7684\u5c01\u88c5\u3002\n\u5b98\u7f51\n\n\nsh\uff1a\u4e00\u4e2a\u5b8c\u5907\u7684 subprocess \u66ff\u4ee3\u5e93\u3002\n\u5b98\u7f51\n\n\n\n\n\u5e76\u53d1\u548c\u5e76\u884c\n\n\n\u7528\u4ee5\u8fdb\u884c\u5e76\u53d1\u548c\u5e76\u884c\u64cd\u4f5c\u7684\u5e93\u3002\n\n\n\n\nmultiprocessing\uff1a(Python \u6807\u51c6\u5e93) \u57fa\u4e8e\u8fdb\u7a0b\u7684\u201c\u7ebf\u7a0b\u201d\u63a5\u53e3\u3002\n\u5b98\u7f51\n\n\nthreading\uff1a(Python \u6807\u51c6\u5e93)\u66f4\u9ad8\u5c42\u7684\u7ebf\u7a0b\u63a5\u53e3\u3002\n\u5b98\u7f51\n\n\neventlet\uff1a\u652f\u6301 WSGI \u7684\u5f02\u6b65\u6846\u67b6\u3002\n\u5b98\u7f51\n\n\ngevent\uff1a\u4e00\u4e2a\u57fa\u4e8e\u534f\u7a0b\u7684 Python \u7f51\u7edc\u5e93\uff0c\u4f7f\u7528 \ngreenlet\n\u3002\n\u5b98\u7f51\n\n\nTomorrow\uff1a\u7528\u4e8e\u4ea7\u751f\u5f02\u6b65\u4ee3\u7801\u7684\u795e\u5947\u7684\u88c5\u9970\u5668\u8bed\u6cd5\u5b9e\u73b0\u3002\n\u5b98\u7f51\n\n\nuvloop\uff1a\u5728 libuv \u4e4b\u4e0a\u8d85\u5feb\u901f\u5b9e\u73b0 asyncio \u4e8b\u4ef6\u5faa\u73af\u3002\n\u5b98\u7f51\n\n\n\n\n\u7f51\u7edc\n\n\n\u7528\u4e8e\u7f51\u7edc\u7f16\u7a0b\u7684\u5e93\u3002\n\n\n\n\nasyncio\uff1a(Python \u6807\u51c6\u5e93) \u5f02\u6b65 I/O, \u4e8b\u4ef6\u5faa\u73af, \u534f\u7a0b\u4ee5\u53ca\u4efb\u52a1\u3002\n\u5b98\u7f51\n\n\nTwisted\n\uff1a\u4e00\u4e2a\u4e8b\u4ef6\u9a71\u52a8\u7684\u7f51\u7edc\u5f15\u64ce\u3002\n\u5b98\u7f51\n\n\npulsar\uff1a\u4e8b\u4ef6\u9a71\u52a8\u7684\u5e76\u53d1\u6846\u67b6\u3002\n\u5b98\u7f51\n\n\ndiesel\uff1a\u57fa\u4e8e Greenlet \u7684\u4e8b\u4ef6 I/O \u6846\u67b6\u3002\n\u5b98\u7f51\n\n\npyzmq\uff1a\u4e00\u4e2a ZeroMQ \u6d88\u606f\u5e93\u7684 Python \u5c01\u88c5\u3002\n\u5b98\u7f51\n\n\nToapi\uff1a\u4e00\u4e2a\u8f7b\u5de7\uff0c\u7b80\u5355\uff0c\u5feb\u901f\u7684 Flask \u5e93\uff0c\u81f4\u529b\u4e8e\u4e3a\u6240\u6709\u7f51\u7ad9\u63d0\u4f9b API \u670d\u52a1\u3002\n\u5b98\u7f51\n\n\ntxZMQ\uff1a\u57fa\u4e8e Twisted \u7684 ZeroMQ \u6d88\u606f\u5e93\u7684 Python \u5c01\u88c5\u3002\n\u5b98\u7f51\n\n\n\n\nWebSocket\n\n\n\u5e2e\u52a9\u4f7f\u7528 WebSocket \u7684\u5e93\u3002\n\n\n\n\nAutobahnPython\uff1a\u7ed9 Python \u3001\u4f7f\u7528\u7684 WebSocket \n WAMP \u57fa\u4e8e Twisted \u548c \nasyncio\n\u3002\n\u5b98\u7f51\n\n\nCrossbar\uff1a\u5f00\u6e90\u7edf\u4e00\u5e94\u7528\u8def\u7531(Websocket \n WAMP for Python on Autobahn)\u3002\n\u5b98\u7f51\n\n\ndjango-socketio\uff1a\u7ed9 Django \u7528\u7684 WebSockets\u3002\n\u5b98\u7f51\n\n\nWebSocket-for-Python\uff1a\u4e3a Python2/3 \u4ee5\u53ca PyPy \u7f16\u5199\u7684 WebSocket \u5ba2\u6237\u7aef\u548c\u670d\u52a1\u5668\u5e93\u3002\n\u5b98\u7f51\n\n\n\n\nWSGI \u670d\u52a1\u5668\n\n\n\u517c\u5bb9 WSGI \u7684 web \u670d\u52a1\u5668\n\n\n\n\ngunicorn\uff1aPre-forked, \u90e8\u5206\u662f\u7531 C \u8bed\u8a00\u7f16\u5199\u7684\u3002\n\u5b98\u7f51\n\n\nuwsgi\uff1auwsgi \u9879\u76ee\u7684\u76ee\u7684\u662f\u5f00\u53d1\u4e00\u7ec4\u5168\u6808\u5de5\u5177\uff0c\u7528\u6765\u5efa\u7acb\u6258\u7ba1\u670d\u52a1\uff0c \u7531 C \u8bed\u8a00\u7f16\u5199\u3002\n\u5b98\u7f51\n\n\nbjoern\n\uff1a\u5f02\u6b65\uff0c\u975e\u5e38\u5feb\u901f\uff0c\u7531 C \u8bed\u8a00\u7f16\u5199\u3002\n\u5b98\u7f51\n\n\nfapws3\uff1a\u5f02\u6b65 (\u4ec5\u5bf9\u4e8e\u7f51\u7edc\u7aef)\uff0c\u7531 C \u8bed\u8a00\u7f16\u5199\u3002\n\u5b98\u7f51\n\n\nmeinheld\uff1a\u5f02\u6b65\uff0c\u90e8\u5206\u662f\u7531 C \u8bed\u8a00\u7f16\u5199\u7684\u3002\n\u5b98\u7f51\n\n\nnetius\uff1a\u5f02\u6b65\uff0c\u975e\u5e38\u5feb\u901f\u3002\n\u5b98\u7f51\n\n\npaste\uff1a\u591a\u7ebf\u7a0b\uff0c\u7a33\u5b9a\uff0c\u4e45\u7ecf\u8003\u9a8c\u3002\n\u5b98\u7f51\n\n\nrocket\uff1a\u591a\u7ebf\u7a0b\u3002\n\u5b98\u7f51\n\n\nwaitress\uff1a\u591a\u7ebf\u7a0b, \u662f\u5b83\u9a71\u52a8\u7740 Pyramid \u6846\u67b6\u3002\n\u5b98\u7f51\n\n\nWerkzeug\uff1a\u4e00\u4e2a WSGI \u5de5\u5177\u5e93\uff0c\u9a71\u52a8\u7740 Flask \uff0c\u800c\u4e14\u53ef\u4ee5\u5f88\u65b9\u4fbf\u5927\u5d4c\u5165\u5230\u4f60\u7684\u9879\u76ee\u4e2d\u53bb\u3002\n\u5b98\u7f51\n\n\n\n\nRPC \u670d\u52a1\u5668\n\n\n\u517c\u5bb9 RPC \u7684\u670d\u52a1\u5668\u3002\n\n\n\n\nSimpleJSONRPCServer\uff1a\u8fd9\u4e2a\u5e93\u662f JSON-RPC \u89c4\u8303\u7684\u4e00\u4e2a\u5b9e\u73b0\u3002\n\u5b98\u7f51\n\n\nSimpleXMLRPCServer\uff1a(Python \u6807\u51c6\u5e93) \u7b80\u5355\u7684 XML-RPC \u670d\u52a1\u5668\u5b9e\u73b0\uff0c\u5355\u7ebf\u7a0b\u3002\n\u5b98\u7f51\n\n\nzeroRPC\uff1azerorpc \u662f\u4e00\u4e2a\u7075\u6d3b\u7684 RPC \u5b9e\u73b0\uff0c\u57fa\u4e8e ZeroMQ \u548c MessagePack\u3002\n\u5b98\u7f51\n\n\n\n\n\u5bc6\u7801\u5b66\n\n\n\n\ncryptography\uff1a\u8fd9\u4e2a\u8f6f\u4ef6\u5305\u610f\u5728\u63d0\u4f9b\u5bc6\u7801\u5b66\u57fa\u672c\u5185\u5bb9\u548c\u65b9\u6cd5\u63d0\u4f9b\u7ed9 Python \u5f00\u53d1\u8005\u3002\n\u5b98\u7f51\n\n\nhashids\uff1a\u5728 Python \u4e2d\u5b9e\u73b0 \nhashids\n \u3002\n\u5b98\u7f51\n\n\nParamiko\uff1aSSHv2 \u534f\u8bae\u7684 Python (2.6+, 3.3+) \uff0c\u63d0\u4f9b\u5ba2\u6237\u7aef\u548c\u670d\u52a1\u7aef\u7684\u529f\u80fd\u3002\n\u5b98\u7f51\n\n\nPasslib\uff1a\u5b89\u5168\u5bc6\u7801\u5b58\u50a8\uff0f\u54c8\u5e0c\u5e93\uff0c\n\u5b98\u7f51\n\n\nPyCrypto\uff1aPython \u5bc6\u7801\u5b66\u5de5\u5177\u7bb1\u3002\n\u5b98\u7f51\n\n\nPyNacl\uff1a\u7f51\u7edc\u548c\u5bc6\u7801\u5b66(NaCl) \u5e93\u7684 Python \u7ed1\u5b9a\u3002\n\u5b98\u7f51\n\n\n\n\n\u56fe\u5f62\u7528\u6237\u754c\u9762\n\n\n\u7528\u6765\u521b\u5efa\u56fe\u5f62\u7528\u6237\u754c\u9762\u7a0b\u5e8f\u7684\u5e93\u3002\n\n\n\n\ncurses\uff1a\u5185\u5efa\u7684 \nncurses\n \u5c01\u88c5\uff0c\u7528\u6765\u521b\u5efa\u7ec8\u7aef\u56fe\u5f62\u7528\u6237\u754c\u9762\u3002\n\u5b98\u7f51\n\n\nenaml\uff1a\u4f7f\u7528\u7c7b\u4f3c QML \u7684 Declaratic \u8bed\u6cd5\u6765\u521b\u5efa\u7f8e\u89c2\u7684\u7528\u6237\u754c\u9762\u3002\n\u5b98\u7f51\n\n\nkivy\n\uff1a\u4e00\u4e2a\u7528\u6765\u521b\u5efa\u81ea\u7136\u7528\u6237\u4ea4\u4e92\uff08NUI\uff09\u5e94\u7528\u7a0b\u5e8f\u7684\u5e93\uff0c\u53ef\u4ee5\u8fd0\u884c\u5728 Windows, Linux, Mac OS X, Android \u4ee5\u53ca iOS \u5e73\u53f0\u4e0a\u3002\n\u5b98\u7f51\n\n\npyglet\uff1a\u4e00\u4e2a Python \u7684\u8de8\u5e73\u53f0\u7a97\u53e3\u53ca\u591a\u5a92\u4f53\u5e93\u3002\n\u5b98\u7f51\n\n\nPyQt\uff1a\u8de8\u5e73\u53f0\u7528\u6237\u754c\u9762\u6846\u67b6 \nQt\n \u7684 Python \u7ed1\u5b9a \uff0c\u652f\u6301 Qt v4 \u548c Qt v5\u3002\n\u5b98\u7f51\n\n\nPySide\uff1a\u8de8\u5e73\u53f0\u7528\u6237\u754c\u9762\u6846\u67b6 \nQt\n \u7684 Python \u7ed1\u5b9a \uff0c\u652f\u6301 Qt v4\u3002\n\u5b98\u7f51\n\n\nTkinter\uff1aTkinter \u662f Python GUI \u7684\u4e00\u4e2a\u4e8b\u5b9e\u6807\u51c6\u5e93\u3002\n\u5b98\u7f51\n\n\nToga\uff1a\u4e00\u4e2a Python \u539f\u751f\u7684, \u64cd\u4f5c\u7cfb\u7edf\u539f\u751f\u7684 GUI \u5de5\u5177\u5305\u3002\n\u5b98\u7f51\n\n\nurwid\uff1a\u4e00\u4e2a\u7528\u6765\u521b\u5efa\u7ec8\u7aef GUI \u5e94\u7528\u7684\u5e93\uff0c\u652f\u6301\u7ec4\u4ef6\uff0c\u4e8b\u4ef6\u548c\u4e30\u5bcc\u7684\u8272\u5f69\u7b49\u3002\n\u5b98\u7f51\n\n\nwxPython\uff1awxPython \u662f wxWidgets C++ \u7c7b\u5e93\u548c Python \u8bed\u8a00\u6df7\u5408\u7684\u4ea7\u7269\u3002\n\u5b98\u7f51\n\n\nPyGObject\uff1aGLib/GObject/GIO/GTK+ (GTK+3) \u7684 Python \u7ed1\u5b9a\u3002\n\u5b98\u7f51\n\n\nFlexx\uff1aFlexx \u662f\u4e00\u4e2a\u7eaf Python \u8bed\u8a00\u7f16\u5199\u7684\u7528\u6765\u521b\u5efa GUI \u7a0b\u5e8f\u7684\u5de5\u5177\u96c6\uff0c\u5b83\u4f7f\u7528 web \u6280\u672f\u8fdb\u884c\u754c\u9762\u7684\u5c55\u793a\u3002\n\u5b98\u7f51\n\n\n\n\n\u6e38\u620f\u5f00\u53d1\n\n\n\u8d85\u8d5e\u7684\u6e38\u620f\u5f00\u53d1\u5e93\u3002\n\n\n\n\nCocos2d\uff1acocos2d \u662f\u4e00\u4e2a\u7528\u6765\u5f00\u53d1 2D \u6e38\u620f\uff0c \u793a\u4f8b\u548c\u5176\u4ed6\u56fe\u5f62/\u4ea4\u4e92\u5e94\u7528\u7684\u6846\u67b6\u3002\u57fa\u4e8e pyglet\u3002\n\u5b98\u7f51\n\n\nPanda3D\uff1a\u7531\u8fea\u58eb\u5c3c\u5f00\u53d1\u7684 3D \u6e38\u620f\u5f15\u64ce\uff0c\u5e76\u7531\u5361\u5185\u57fa\u6885\u9647\u5a31\u4e50\u6280\u672f\u4e2d\u5fc3\u8d1f\u8d23\u7ef4\u62a4\u3002\u4f7f\u7528 C++ \u7f16\u5199, \u9488\u5bf9 Python \u8fdb\u884c\u4e86\u5b8c\u5168\u7684\u5c01\u88c5\u3002\n\u5b98\u7f51\n\n\nPygame\uff1aPygame \u662f\u4e00\u7ec4 Python \u6a21\u5757\uff0c\u7528\u6765\u7f16\u5199\u6e38\u620f\u3002\n\u5b98\u7f51\n\n\nPyOgre\uff1aOgre 3D \u6e32\u67d3\u5f15\u64ce\u7684 Python \u7ed1\u5b9a\uff0c\u53ef\u4ee5\u7528\u6765\u5f00\u53d1\u6e38\u620f\u548c\u4eff\u771f\u7a0b\u5e8f\u7b49\u4efb\u4f55 3D \u5e94\u7528\u3002\n\u5b98\u7f51\n\n\nPyOpenGL\uff1aOpenGL \u7684 Python \u7ed1\u5b9a\u53ca\u5176\u76f8\u5173 APIs\u3002\n\u5b98\u7f51\n\n\nPySDL2\uff1aSDL2 \u5e93\u7684\u5c01\u88c5\uff0c\u57fa\u4e8e ctypes\u3002\n\u5b98\u7f51\n\n\nRenPy\uff1a\u4e00\u4e2a\u89c6\u89c9\u5c0f\u8bf4\uff08visual novel\uff09\u5f15\u64ce\u3002\n\u5b98\u7f51\n\n\n\n\n\u65e5\u5fd7\n\n\n\u7528\u6765\u751f\u6210\u548c\u64cd\u4f5c\u65e5\u5fd7\u7684\u5e93\u3002\n\n\n\n\nlogging\uff1a(Python \u6807\u51c6\u5e93) \u4e3a Python \u63d0\u4f9b\u65e5\u5fd7\u529f\u80fd\u3002\n\u5b98\u7f51\n\n\nlogbook\uff1aLogging \u5e93\u7684\u66ff\u4ee3\u54c1\u3002\n\u5b98\u7f51\n\n\nEliot\uff1a\u4e3a\u590d\u6742\u7684\u548c\u5206\u5e03\u5f0f\u7cfb\u7edf\u521b\u5efa\u65e5\u5fd7\u3002\n\u5b98\u7f51\n\n\nRaven\uff1aSentry \u7684 Python \u5ba2\u6237\u7aef\u3002\n\u5b98\u7f51\n\n\nSentry\uff1a\u5b9e\u65f6\u8bb0\u5f55\u548c\u6536\u96c6\u65e5\u5fd7\u7684\u670d\u52a1\u5668\u3002\n\u5b98\u7f51\n\n\n\n\n\u6d4b\u8bd5\n\n\n\u8fdb\u884c\u4ee3\u7801\u5e93\u6d4b\u8bd5\u548c\u751f\u6210\u6d4b\u8bd5\u6570\u636e\u7684\u5e93\u3002\n\n\n\n\n\u6d4b\u8bd5\u6846\u67b6\n\n\nunittest\uff1a(Python \u6807\u51c6\u5e93) \u5355\u5143\u6d4b\u8bd5\u6846\u67b6\u3002\n\u5b98\u7f51\n\n\nnose\uff1anose \u6269\u5c55\u4e86 unittest \u7684\u529f\u80fd\u3002\n\u5b98\u7f51\n\n\ncontexts\uff1a\u4e00\u4e2a Python 3.3+ \u7684 BDD \u6846\u67b6\u3002\u53d7\u5230 C# \u2013 Machine.Specifications \u7684\u542f\u53d1\u3002\n\u5b98\u7f51\n\n\nhypothesis\uff1aHypothesis \u662f\u4e00\u4e2a\u57fa\u4e8e\u5148\u8fdb\u7684 Quickcheck \u98ce\u683c\u7279\u6027\u7684\u6d4b\u8bd5\u5e93\u3002\n\u5b98\u7f51\n\n\nmamba\uff1aPython \u7684\u7ec8\u6781\u6d4b\u8bd5\u5de5\u5177\uff0c \u62e5\u62a4 BDD\u3002\n\u5b98\u7f51\n\n\nPyAutoGUI\uff1aPyAutoGUI \u662f\u4e00\u4e2a\u4eba\u6027\u5316\u7684\u8de8\u5e73\u53f0 GUI \u81ea\u52a8\u6d4b\u8bd5\u6a21\u5757\u3002\n\u5b98\u7f51\n\n\npyshould\uff1aShould \u98ce\u683c\u7684\u65ad\u8a00\uff0c\u57fa\u4e8e \nPyHamcrest\n\u3002\n\u5b98\u7f51\n\n\npytest\uff1a\u4e00\u4e2a\u6210\u719f\u7684\u5168\u529f\u80fd Python \u6d4b\u8bd5\u5de5\u5177\u3002\n\u5b98\u7f51\n\n\ngreen\uff1a\u5e72\u51c0\uff0c\u591a\u5f69\u7684\u6d4b\u8bd5\u5de5\u5177\u3002\n\u5b98\u7f51\n\n\npyvows\uff1aBDD \u98ce\u683c\u7684\u6d4b\u8bd5\u5de5\u5177\uff0c\u53d7 Vows.js \u7684\u542f\u53d1\u3002\n\u5b98\u7f51\n\n\nRobot Framework\uff1a\u4e00\u4e2a\u901a\u7528\u7684\u81ea\u52a8\u5316\u6d4b\u8bd5\u6846\u67b6\u3002\n\u5b98\u7f51\n\n\n\n\n\n\nWeb \u6d4b\u8bd5\n\n\nSelenium\uff1a\nSelenium\n WebDriver \u7684 Python \u7ed1\u5b9a\u3002\n\u5b98\u7f51\n\n\nlocust\uff1a\u4f7f\u7528 Python \u7f16\u5199\u7684\uff0c\u53ef\u6269\u5c55\u7684\u7528\u6237\u52a0\u8f7d\u6d4b\u8bd5\u5de5\u5177\u3002\n\u5b98\u7f51\n\n\nsixpack\uff1a\u4e00\u4e2a\u548c\u8bed\u8a00\u65e0\u5173\u7684 A/B \u6d4b\u8bd5\u6846\u67b6\u3002\n\u5b98\u7f51\n\n\nsplinter\uff1a\u5f00\u6e90\u7684 web \u5e94\u7528\u6d4b\u8bd5\u5de5\u5177\u3002\n\u5b98\u7f51\n\n\n\n\n\n\nMock \u6d4b\u8bd5\n\n\nmock\uff1a(Python \u6807\u51c6\u5e93) \u4e00\u4e2a\u7528\u4e8e\u4f2a\u9020\u6d4b\u8bd5\u7684\u5e93\u3002\n\u5b98\u7f51\n\n\ndoublex\uff1aPython \u7684\u4e00\u4e2a\u529f\u80fd\u5f3a\u5927\u7684 doubles \u00a0\u6d4b\u8bd5\u6846\u67b6\u3002\n\u5b98\u7f51\n\n\nfreezegun\uff1a\u901a\u8fc7\u4f2a\u9020\u65e5\u671f\u6a21\u5757\u6765\u751f\u6210\u4e0d\u540c\u7684\u65f6\u95f4\u3002\n\u5b98\u7f51\n\n\nhttmock\uff1a\u9488\u5bf9 Python 2.6+ \u548c 3.2+ \u751f\u6210 \u4f2a\u9020\u8bf7\u6c42\u7684\u5e93\u3002\n\u5b98\u7f51\n\n\nhttpretty\uff1aPython \u7684 HTTP \u8bf7\u6c42 mock \u5de5\u5177\u3002\n\u5b98\u7f51\n\n\nresponses\uff1a\u4f2a\u9020 Python \u4e2d\u7684 requests \u5e93\u7684\u4e00\u4e2a\u901a\u7528\u5e93\u3002\n\u5b98\u7f51\n\n\nVCR.py\uff1a\u5728\u4f60\u7684\u6d4b\u8bd5\u4e2d\u8bb0\u5f55\u548c\u91cd\u653e HTTP \u4ea4\u4e92\u3002\n\u5b98\u7f51\n\n\n\n\n\n\n\u5bf9\u8c61\u5de5\u5382\n\n\nfactoryboy\uff1a\u4e00\u4e2a Python \u7528\u7684\u6d4b\u8bd5\u56fa\u4ef6 (test fixtures) \u66ff\u4ee3\u5e93\u3002\n\u5b98\u7f51\n\n\nmixer\uff1a\u53e6\u5916\u4e00\u4e2a\u6d4b\u8bd5\u56fa\u4ef6 (test fixtures) \u66ff\u4ee3\u5e93\uff0c\u652f\u6301 Django, Flask, SQLAlchemy, Peewee \u7b49\u3002\n\u5b98\u7f51\n\n\nmodelmommy\uff1a\u4e3a Django \u6d4b\u8bd5\u521b\u5efa\u968f\u673a\u56fa\u4ef6\u3002\n\u5b98\u7f51\n\n\n\n\n\n\n\u4ee3\u7801\u8986\u76d6\u7387\n\n\ncoverage\uff1a\u4ee3\u7801\u8986\u76d6\u7387\u6d4b\u91cf\u3002\n\u5b98\u7f51\n\n\nCodecov\uff1a\u4e00\u4e2a\u4ee3\u7801\u8986\u76d6\u7387\u6d4b\u8bd5\u5de5\u5177\uff0c\u4e3a\u5f00\u6e90\u9879\u76ee\u63d0\u4f9b\u514d\u8d39\u4ee3\u7801\u8986\u76d6\u7387\u6d4b\u8bd5\u670d\u52a1\u3002\n\u5b98\u7f51\n\n\n\n\n\n\n\u4f2a\u6570\u636e\n\n\nfaker\uff1a\u4e00\u4e2a Python \u5e93\uff0c\u7528\u6765\u751f\u6210\u4f2a\u6570\u636e\u3002\n\u5b98\u7f51\n\n\nfake2db\uff1a\u4f2a\u6570\u636e\u5e93\u751f\u6210\u5668\u3002\n\u5b98\u7f51\n\n\nradar\uff1a\u751f\u6210\u968f\u673a\u7684\u65e5\u671f/\u65f6\u95f4\u3002\n\u5b98\u7f51\n\n\n\n\n\n\n\u9519\u8bef\u5904\u7406\n\n\nFuckIt.py\uff1aFuckIt.py \u4f7f\u7528\u6700\u5148\u8fdb\u7684\u6280\u672f\u6765\u4fdd\u8bc1\u4f60\u7684 Python \u4ee3\u7801\u65e0\u8bba\u5bf9\u9519\u90fd\u80fd\u7ee7\u7eed\u8fd0\u884c\u3002\n\u5b98\u7f51\n\n\n\n\n\n\n\n\n\u4ee3\u7801\u5206\u6790\u548c Lint \u5de5\u5177\n\n\n\u8fdb\u884c\u4ee3\u7801\u5206\u6790\uff0c\u89e3\u6790\u548c\u64cd\u4f5c\u4ee3\u7801\u5e93\u7684\u5e93\u548c\u5de5\u5177\u3002\n\n\n\n\n\u4ee3\u7801\u5206\u6790\n\n\ncoala\uff1a\u8bed\u8a00\u72ec\u7acb\u548c\u6613\u4e8e\u6269\u5c55\u7684\u4ee3\u7801\u5206\u6790\u5e94\u7528\u7a0b\u5e8f\u3002\n\u5b98\u7f51\n\n\ncode2flow\uff1a\u628a\u4f60\u7684 Python \u548c JavaScript \u4ee3\u7801\u8f6c\u6362\u4e3a\u6d41\u7a0b\u56fe\u3002\n\u5b98\u7f51\n\n\npycallgraph\uff1a\u8fd9\u4e2a\u5e93\u53ef\u4ee5\u628a\u4f60\u7684 Python \u5e94\u7528\u7684\u6d41\u7a0b(\u8c03\u7528\u56fe)\u8fdb\u884c\u53ef\u89c6\u5316\u3002\n\u5b98\u7f51\n\n\npysonar2\uff1aPython \u7c7b\u578b\u63a8\u65ad\u548c\u68c0\u7d22\u5de5\u5177\u3002\n\u5b98\u7f51\n\n\n\n\n\n\nLint \u5de5\u5177\n\n\nFlake8\uff1a\u6a21\u5757\u5316\u6e90\u7801\u68c0\u67e5\u5de5\u5177: pep8, pyflakes \u4ee5\u53ca co\u3002\n\u5b98\u7f51\n\n\nPylint\uff1a\u4e00\u4e2a\u5b8c\u5168\u53ef\u5b9a\u5236\u7684\u6e90\u7801\u5206\u6790\u5668\u3002\n\u5b98\u7f51\n\n\nYAPF: Google \u7684 Python \u4ee3\u7801\u683c\u5f0f\u5316\u5de5\u5177\u3002\n\u5b98\u7f51\n\n\npylama\uff1aPython \u548c JavaScript \u7684\u4ee3\u7801\u5ba1\u67e5\u5de5\u5177\u3002\n\u5b98\u7f51\n\n\n\n\n\n\n\u4ee3\u7801\u683c\u5f0f\u5316\n\n\nautopep8\uff1a\u81ea\u52a8\u683c\u5f0f\u5316 Python \u4ee3\u7801\uff0c\u4ee5\u4f7f\u5176\u7b26\u5408 PEP8 \u89c4\u8303\u3002\n\u5b98\u7f51\n\n\nblack\uff1a\u4e00\u4e2a\u575a\u5b9a\u7684 Python \u4ee3\u7801\u683c\u5f0f\u5316\u5de5\u5177\u3002\n\u5b98\u7f51\n\n\n\n\n\n\n\n\n\u8c03\u8bd5\u5de5\u5177\n\n\n\u7528\u6765\u8fdb\u884c\u4ee3\u7801\u8c03\u8bd5\u7684\u5e93\u3002\n\n\n\n\n\u8c03\u8bd5\u5668\n\n\nipdb\uff1aIPython \u542f\u7528\u7684 \npdb\n\u3002\n\u5b98\u7f51\n\n\npudb\uff1a\u5168\u5c4f\uff0c\u57fa\u4e8e\u63a7\u5236\u53f0\u7684 Python \u8c03\u8bd5\u5668\u3002\n\u5b98\u7f51\n\n\npyringe\uff1a\u53ef\u4ee5\u5728 Python \u8fdb\u7a0b\u4e2d\u9644\u52a0\u548c\u6ce8\u5165\u4ee3\u7801\u7684\u8c03\u8bd5\u5668\u3002\n\u5b98\u7f51\n\n\nwdb\uff1a\u4e00\u4e2a\u5947\u5f02\u7684 web \u8c03\u8bd5\u5668\uff0c\u901a\u8fc7 WebSockets \u5de5\u4f5c\u3002\n\u5b98\u7f51\n\n\nwinpdb\uff1a\u4e00\u4e2a\u5177\u6709\u56fe\u5f62\u7528\u6237\u754c\u9762\u7684 Python \u8c03\u8bd5\u5668\uff0c\u53ef\u4ee5\u8fdb\u884c\u8fdc\u7a0b\u8c03\u8bd5\uff0c\u57fa\u4e8e rpdb2\u3002\n\u5b98\u7f51\n\n\ndjango-debug-toolbar\uff1a\u4e3a Django \u663e\u793a\u5404\u79cd\u8c03\u8bd5\u4fe1\u606f\u3002\n\u5b98\u7f51\n\n\ndjango-devserver\uff1a\u4e00\u4e2a Django \u8fd0\u884c\u670d\u52a1\u5668\u7684\u66ff\u4ee3\u54c1\u3002\n\u5b98\u7f51\n\n\nflask-debugtoolbar\uff1adjango-debug-toolbar \u7684 flask \u7248\u3002\n\u5b98\u7f51\n\n\n\n\n\n\n\u6027\u80fd\u5206\u6790\u5668\n\n\nlineprofiler\uff1a\u9010\u884c\u6027\u80fd\u5206\u6790\u3002\n\u5b98\u7f51\n\n\nMemory Profiler\n\uff1a\u76d1\u63a7 Python \u4ee3\u7801\u7684\u5185\u5b58\u4f7f\u7528\u3002\n\u5b98\u7f51\n\u3001\n\u5185\u5b58\n\n\nprofiling\uff1a\u4e00\u4e2a\u4ea4\u4e92\u5f0f Python \u6027\u80fd\u5206\u6790\u5de5\u5177\u3002\n\u5b98\u7f51\n\n\n\n\n\n\n\u5176\u4ed6\n\n\npyelftools\uff1a\u89e3\u6790\u548c\u5206\u6790 ELF \u6587\u4ef6\u4ee5\u53ca DWARF \u8c03\u8bd5\u4fe1\u606f\u3002\n\u5b98\u7f51\n\n\npython-statsd\uff1a\nstatsd\n \u670d\u52a1\u5668\u7684 Python \u5ba2\u6237\u7aef\u3002\n\u5b98\u7f51\n\n\n\n\n\n\n\n\n\u79d1\u5b66\u8ba1\u7b97\u548c\u6570\u636e\u5206\u6790\n\n\n\u7528\u6765\u8fdb\u884c\u79d1\u5b66\u8ba1\u7b97\u548c\u6570\u636e\u5206\u6790\u7684\u5e93\u3002\n\n\n\n\nastropy\uff1a\u4e00\u4e2a\u5929\u6587\u5b66 Python \u5e93\u3002\n\u5b98\u7f51\n\n\nbcbio-nextgen\n\uff1a\u8fd9\u4e2a\u5de5\u5177\u7bb1\u4e3a\u5168\u81ea\u52a8\u9ad8\u901a\u91cf\u6d4b\u5e8f\u5206\u6790\u63d0\u4f9b\u7b26\u5408\u6700\u4f73\u5b9e\u8df5\u7684\u5904\u7406\u6d41\u7a0b\u3002\n\u5b98\u7f51\n\n\nbccb\uff1a\u751f\u7269\u5206\u6790\u76f8\u5173\u4ee3\u7801\u96c6\u5408\u3002\n\u5b98\u7f51\n\n\nBiopython\uff1aBiopython \u662f\u4e00\u7ec4\u53ef\u4ee5\u514d\u8d39\u4f7f\u7528\u7684\u7528\u6765\u8fdb\u884c\u751f\u7269\u8ba1\u7b97\u7684\u5de5\u5177\u3002\n\u5b98\u7f51\n\n\nblaze\n\uff1aNumPy \u548c Pandas \u7684\u5927\u6570\u636e\u63a5\u53e3\u3002\n\u5b98\u7f51\n\n\ncclib\n\uff1a\u4e00\u4e2a\u7528\u6765\u89e3\u6790\u548c\u89e3\u91ca\u8ba1\u7b97\u5316\u5b66\u8f6f\u4ef6\u5305\u8f93\u51fa\u7ed3\u679c\u7684\u5e93\u3002\n\u5b98\u7f51\n\n\nNetworkX\uff1a\u4e00\u4e2a\u4e3a\u590d\u6742\u7f51\u7edc\u8bbe\u8ba1\u7684\u9ad8\u6027\u80fd\u8f6f\u4ef6\u3002\n\u5b98\u7f51\n\n\nNeupy\uff1a\u6267\u884c\u548c\u6d4b\u8bd5\u5404\u79cd\u4e0d\u540c\u7684\u4eba\u5de5\u795e\u7ecf\u7f51\u7edc\u7b97\u6cd5\u3002\n\u5b98\u7f51\n\n\nNumba\uff1aPython JIT (just in time) \u7f16\u8bd1\u5668\uff0c\u9488\u5bf9\u79d1\u5b66\u7528\u7684 Python \uff0c\u7531 Cython \u548c NumPy \u7684\u5f00\u53d1\u8005\u5f00\u53d1\u3002\n\u5b98\u7f51\n\n\nNumPy\n\uff1a\u4f7f\u7528 Python \u8fdb\u884c\u79d1\u5b66\u8ba1\u7b97\u7684\u57fa\u7840\u5305\u3002\n\u5b98\u7f51\n\n\nOpen Babel\uff1a\u4e00\u4e2a\u5316\u5b66\u5de5\u5177\u7bb1\uff0c\u7528\u6765\u63cf\u8ff0\u591a\u79cd\u5316\u5b66\u6570\u636e\u3002\n\u5b98\u7f51\n\n\nOpen Mining\n\uff1a\u4f7f\u7528 Python \u6316\u6398\u5546\u4e1a\u60c5\u62a5 (BI) (Pandas web \u63a5\u53e3)\u3002\n\u5b98\u7f51\n\n\norange\n\uff1a\u901a\u8fc7\u53ef\u89c6\u5316\u7f16\u7a0b\u6216 Python \u811a\u672c\u8fdb\u884c\u6570\u636e\u6316\u6398\uff0c\u6570\u636e\u53ef\u89c6\u5316\uff0c\u5206\u6790\u548c\u673a\u5668\u5b66\u4e60\u3002\n\u5b98\u7f51\n\n\nPandas\uff1a\u63d0\u4f9b\u9ad8\u6027\u80fd\uff0c\u6613\u7528\u7684\u6570\u636e\u7ed3\u6784\u548c\u6570\u636e\u5206\u6790\u5de5\u5177\u3002\n\u5b98\u7f51\n\n\nPyDy\uff1aPyDy \u662f Python Dynamics \u7684\u7f29\u5199\uff0c\u7528\u6765\u4e3a\u52a8\u529b\u5b66\u8fd0\u52a8\u5efa\u6a21\u5de5\u4f5c\u6d41\u7a0b\u63d0\u4f9b\u5e2e\u52a9\uff0c \u57fa\u4e8e NumPy, SciPy, IPython \u548c matplotlib\u3002\n\u5b98\u7f51\n\n\nPyMC\n\uff1a\u9a6c\u5c14\u79d1\u592b\u94fe\u8499\u7279\u5361\u6d1b\u91c7\u6837\u5de5\u5177\u3002\n\u5b98\u7f51\n\n\nRDKit\uff1a\u5316\u5b66\u4fe1\u606f\u5b66\u548c\u673a\u5668\u5b66\u4e60\u8f6f\u4ef6\u3002\n\u5b98\u7f51\n\n\nSciPy\n\uff1a\u7531\u4e00\u4e9b\u57fa\u4e8e Python \uff0c\u7528\u4e8e\u6570\u5b66\uff0c\u79d1\u5b66\u548c\u5de5\u7a0b\u7684\u5f00\u6e90\u8f6f\u4ef6\u6784\u6210\u7684\u751f\u6001\u7cfb\u7edf\u3002\n\u5b98\u7f51\n\n\nstatsmodels\n\uff1a\u7edf\u8ba1\u5efa\u6a21\u548c\u8ba1\u91cf\u7ecf\u6d4e\u5b66\u3002\n\u5b98\u7f51\n\n\nSymPy\uff1a\u4e00\u4e2a\u7528\u4e8e\u7b26\u53f7\u6570\u5b66\u7684 Python \u5e93\u3002\n\u5b98\u7f51\n\n\nzipline\uff1a\u4e00\u4e2a Python \u7b97\u6cd5\u4ea4\u6613\u5e93\u3002\n\u5b98\u7f51\n\n\nBayesian-belief-networks\n\uff1a\u4f18\u96c5\u7684\u8d1d\u53f6\u65af\u4fe1\u5ff5\u7f51\u7edc\u6846\u67b6\u3002\n\u5b98\u7f51\n\n\n\n\n\u6570\u636e\u53ef\u89c6\u5316\n\n\n\u8fdb\u884c\u6570\u636e\u53ef\u89c6\u5316\u7684\u5e93\u3002 \u53c2\u89c1: \nawesome-javascript\n\u3002\n\n\n\n\nmatplotlib\uff1a\u4e00\u4e2a Python 2D \u7ed8\u56fe\u5e93\u3002\n\u5b98\u7f51\n\n\nbokeh\uff1a\u7528 Python \u8fdb\u884c\u4ea4\u4e92\u5f0f web \u7ed8\u56fe\u3002\n\u5b98\u7f51\n\n\nggplot\uff1aggplot2 \u7ed9 R \u63d0\u4f9b\u7684 API \u7684 Python \u7248\u672c\u3002\n\u5b98\u7f51\n\n\nplotly\uff1a\u534f\u540c Python \u548c matplotlib \u5de5\u4f5c\u7684 web \u7ed8\u56fe\u5e93\u3002\n\u5b98\u7f51\n\n\npyecharts\uff1a\u57fa\u4e8e\u767e\u5ea6 Echarts \u7684\u6570\u636e\u53ef\u89c6\u5316\u5e93\u3002\n\u5b98\u7f51\n\n\npygal\uff1a\u4e00\u4e2a Python SVG \u56fe\u8868\u521b\u5efa\u5de5\u5177\u3002\n\u5b98\u7f51\n\n\npygraphviz\uff1aGraphviz \u7684 Python \u63a5\u53e3\u3002\n\u5b98\u7f51\n\n\nPyQtGraph\uff1a\u4ea4\u4e92\u5f0f\u5b9e\u65f6 2D/3D/ \u56fe\u50cf\u7ed8\u5236\u53ca\u79d1\u5b66/\u5de5\u7a0b\u5b66\u7ec4\u4ef6\u3002\n\u5b98\u7f51\n\n\nSnakeViz\uff1a\u4e00\u4e2a\u57fa\u4e8e\u6d4f\u89c8\u5668\u7684 Python's cProfile \u6a21\u5757\u8f93\u51fa\u7ed3\u679c\u67e5\u770b\u5de5\u5177\u3002\n\u5b98\u7f51\n\n\nvincent\uff1a\u628a Python \u8f6c\u6362\u4e3a Vega \u8bed\u6cd5\u7684\u8f6c\u6362\u5de5\u5177\u3002\n\u5b98\u7f51\n\n\nVisPy\uff1a\u57fa\u4e8e OpenGL \u7684\u9ad8\u6027\u80fd\u79d1\u5b66\u53ef\u89c6\u5316\u5de5\u5177\u3002\n\u5b98\u7f51\n\n\n\n\n\u8ba1\u7b97\u673a\u89c6\u89c9\n\n\n\u8ba1\u7b97\u673a\u89c6\u89c9\u5e93\u3002\n\n\n\n\nOpenCV\uff1a\u5f00\u6e90\u8ba1\u7b97\u673a\u89c6\u89c9\u5e93\u3002\n\u5b98\u7f51\n\n\npyocr\uff1aTesseract \u548c Cuneiform \u7684\u5305\u88c5\u5e93\u3002\n\u5b98\u7f51\n\n\npytesseract\uff1a\nGoogle Tesseract OCR\n \u7684\u53e6\u4e00\u5305\u88c5\u5e93\u3002\n\u5b98\u7f51\n\n\nSimpleCV\n\uff1a\u4e00\u4e2a\u7528\u6765\u521b\u5efa\u8ba1\u7b97\u673a\u89c6\u89c9\u5e94\u7528\u7684\u5f00\u6e90\u6846\u67b6\u3002\n\u5b98\u7f51\n\n\n\n\n\u673a\u5668\u5b66\u4e60\n\n\n\u673a\u5668\u5b66\u4e60\u5e93\u3002 \u53c2\u89c1: \nawesome-machine-learning\n.\n\n\n\n\nCaffe: \u4e00\u4e2a \nCaffe\n \u7684 python \u63a5\u53e3\u3002\n\u5b98\u7f51\n\n\nCaffe2\n\uff1a\u4e00\u4e2a\u8f7b\u91cf\u7ea7\u7684\uff0c\u6a21\u5757\u5316\u7684\uff0c\u53ef\u6269\u5c55\u7684\u6df1\u5ea6\u5b66\u4e60\u6846\u67b6\u3002\n\u5b98\u7f51\n\n\nCrab\uff1a\u7075\u6d3b\u3001\u5feb\u901f\u7684\u63a8\u8350\u5f15\u64ce\u3002\n\u5b98\u7f51\n\n\ngensim\uff1a\u4eba\u6027\u5316\u7684\u8bdd\u9898\u5efa\u6a21\u5e93\u3002\n\u5b98\u7f51\n\n\nhebel\uff1aGPU \u52a0\u901f\u7684\u6df1\u5ea6\u5b66\u4e60\u5e93\u3002\n\u5b98\u7f51\n\n\nkeras\n: \u4ee5 tensorflow/theano/CNTK \u4e3a\u540e\u7aef\u7684\u6df1\u5ea6\u5b66\u4e60\u5c01\u88c5\u5e93\uff0c\u5feb\u901f\u4e0a\u624b\u795e\u7ecf\u7f51\u7edc\u3002\n\u5b98\u7f51\n\n\nMXNet\n\uff1a\u4e00\u4e2a\u9ad8\u6548\u548c\u7075\u6d3b\u7684\u6df1\u5ea6\u5b66\u4e60\u6846\u67b6\u3002\n\u5b98\u7f51\n\n\nNuPIC\uff1a\u667a\u80fd\u8ba1\u7b97 Numenta \u5e73\u53f0\u3002\n\u5b98\u7f51\n\n\npattern\uff1aPython \u7f51\u7edc\u6316\u6398\u6a21\u5757\u3002\n\u5b98\u7f51\n\n\nPyBrain\n\uff1a\u53e6\u4e00\u4e2a Python \u673a\u5668\u5b66\u4e60\u5e93\u3002\n\u5b98\u7f51\n\n\npydeep\uff1aPython \u6df1\u5ea6\u5b66\u4e60\u5e93\u3002\n\u5b98\u7f51\n\n\nPylearn2\n\uff1a\u4e00\u4e2a\u57fa\u4e8e \nTheano\n \u7684\u673a\u5668\u5b66\u4e60\u5e93\u3002\n\u5b98\u7f51\n\n\npython-recsys\n\uff1a\u4e00\u4e2a\u7528\u6765\u5b9e\u73b0\u63a8\u8350\u7cfb\u7edf\u7684 Python \u5e93\u3002\n\u5b98\u7f51\n\n\nPytorch\n\uff1a\u4e00\u4e2a\u5177\u6709\u5f20\u91cf\u548c\u52a8\u6001\u795e\u7ecf\u7f51\u7edc\uff0c\u5e76\u6709\u5f3a\u5927 GPU \u52a0\u901f\u80fd\u529b\u7684\u6df1\u5ea6\u5b66\u4e60\u6846\u67b6\u3002\n\u5b98\u7f51\n\n\nscikit-learn\uff1a\u57fa\u4e8e SciPy \u6784\u5efa\u7684\u673a\u5668\u5b66\u4e60 Python \u6a21\u5757\u3002\n\u5b98\u7f51\n\n\nskflow\uff1a\u4e00\u4e2a \nTensorFlow\n \u7684\u7b80\u5316\u63a5\u53e3(\u6a21\u4eff scikit-learn)\u3002\n\u5b98\u7f51\n\n\nTensorFlow\n\uff1a\u8c37\u6b4c\u5f00\u6e90\u7684\u6700\u53d7\u6b22\u8fce\u7684\u6df1\u5ea6\u5b66\u4e60\u6846\u67b6\u3002\n\u5b98\u7f51\n\n\nTheano\uff1a\u4e00\u4e2a\u5feb\u901f\u6570\u503c\u8ba1\u7b97\u5e93\u3002\n\u5b98\u7f51\n\n\nvowpalporpoise\uff1a\u8f7b\u91cf\u7ea7 \nVowpal Wabbit\n \u7684 Python \u5c01\u88c5\u3002\n\u5b98\u7f51\n\n\n\n\nMapReduce\n\n\nMapReduce \u6846\u67b6\u548c\u5e93\u3002\n\n\n\n\ndpark\n\uff1aSpark \u7684 Python \u514b\u9686\u7248\uff0c\u4e00\u4e2a\u7c7b\u4f3c MapReduce \u7684\u6846\u67b6\u3002\n\u5b98\u7f51\n\n\ndumbo\uff1a\u8fd9\u4e2a Python \u6a21\u5757\u53ef\u4ee5\u8ba9\u4eba\u8f7b\u677e\u7684\u7f16\u5199\u548c\u8fd0\u884c Hadoop \u7a0b\u5e8f\u3002\n\u5b98\u7f51\n\n\nluigi\uff1a\u8fd9\u4e2a\u6a21\u5757\u5e2e\u4f60\u6784\u5efa\u6279\u5904\u7406\u4f5c\u4e1a\u7684\u590d\u6742\u6d41\u6c34\u7ebf\u3002\n\u5b98\u7f51\n\n\nmrjob\uff1a\u5728 Hadoop \u6216 Amazon Web Services \u4e0a\u8fd0\u884c MapReduce \u4efb\u52a1\u3002\n\u5b98\u7f51\n\n\nPySpark\uff1aSpark \u7684 Python API \u3002\n\u5b98\u7f51\n\n\nstreamparse\uff1a\u8fd0\u884c\u9488\u5bf9\u4e8b\u5b9e\u6570\u636e\u6d41\u7684 Python \u4ee3\u7801\u3002\u96c6\u6210\u4e86 \nApache Storm\n\u3002\n\u5b98\u7f51\n\n\n\n\n\u51fd\u6570\u5f0f\u7f16\u7a0b\n\n\n\u4f7f\u7528 Python \u8fdb\u884c\u51fd\u6570\u5f0f\u7f16\u7a0b\u3002\n\n\n\n\nCyToolz\uff1aToolz \u7684 Cython \u5b9e\u73b0 : \u9ad8\u6027\u80fd\u51fd\u6570\u5f0f\u5de5\u5177\u3002\n\u5b98\u7f51\n\n\nfn.py\uff1a\u5728 Python \u4e2d\u8fdb\u884c\u51fd\u6570\u5f0f\u7f16\u7a0b : \u5b9e\u73b0\u4e86\u4e00\u4e9b\u4eab\u53d7\u51fd\u6570\u5f0f\u7f16\u7a0b\u7f3a\u5931\u7684\u529f\u80fd\u3002\n\u5b98\u7f51\n\n\nfuncy\uff1a\u70ab\u9177\u53c8\u5b9e\u7528\u7684\u51fd\u6570\u5f0f\u5de5\u5177\u3002\n\u5b98\u7f51\n\n\nToolz\uff1a\u4e00\u7ec4\u7528\u4e8e\u8fed\u4ee3\u5668\uff0c\u51fd\u6570\u548c\u5b57\u5178\u7684\u51fd\u6570\u5f0f\u7f16\u7a0b\u5de5\u5177\u3002\n\u5b98\u7f51\n\n\n\n\n\u7b2c\u4e09\u65b9 API\n\n\n\u7528\u6765\u8bbf\u95ee\u7b2c\u4e09\u65b9 API \u7684\u5e93\u3002 \u53c2\u89c1\uff1a \nList of Python API Wrappers and Libraries\n\u3002\n\n\n\n\napache-libcloud\uff1a\u4e00\u4e2a\u4e3a\u5404\u79cd\u4e91\u8bbe\u8ba1\u7684 Python \u5e93\u3002\n\u5b98\u7f51\n\n\nboto\uff1aAmazon Web Services \u7684 Python \u63a5\u53e3\u3002\n\u5b98\u7f51\n\n\ndjango-wordpress\uff1aWordPress models and views for Django.\n\u5b98\u7f51\n\n\nfacebook-sdk\uff1aFacebook \u5e73\u53f0\u7684 Python SDK.\n\u5b98\u7f51\n\n\nfacepy\uff1aFacepy \u8ba9\u548c Facebook's Graph API \u7684\u4ea4\u4e92\u53d8\u5f97\u66f4\u5bb9\u6613\u3002\n\u5b98\u7f51\n\n\ngmail\uff1aGmail \u7684 Python \u63a5\u53e3\u3002\n\u5b98\u7f51\n\n\ngoogle-api-python-client\uff1aPython \u7528\u7684 Google APIs \u5ba2\u6237\u7aef\u5e93\u3002\n\u5b98\u7f51\n\n\ngspread\uff1aGoogle \u7535\u5b50\u8868\u683c\u7684 Python API.\n\u5b98\u7f51\n\n\ntwython\uff1aTwitter API \u7684\u5c01\u88c5\u3002\n\u5b98\u7f51\n\n\n\n\nDevOps \u5de5\u5177\n\n\n\u7528\u4e8e DevOps \u7684\u8f6f\u4ef6\u548c\u5e93\u3002\n\n\n\n\nAnsible\uff1a\u4e00\u4e2a\u975e\u5e38\u7b80\u5355\u7684 IT \u81ea\u52a8\u5316\u5e73\u53f0\u3002\n\u5b98\u7f51\n\n\nSaltStack\uff1a\u57fa\u7840\u8bbe\u65bd\u81ea\u52a8\u5316\u548c\u7ba1\u7406\u7cfb\u7edf\u3002\n\u5b98\u7f51\n\n\nOpenStack\uff1a\u7528\u4e8e\u6784\u5efa\u79c1\u6709\u548c\u516c\u6709\u4e91\u7684\u5f00\u6e90\u8f6f\u4ef6\u3002\n\u5b98\u7f51\n\n\nDocker Compose\uff1a\u5feb\u901f\uff0c\u5206\u79bb\u7684\u5f00\u53d1\u73af\u5883\uff0c\u4f7f\u7528 Docker\u3002\n\u5b98\u7f51\n\n\nFabric\uff1a\u4e00\u4e2a\u7b80\u5355\u7684\uff0cPython \u98ce\u683c\u7684\u5de5\u5177\uff0c\u7528\u6765\u8fdb\u884c\u8fdc\u7a0b\u6267\u884c\u548c\u90e8\u7f72\u3002\n\u5b98\u7f51\n\n\ncuisine\uff1a\u4e3a Fabric \u63d0\u4f9b\u4e00\u7cfb\u5217\u9ad8\u7ea7\u51fd\u6570\u3002\n\u5b98\u7f51\n\n\nFabtools\uff1a\u4e00\u4e2a\u7528\u6765\u7f16\u5199\u8d85\u8d5e\u7684 Fabric \u6587\u4ef6\u7684\u5de5\u5177\u3002\n\u5b98\u7f51\n\n\ngitapi\uff1aGit \u7684\u7eaf Python API\u3002\n\u5b98\u7f51\n\n\nhgapi\uff1aMercurial \u7684\u7eaf Python API\u3002\n\u5b98\u7f51\n\n\nhoncho\uff1a\nForeman\n \u7684 Python \u514b\u9686\u7248\uff0c\u7528\u6765\u7ba1\u7406\u57fa\u4e8e \nProcfile\n \u7684\u5e94\u7528\u3002\n\u5b98\u7f51\n\n\npexpect\uff1aControlling interactive programs in a pseudo-terminal like \u5728\u4e00\u4e2a\u4f2a\u7ec8\u7aef\u4e2d\u63a7\u5236\u4ea4\u4e92\u7a0b\u5e8f\uff0c\u5c31\u50cf GNU expect \u4e00\u6837\u3002\n\u5b98\u7f51\n\n\npsutil\uff1a\u4e00\u4e2a\u8de8\u5e73\u53f0\u8fdb\u7a0b\u548c\u7cfb\u7edf\u5de5\u5177\u6a21\u5757\u3002\n\u5b98\u7f51\n\n\nsupervisor\uff1aUNIX \u7684\u8fdb\u7a0b\u63a7\u5236\u7cfb\u7edf\u3002\n\u5b98\u7f51\n\n\n\n\n\u4efb\u52a1\u8c03\u5ea6\n\n\n\u4efb\u52a1\u8c03\u5ea6\u5e93\u3002\n\n\n\n\nAPScheduler\uff1a\u8f7b\u5de7\u4f46\u5f3a\u5927\u7684\u8fdb\u7a0b\u5185\u4efb\u52a1\u8c03\u5ea6\uff0c\u4f7f\u4f60\u53ef\u4ee5\u8c03\u5ea6\u51fd\u6570\u3002\n\u5b98\u7f51\n\n\ndjango-schedule\uff1a\u4e00\u4e2a Django \u6392\u7a0b\u5e94\u7528\u3002\n\u5b98\u7f51\n\n\ndoit\uff1a\u4e00\u4e2a\u4efb\u52a1\u6267\u884c\u548c\u6784\u5efa\u5de5\u5177\u3002\n\u5b98\u7f51\n\n\ngunnery\uff1a\u5206\u5e03\u5f0f\u7cfb\u7edf\u4f7f\u7528\u7684\u591a\u7528\u9014\u4efb\u52a1\u6267\u884c\u5de5\u5177 \uff0c\u5177\u6709 web \u4ea4\u4e92\u754c\u9762\u3002\n\u5b98\u7f51\n\n\nJoblib\uff1a\u4e00\u7ec4\u4e3a Python \u63d0\u4f9b\u8f7b\u91cf\u7ea7\u4f5c\u4e1a\u6d41\u6c34\u7ebf\u7684\u5de5\u5177\u3002\n\u5b98\u7f51\n\n\nPlan\uff1a\u5982\u6709\u795e\u52a9\u5730\u7f16\u5199 crontab \u6587\u4ef6\u3002\n\u5b98\u7f51\n\n\nschedule\uff1a\u4eba\u6027\u5316\u7684 Python \u4efb\u52a1\u8c03\u5ea6\u5e93\u3002\n\u5b98\u7f51\n\n\nSpiff\uff1a\u4f7f\u7528\u7eaf Python \u5b9e\u73b0\u7684\u5f3a\u5927\u7684\u5de5\u4f5c\u6d41\u5f15\u64ce\u3002\n\u5b98\u7f51\n\n\nTaskFlow\uff1a\u4e00\u4e2a\u53ef\u4ee5\u8ba9\u4f60\u65b9\u4fbf\u6267\u884c\u4efb\u52a1\u7684 Python \u5e93\uff0c\u4e00\u81f4\u5e76\u4e14\u53ef\u9760\u3002\n\u5b98\u7f51\n\n*\u00a0 AirFlow\uff1aAirflow 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\u66f4\u5feb\u7684\u5e93\u3002\n\n\n\n\nCython\uff1a\u4f18\u5316\u7684 Python \u9759\u6001\u7f16\u8bd1\u5668\u3002\u4f7f\u7528\u7c7b\u578b\u6df7\u5408\u4f7f Python \u7f16\u8bd1\u6210 C \u6216 C++ \u6a21\u5757\u6765\u83b7\u5f97\u6027\u80fd\u7684\u6781\u5927\u63d0\u5347\u3002\n\u5b98\u7f51\n\n\nPeachPy\uff1a\u5d4c\u5165 Python \u7684 x86-64 \u6c47\u7f16\u5668\u3002\u53ef\u4ee5\u88ab\u7528\u4f5c Python \u5185\u8054\u7684\u6c47\u7f16\u5668\u6216\u8005\u662f\u72ec\u7acb\u7684\u6c47\u7f16\u5668\uff0c\u7528\u4e8e Windows, Linux, OS X, Native Client \u6216\u8005 Go \u3002\n\u5b98\u7f51\n\n\nPyPy\uff1a\u4f7f\u7528 Python \u5b9e\u73b0\u7684 Python\u3002\u89e3\u91ca\u5668\u4f7f\u7528\u9ed1\u9b54\u6cd5\u52a0\u5feb Python \u8fd0\u884c\u901f\u5ea6\u4e14\u4e0d\u9700\u8981\u52a0\u5165\u989d\u5916\u7684\u7c7b\u578b\u4fe1\u606f\u3002\n\u5b98\u7f51\n\n\nPyston\n\uff1a\u4f7f\u7528 LLVM \u548c\u73b0\u4ee3 JIT \u6280\u672f\u6784\u5efa\u7684 Python 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\u66ff\u4ee3\u5e93\u3002\n\u5b98\u7f51\n\n\n\n\n\u5e76\u53d1\u548c\u5e76\u884c\n\n\n\u7528\u4ee5\u8fdb\u884c\u5e76\u53d1\u548c\u5e76\u884c\u64cd\u4f5c\u7684\u5e93\u3002\n\n\n\n\nmultiprocessing\uff1a(Python \u6807\u51c6\u5e93) \u57fa\u4e8e\u8fdb\u7a0b\u7684\u201c\u7ebf\u7a0b\u201d\u63a5\u53e3\u3002\n\u5b98\u7f51\n\n\nthreading\uff1a(Python \u6807\u51c6\u5e93)\u66f4\u9ad8\u5c42\u7684\u7ebf\u7a0b\u63a5\u53e3\u3002\n\u5b98\u7f51\n\n\neventlet\uff1a\u652f\u6301 WSGI \u7684\u5f02\u6b65\u6846\u67b6\u3002\n\u5b98\u7f51\n\n\ngevent\uff1a\u4e00\u4e2a\u57fa\u4e8e\u534f\u7a0b\u7684 Python \u7f51\u7edc\u5e93\uff0c\u4f7f\u7528 \ngreenlet\n\u3002\n\u5b98\u7f51\n\n\nTomorrow\uff1a\u7528\u4e8e\u4ea7\u751f\u5f02\u6b65\u4ee3\u7801\u7684\u795e\u5947\u7684\u88c5\u9970\u5668\u8bed\u6cd5\u5b9e\u73b0\u3002\n\u5b98\u7f51\n\n\nuvloop\uff1a\u5728 libuv \u4e4b\u4e0a\u8d85\u5feb\u901f\u5b9e\u73b0 asyncio \u4e8b\u4ef6\u5faa\u73af\u3002\n\u5b98\u7f51\n\n\n\n\n\u7f51\u7edc\n\n\n\u7528\u4e8e\u7f51\u7edc\u7f16\u7a0b\u7684\u5e93\u3002\n\n\n\n\nasyncio\uff1a(Python \u6807\u51c6\u5e93) \u5f02\u6b65 I/O, \u4e8b\u4ef6\u5faa\u73af, \u534f\u7a0b\u4ee5\u53ca\u4efb\u52a1\u3002\n\u5b98\u7f51\n\n\nTwisted\n\uff1a\u4e00\u4e2a\u4e8b\u4ef6\u9a71\u52a8\u7684\u7f51\u7edc\u5f15\u64ce\u3002\n\u5b98\u7f51\n\n\npulsar\uff1a\u4e8b\u4ef6\u9a71\u52a8\u7684\u5e76\u53d1\u6846\u67b6\u3002\n\u5b98\u7f51\n\n\ndiesel\uff1a\u57fa\u4e8e Greenlet \u7684\u4e8b\u4ef6 I/O \u6846\u67b6\u3002\n\u5b98\u7f51\n\n\npyzmq\uff1a\u4e00\u4e2a ZeroMQ \u6d88\u606f\u5e93\u7684 Python \u5c01\u88c5\u3002\n\u5b98\u7f51\n\n\nToapi\uff1a\u4e00\u4e2a\u8f7b\u5de7\uff0c\u7b80\u5355\uff0c\u5feb\u901f\u7684 Flask \u5e93\uff0c\u81f4\u529b\u4e8e\u4e3a\u6240\u6709\u7f51\u7ad9\u63d0\u4f9b API \u670d\u52a1\u3002\n\u5b98\u7f51\n\n\ntxZMQ\uff1a\u57fa\u4e8e Twisted \u7684 ZeroMQ \u6d88\u606f\u5e93\u7684 Python \u5c01\u88c5\u3002\n\u5b98\u7f51\n\n\n\n\nWebSocket\n\n\n\u5e2e\u52a9\u4f7f\u7528 WebSocket \u7684\u5e93\u3002\n\n\n\n\nAutobahnPython\uff1a\u7ed9 Python \u3001\u4f7f\u7528\u7684 WebSocket \n WAMP \u57fa\u4e8e Twisted \u548c \nasyncio\n\u3002\n\u5b98\u7f51\n\n\nCrossbar\uff1a\u5f00\u6e90\u7edf\u4e00\u5e94\u7528\u8def\u7531(Websocket \n WAMP for Python on Autobahn)\u3002\n\u5b98\u7f51\n\n\ndjango-socketio\uff1a\u7ed9 Django \u7528\u7684 WebSockets\u3002\n\u5b98\u7f51\n\n\nWebSocket-for-Python\uff1a\u4e3a Python2/3 \u4ee5\u53ca PyPy \u7f16\u5199\u7684 WebSocket \u5ba2\u6237\u7aef\u548c\u670d\u52a1\u5668\u5e93\u3002\n\u5b98\u7f51\n\n\n\n\nWSGI \u670d\u52a1\u5668\n\n\n\u517c\u5bb9 WSGI \u7684 web \u670d\u52a1\u5668\n\n\n\n\ngunicorn\uff1aPre-forked, \u90e8\u5206\u662f\u7531 C \u8bed\u8a00\u7f16\u5199\u7684\u3002\n\u5b98\u7f51\n\n\nuwsgi\uff1auwsgi \u9879\u76ee\u7684\u76ee\u7684\u662f\u5f00\u53d1\u4e00\u7ec4\u5168\u6808\u5de5\u5177\uff0c\u7528\u6765\u5efa\u7acb\u6258\u7ba1\u670d\u52a1\uff0c \u7531 C \u8bed\u8a00\u7f16\u5199\u3002\n\u5b98\u7f51\n\n\nbjoern\n\uff1a\u5f02\u6b65\uff0c\u975e\u5e38\u5feb\u901f\uff0c\u7531 C \u8bed\u8a00\u7f16\u5199\u3002\n\u5b98\u7f51\n\n\nfapws3\uff1a\u5f02\u6b65 (\u4ec5\u5bf9\u4e8e\u7f51\u7edc\u7aef)\uff0c\u7531 C \u8bed\u8a00\u7f16\u5199\u3002\n\u5b98\u7f51\n\n\nmeinheld\uff1a\u5f02\u6b65\uff0c\u90e8\u5206\u662f\u7531 C \u8bed\u8a00\u7f16\u5199\u7684\u3002\n\u5b98\u7f51\n\n\nnetius\uff1a\u5f02\u6b65\uff0c\u975e\u5e38\u5feb\u901f\u3002\n\u5b98\u7f51\n\n\npaste\uff1a\u591a\u7ebf\u7a0b\uff0c\u7a33\u5b9a\uff0c\u4e45\u7ecf\u8003\u9a8c\u3002\n\u5b98\u7f51\n\n\nrocket\uff1a\u591a\u7ebf\u7a0b\u3002\n\u5b98\u7f51\n\n\nwaitress\uff1a\u591a\u7ebf\u7a0b, \u662f\u5b83\u9a71\u52a8\u7740 Pyramid \u6846\u67b6\u3002\n\u5b98\u7f51\n\n\nWerkzeug\uff1a\u4e00\u4e2a WSGI \u5de5\u5177\u5e93\uff0c\u9a71\u52a8\u7740 Flask \uff0c\u800c\u4e14\u53ef\u4ee5\u5f88\u65b9\u4fbf\u5927\u5d4c\u5165\u5230\u4f60\u7684\u9879\u76ee\u4e2d\u53bb\u3002\n\u5b98\u7f51\n\n\n\n\nRPC \u670d\u52a1\u5668\n\n\n\u517c\u5bb9 RPC \u7684\u670d\u52a1\u5668\u3002\n\n\n\n\nSimpleJSONRPCServer\uff1a\u8fd9\u4e2a\u5e93\u662f JSON-RPC \u89c4\u8303\u7684\u4e00\u4e2a\u5b9e\u73b0\u3002\n\u5b98\u7f51\n\n\nSimpleXMLRPCServer\uff1a(Python \u6807\u51c6\u5e93) \u7b80\u5355\u7684 XML-RPC \u670d\u52a1\u5668\u5b9e\u73b0\uff0c\u5355\u7ebf\u7a0b\u3002\n\u5b98\u7f51\n\n\nzeroRPC\uff1azerorpc \u662f\u4e00\u4e2a\u7075\u6d3b\u7684 RPC \u5b9e\u73b0\uff0c\u57fa\u4e8e ZeroMQ \u548c MessagePack\u3002\n\u5b98\u7f51\n\n\n\n\n\u5bc6\u7801\u5b66\n\n\n\n\ncryptography\uff1a\u8fd9\u4e2a\u8f6f\u4ef6\u5305\u610f\u5728\u63d0\u4f9b\u5bc6\u7801\u5b66\u57fa\u672c\u5185\u5bb9\u548c\u65b9\u6cd5\u63d0\u4f9b\u7ed9 Python \u5f00\u53d1\u8005\u3002\n\u5b98\u7f51\n\n\nhashids\uff1a\u5728 Python \u4e2d\u5b9e\u73b0 \nhashids\n \u3002\n\u5b98\u7f51\n\n\nParamiko\uff1aSSHv2 \u534f\u8bae\u7684 Python (2.6+, 3.3+) \uff0c\u63d0\u4f9b\u5ba2\u6237\u7aef\u548c\u670d\u52a1\u7aef\u7684\u529f\u80fd\u3002\n\u5b98\u7f51\n\n\nPasslib\uff1a\u5b89\u5168\u5bc6\u7801\u5b58\u50a8\uff0f\u54c8\u5e0c\u5e93\uff0c\n\u5b98\u7f51\n\n\nPyCrypto\uff1aPython \u5bc6\u7801\u5b66\u5de5\u5177\u7bb1\u3002\n\u5b98\u7f51\n\n\nPyNacl\uff1a\u7f51\u7edc\u548c\u5bc6\u7801\u5b66(NaCl) \u5e93\u7684 Python \u7ed1\u5b9a\u3002\n\u5b98\u7f51\n\n\n\n\n\u56fe\u5f62\u7528\u6237\u754c\u9762\n\n\n\u7528\u6765\u521b\u5efa\u56fe\u5f62\u7528\u6237\u754c\u9762\u7a0b\u5e8f\u7684\u5e93\u3002\n\n\n\n\ncurses\uff1a\u5185\u5efa\u7684 \nncurses\n \u5c01\u88c5\uff0c\u7528\u6765\u521b\u5efa\u7ec8\u7aef\u56fe\u5f62\u7528\u6237\u754c\u9762\u3002\n\u5b98\u7f51\n\n\nenaml\uff1a\u4f7f\u7528\u7c7b\u4f3c QML \u7684 Declaratic \u8bed\u6cd5\u6765\u521b\u5efa\u7f8e\u89c2\u7684\u7528\u6237\u754c\u9762\u3002\n\u5b98\u7f51\n\n\nkivy\n\uff1a\u4e00\u4e2a\u7528\u6765\u521b\u5efa\u81ea\u7136\u7528\u6237\u4ea4\u4e92\uff08NUI\uff09\u5e94\u7528\u7a0b\u5e8f\u7684\u5e93\uff0c\u53ef\u4ee5\u8fd0\u884c\u5728 Windows, Linux, Mac OS X, Android \u4ee5\u53ca iOS \u5e73\u53f0\u4e0a\u3002\n\u5b98\u7f51\n\n\npyglet\uff1a\u4e00\u4e2a Python \u7684\u8de8\u5e73\u53f0\u7a97\u53e3\u53ca\u591a\u5a92\u4f53\u5e93\u3002\n\u5b98\u7f51\n\n\nPyQt\uff1a\u8de8\u5e73\u53f0\u7528\u6237\u754c\u9762\u6846\u67b6 \nQt\n \u7684 Python \u7ed1\u5b9a \uff0c\u652f\u6301 Qt v4 \u548c Qt v5\u3002\n\u5b98\u7f51\n\n\nPySide\uff1a\u8de8\u5e73\u53f0\u7528\u6237\u754c\u9762\u6846\u67b6 \nQt\n \u7684 Python \u7ed1\u5b9a \uff0c\u652f\u6301 Qt v4\u3002\n\u5b98\u7f51\n\n\nTkinter\uff1aTkinter \u662f Python GUI \u7684\u4e00\u4e2a\u4e8b\u5b9e\u6807\u51c6\u5e93\u3002\n\u5b98\u7f51\n\n\nToga\uff1a\u4e00\u4e2a Python \u539f\u751f\u7684, \u64cd\u4f5c\u7cfb\u7edf\u539f\u751f\u7684 GUI \u5de5\u5177\u5305\u3002\n\u5b98\u7f51\n\n\nurwid\uff1a\u4e00\u4e2a\u7528\u6765\u521b\u5efa\u7ec8\u7aef GUI \u5e94\u7528\u7684\u5e93\uff0c\u652f\u6301\u7ec4\u4ef6\uff0c\u4e8b\u4ef6\u548c\u4e30\u5bcc\u7684\u8272\u5f69\u7b49\u3002\n\u5b98\u7f51\n\n\nwxPython\uff1awxPython \u662f wxWidgets C++ \u7c7b\u5e93\u548c Python \u8bed\u8a00\u6df7\u5408\u7684\u4ea7\u7269\u3002\n\u5b98\u7f51\n\n\nPyGObject\uff1aGLib/GObject/GIO/GTK+ (GTK+3) \u7684 Python \u7ed1\u5b9a\u3002\n\u5b98\u7f51\n\n\nFlexx\uff1aFlexx \u662f\u4e00\u4e2a\u7eaf Python \u8bed\u8a00\u7f16\u5199\u7684\u7528\u6765\u521b\u5efa GUI \u7a0b\u5e8f\u7684\u5de5\u5177\u96c6\uff0c\u5b83\u4f7f\u7528 web \u6280\u672f\u8fdb\u884c\u754c\u9762\u7684\u5c55\u793a\u3002\n\u5b98\u7f51\n\n\n\n\n\u6e38\u620f\u5f00\u53d1\n\n\n\u8d85\u8d5e\u7684\u6e38\u620f\u5f00\u53d1\u5e93\u3002\n\n\n\n\nCocos2d\uff1acocos2d \u662f\u4e00\u4e2a\u7528\u6765\u5f00\u53d1 2D \u6e38\u620f\uff0c \u793a\u4f8b\u548c\u5176\u4ed6\u56fe\u5f62/\u4ea4\u4e92\u5e94\u7528\u7684\u6846\u67b6\u3002\u57fa\u4e8e pyglet\u3002\n\u5b98\u7f51\n\n\nPanda3D\uff1a\u7531\u8fea\u58eb\u5c3c\u5f00\u53d1\u7684 3D \u6e38\u620f\u5f15\u64ce\uff0c\u5e76\u7531\u5361\u5185\u57fa\u6885\u9647\u5a31\u4e50\u6280\u672f\u4e2d\u5fc3\u8d1f\u8d23\u7ef4\u62a4\u3002\u4f7f\u7528 C++ \u7f16\u5199, \u9488\u5bf9 Python \u8fdb\u884c\u4e86\u5b8c\u5168\u7684\u5c01\u88c5\u3002\n\u5b98\u7f51\n\n\nPygame\uff1aPygame \u662f\u4e00\u7ec4 Python \u6a21\u5757\uff0c\u7528\u6765\u7f16\u5199\u6e38\u620f\u3002\n\u5b98\u7f51\n\n\nPyOgre\uff1aOgre 3D \u6e32\u67d3\u5f15\u64ce\u7684 Python \u7ed1\u5b9a\uff0c\u53ef\u4ee5\u7528\u6765\u5f00\u53d1\u6e38\u620f\u548c\u4eff\u771f\u7a0b\u5e8f\u7b49\u4efb\u4f55 3D \u5e94\u7528\u3002\n\u5b98\u7f51\n\n\nPyOpenGL\uff1aOpenGL \u7684 Python \u7ed1\u5b9a\u53ca\u5176\u76f8\u5173 APIs\u3002\n\u5b98\u7f51\n\n\nPySDL2\uff1aSDL2 \u5e93\u7684\u5c01\u88c5\uff0c\u57fa\u4e8e ctypes\u3002\n\u5b98\u7f51\n\n\nRenPy\uff1a\u4e00\u4e2a\u89c6\u89c9\u5c0f\u8bf4\uff08visual novel\uff09\u5f15\u64ce\u3002\n\u5b98\u7f51\n\n\n\n\n\u65e5\u5fd7\n\n\n\u7528\u6765\u751f\u6210\u548c\u64cd\u4f5c\u65e5\u5fd7\u7684\u5e93\u3002\n\n\n\n\nlogging\uff1a(Python \u6807\u51c6\u5e93) \u4e3a Python \u63d0\u4f9b\u65e5\u5fd7\u529f\u80fd\u3002\n\u5b98\u7f51\n\n\nlogbook\uff1aLogging \u5e93\u7684\u66ff\u4ee3\u54c1\u3002\n\u5b98\u7f51\n\n\nEliot\uff1a\u4e3a\u590d\u6742\u7684\u548c\u5206\u5e03\u5f0f\u7cfb\u7edf\u521b\u5efa\u65e5\u5fd7\u3002\n\u5b98\u7f51\n\n\nRaven\uff1aSentry \u7684 Python \u5ba2\u6237\u7aef\u3002\n\u5b98\u7f51\n\n\nSentry\uff1a\u5b9e\u65f6\u8bb0\u5f55\u548c\u6536\u96c6\u65e5\u5fd7\u7684\u670d\u52a1\u5668\u3002\n\u5b98\u7f51\n\n\n\n\n\u6d4b\u8bd5\n\n\n\u8fdb\u884c\u4ee3\u7801\u5e93\u6d4b\u8bd5\u548c\u751f\u6210\u6d4b\u8bd5\u6570\u636e\u7684\u5e93\u3002\n\n\n\n\n\u6d4b\u8bd5\u6846\u67b6\n\n\nunittest\uff1a(Python \u6807\u51c6\u5e93) \u5355\u5143\u6d4b\u8bd5\u6846\u67b6\u3002\n\u5b98\u7f51\n\n\nnose\uff1anose \u6269\u5c55\u4e86 unittest \u7684\u529f\u80fd\u3002\n\u5b98\u7f51\n\n\ncontexts\uff1a\u4e00\u4e2a Python 3.3+ \u7684 BDD \u6846\u67b6\u3002\u53d7\u5230 C# \u2013 Machine.Specifications \u7684\u542f\u53d1\u3002\n\u5b98\u7f51\n\n\nhypothesis\uff1aHypothesis \u662f\u4e00\u4e2a\u57fa\u4e8e\u5148\u8fdb\u7684 Quickcheck \u98ce\u683c\u7279\u6027\u7684\u6d4b\u8bd5\u5e93\u3002\n\u5b98\u7f51\n\n\nmamba\uff1aPython \u7684\u7ec8\u6781\u6d4b\u8bd5\u5de5\u5177\uff0c \u62e5\u62a4 BDD\u3002\n\u5b98\u7f51\n\n\nPyAutoGUI\uff1aPyAutoGUI \u662f\u4e00\u4e2a\u4eba\u6027\u5316\u7684\u8de8\u5e73\u53f0 GUI \u81ea\u52a8\u6d4b\u8bd5\u6a21\u5757\u3002\n\u5b98\u7f51\n\n\npyshould\uff1aShould \u98ce\u683c\u7684\u65ad\u8a00\uff0c\u57fa\u4e8e \nPyHamcrest\n\u3002\n\u5b98\u7f51\n\n\npytest\uff1a\u4e00\u4e2a\u6210\u719f\u7684\u5168\u529f\u80fd Python \u6d4b\u8bd5\u5de5\u5177\u3002\n\u5b98\u7f51\n\n\ngreen\uff1a\u5e72\u51c0\uff0c\u591a\u5f69\u7684\u6d4b\u8bd5\u5de5\u5177\u3002\n\u5b98\u7f51\n\n\npyvows\uff1aBDD \u98ce\u683c\u7684\u6d4b\u8bd5\u5de5\u5177\uff0c\u53d7 Vows.js \u7684\u542f\u53d1\u3002\n\u5b98\u7f51\n\n\nRobot Framework\uff1a\u4e00\u4e2a\u901a\u7528\u7684\u81ea\u52a8\u5316\u6d4b\u8bd5\u6846\u67b6\u3002\n\u5b98\u7f51\n\n\n\n\n\n\nWeb \u6d4b\u8bd5\n\n\nSelenium\uff1a\nSelenium\n WebDriver \u7684 Python \u7ed1\u5b9a\u3002\n\u5b98\u7f51\n\n\nlocust\uff1a\u4f7f\u7528 Python \u7f16\u5199\u7684\uff0c\u53ef\u6269\u5c55\u7684\u7528\u6237\u52a0\u8f7d\u6d4b\u8bd5\u5de5\u5177\u3002\n\u5b98\u7f51\n\n\nsixpack\uff1a\u4e00\u4e2a\u548c\u8bed\u8a00\u65e0\u5173\u7684 A/B \u6d4b\u8bd5\u6846\u67b6\u3002\n\u5b98\u7f51\n\n\nsplinter\uff1a\u5f00\u6e90\u7684 web \u5e94\u7528\u6d4b\u8bd5\u5de5\u5177\u3002\n\u5b98\u7f51\n\n\n\n\n\n\nMock \u6d4b\u8bd5\n\n\nmock\uff1a(Python \u6807\u51c6\u5e93) 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Mining\n\uff1a\u4f7f\u7528 Python \u6316\u6398\u5546\u4e1a\u60c5\u62a5 (BI) (Pandas web \u63a5\u53e3)\u3002\n\u5b98\u7f51\n\n\norange\n\uff1a\u901a\u8fc7\u53ef\u89c6\u5316\u7f16\u7a0b\u6216 Python \u811a\u672c\u8fdb\u884c\u6570\u636e\u6316\u6398\uff0c\u6570\u636e\u53ef\u89c6\u5316\uff0c\u5206\u6790\u548c\u673a\u5668\u5b66\u4e60\u3002\n\u5b98\u7f51\n\n\nPandas\uff1a\u63d0\u4f9b\u9ad8\u6027\u80fd\uff0c\u6613\u7528\u7684\u6570\u636e\u7ed3\u6784\u548c\u6570\u636e\u5206\u6790\u5de5\u5177\u3002\n\u5b98\u7f51\n\n\nPyDy\uff1aPyDy \u662f Python Dynamics \u7684\u7f29\u5199\uff0c\u7528\u6765\u4e3a\u52a8\u529b\u5b66\u8fd0\u52a8\u5efa\u6a21\u5de5\u4f5c\u6d41\u7a0b\u63d0\u4f9b\u5e2e\u52a9\uff0c \u57fa\u4e8e NumPy, SciPy, IPython \u548c matplotlib\u3002\n\u5b98\u7f51\n\n\nPyMC\n\uff1a\u9a6c\u5c14\u79d1\u592b\u94fe\u8499\u7279\u5361\u6d1b\u91c7\u6837\u5de5\u5177\u3002\n\u5b98\u7f51\n\n\nRDKit\uff1a\u5316\u5b66\u4fe1\u606f\u5b66\u548c\u673a\u5668\u5b66\u4e60\u8f6f\u4ef6\u3002\n\u5b98\u7f51\n\n\nSciPy\n\uff1a\u7531\u4e00\u4e9b\u57fa\u4e8e Python \uff0c\u7528\u4e8e\u6570\u5b66\uff0c\u79d1\u5b66\u548c\u5de5\u7a0b\u7684\u5f00\u6e90\u8f6f\u4ef6\u6784\u6210\u7684\u751f\u6001\u7cfb\u7edf\u3002\n\u5b98\u7f51\n\n\nstatsmodels\n\uff1a\u7edf\u8ba1\u5efa\u6a21\u548c\u8ba1\u91cf\u7ecf\u6d4e\u5b66\u3002\n\u5b98\u7f51\n\n\nSymPy\uff1a\u4e00\u4e2a\u7528\u4e8e\u7b26\u53f7\u6570\u5b66\u7684 Python \u5e93\u3002\n\u5b98\u7f51\n\n\nzipline\uff1a\u4e00\u4e2a Python \u7b97\u6cd5\u4ea4\u6613\u5e93\u3002\n\u5b98\u7f51\n\n\nBayesian-belief-networks\n\uff1a\u4f18\u96c5\u7684\u8d1d\u53f6\u65af\u4fe1\u5ff5\u7f51\u7edc\u6846\u67b6\u3002\n\u5b98\u7f51\n\n\n\n\n\u6570\u636e\u53ef\u89c6\u5316\n\n\n\u8fdb\u884c\u6570\u636e\u53ef\u89c6\u5316\u7684\u5e93\u3002 \u53c2\u89c1: \nawesome-javascript\n\u3002\n\n\n\n\nmatplotlib\uff1a\u4e00\u4e2a Python 2D \u7ed8\u56fe\u5e93\u3002\n\u5b98\u7f51\n\n\nbokeh\uff1a\u7528 Python \u8fdb\u884c\u4ea4\u4e92\u5f0f web \u7ed8\u56fe\u3002\n\u5b98\u7f51\n\n\nggplot\uff1aggplot2 \u7ed9 R \u63d0\u4f9b\u7684 API \u7684 Python \u7248\u672c\u3002\n\u5b98\u7f51\n\n\nplotly\uff1a\u534f\u540c Python \u548c matplotlib \u5de5\u4f5c\u7684 web \u7ed8\u56fe\u5e93\u3002\n\u5b98\u7f51\n\n\npyecharts\uff1a\u57fa\u4e8e\u767e\u5ea6 Echarts \u7684\u6570\u636e\u53ef\u89c6\u5316\u5e93\u3002\n\u5b98\u7f51\n\n\npygal\uff1a\u4e00\u4e2a Python SVG \u56fe\u8868\u521b\u5efa\u5de5\u5177\u3002\n\u5b98\u7f51\n\n\npygraphviz\uff1aGraphviz \u7684 Python \u63a5\u53e3\u3002\n\u5b98\u7f51\n\n\nPyQtGraph\uff1a\u4ea4\u4e92\u5f0f\u5b9e\u65f6 2D/3D/ \u56fe\u50cf\u7ed8\u5236\u53ca\u79d1\u5b66/\u5de5\u7a0b\u5b66\u7ec4\u4ef6\u3002\n\u5b98\u7f51\n\n\nSnakeViz\uff1a\u4e00\u4e2a\u57fa\u4e8e\u6d4f\u89c8\u5668\u7684 Python's cProfile \u6a21\u5757\u8f93\u51fa\u7ed3\u679c\u67e5\u770b\u5de5\u5177\u3002\n\u5b98\u7f51\n\n\nvincent\uff1a\u628a Python \u8f6c\u6362\u4e3a Vega \u8bed\u6cd5\u7684\u8f6c\u6362\u5de5\u5177\u3002\n\u5b98\u7f51\n\n\nVisPy\uff1a\u57fa\u4e8e OpenGL \u7684\u9ad8\u6027\u80fd\u79d1\u5b66\u53ef\u89c6\u5316\u5de5\u5177\u3002\n\u5b98\u7f51\n\n\n\n\n\u8ba1\u7b97\u673a\u89c6\u89c9\n\n\n\u8ba1\u7b97\u673a\u89c6\u89c9\u5e93\u3002\n\n\n\n\nOpenCV\uff1a\u5f00\u6e90\u8ba1\u7b97\u673a\u89c6\u89c9\u5e93\u3002\n\u5b98\u7f51\n\n\npyocr\uff1aTesseract \u548c Cuneiform \u7684\u5305\u88c5\u5e93\u3002\n\u5b98\u7f51\n\n\npytesseract\uff1a\nGoogle Tesseract OCR\n \u7684\u53e6\u4e00\u5305\u88c5\u5e93\u3002\n\u5b98\u7f51\n\n\nSimpleCV\n\uff1a\u4e00\u4e2a\u7528\u6765\u521b\u5efa\u8ba1\u7b97\u673a\u89c6\u89c9\u5e94\u7528\u7684\u5f00\u6e90\u6846\u67b6\u3002\n\u5b98\u7f51\n\n\n\n\n\u673a\u5668\u5b66\u4e60\n\n\n\u673a\u5668\u5b66\u4e60\u5e93\u3002 \u53c2\u89c1: \nawesome-machine-learning\n.\n\n\n\n\nCaffe: \u4e00\u4e2a \nCaffe\n \u7684 python \u63a5\u53e3\u3002\n\u5b98\u7f51\n\n\nCaffe2\n\uff1a\u4e00\u4e2a\u8f7b\u91cf\u7ea7\u7684\uff0c\u6a21\u5757\u5316\u7684\uff0c\u53ef\u6269\u5c55\u7684\u6df1\u5ea6\u5b66\u4e60\u6846\u67b6\u3002\n\u5b98\u7f51\n\n\nCrab\uff1a\u7075\u6d3b\u3001\u5feb\u901f\u7684\u63a8\u8350\u5f15\u64ce\u3002\n\u5b98\u7f51\n\n\ngensim\uff1a\u4eba\u6027\u5316\u7684\u8bdd\u9898\u5efa\u6a21\u5e93\u3002\n\u5b98\u7f51\n\n\nhebel\uff1aGPU \u52a0\u901f\u7684\u6df1\u5ea6\u5b66\u4e60\u5e93\u3002\n\u5b98\u7f51\n\n\nkeras\n: \u4ee5 tensorflow/theano/CNTK \u4e3a\u540e\u7aef\u7684\u6df1\u5ea6\u5b66\u4e60\u5c01\u88c5\u5e93\uff0c\u5feb\u901f\u4e0a\u624b\u795e\u7ecf\u7f51\u7edc\u3002\n\u5b98\u7f51\n\n\nMXNet\n\uff1a\u4e00\u4e2a\u9ad8\u6548\u548c\u7075\u6d3b\u7684\u6df1\u5ea6\u5b66\u4e60\u6846\u67b6\u3002\n\u5b98\u7f51\n\n\nNuPIC\uff1a\u667a\u80fd\u8ba1\u7b97 Numenta \u5e73\u53f0\u3002\n\u5b98\u7f51\n\n\npattern\uff1aPython \u7f51\u7edc\u6316\u6398\u6a21\u5757\u3002\n\u5b98\u7f51\n\n\nPyBrain\n\uff1a\u53e6\u4e00\u4e2a Python \u673a\u5668\u5b66\u4e60\u5e93\u3002\n\u5b98\u7f51\n\n\npydeep\uff1aPython \u6df1\u5ea6\u5b66\u4e60\u5e93\u3002\n\u5b98\u7f51\n\n\nPylearn2\n\uff1a\u4e00\u4e2a\u57fa\u4e8e \nTheano\n \u7684\u673a\u5668\u5b66\u4e60\u5e93\u3002\n\u5b98\u7f51\n\n\npython-recsys\n\uff1a\u4e00\u4e2a\u7528\u6765\u5b9e\u73b0\u63a8\u8350\u7cfb\u7edf\u7684 Python \u5e93\u3002\n\u5b98\u7f51\n\n\nPytorch\n\uff1a\u4e00\u4e2a\u5177\u6709\u5f20\u91cf\u548c\u52a8\u6001\u795e\u7ecf\u7f51\u7edc\uff0c\u5e76\u6709\u5f3a\u5927 GPU \u52a0\u901f\u80fd\u529b\u7684\u6df1\u5ea6\u5b66\u4e60\u6846\u67b6\u3002\n\u5b98\u7f51\n\n\nscikit-learn\uff1a\u57fa\u4e8e SciPy \u6784\u5efa\u7684\u673a\u5668\u5b66\u4e60 Python \u6a21\u5757\u3002\n\u5b98\u7f51\n\n\nskflow\uff1a\u4e00\u4e2a \nTensorFlow\n \u7684\u7b80\u5316\u63a5\u53e3(\u6a21\u4eff scikit-learn)\u3002\n\u5b98\u7f51\n\n\nTensorFlow\n\uff1a\u8c37\u6b4c\u5f00\u6e90\u7684\u6700\u53d7\u6b22\u8fce\u7684\u6df1\u5ea6\u5b66\u4e60\u6846\u67b6\u3002\n\u5b98\u7f51\n\n\nTheano\uff1a\u4e00\u4e2a\u5feb\u901f\u6570\u503c\u8ba1\u7b97\u5e93\u3002\n\u5b98\u7f51\n\n\nvowpalporpoise\uff1a\u8f7b\u91cf\u7ea7 \nVowpal Wabbit\n \u7684 Python \u5c01\u88c5\u3002\n\u5b98\u7f51\n\n\n\n\nMapReduce\n\n\nMapReduce \u6846\u67b6\u548c\u5e93\u3002\n\n\n\n\ndpark\n\uff1aSpark \u7684 Python \u514b\u9686\u7248\uff0c\u4e00\u4e2a\u7c7b\u4f3c MapReduce \u7684\u6846\u67b6\u3002\n\u5b98\u7f51\n\n\ndumbo\uff1a\u8fd9\u4e2a Python \u6a21\u5757\u53ef\u4ee5\u8ba9\u4eba\u8f7b\u677e\u7684\u7f16\u5199\u548c\u8fd0\u884c Hadoop \u7a0b\u5e8f\u3002\n\u5b98\u7f51\n\n\nluigi\uff1a\u8fd9\u4e2a\u6a21\u5757\u5e2e\u4f60\u6784\u5efa\u6279\u5904\u7406\u4f5c\u4e1a\u7684\u590d\u6742\u6d41\u6c34\u7ebf\u3002\n\u5b98\u7f51\n\n\nmrjob\uff1a\u5728 Hadoop \u6216 Amazon Web Services \u4e0a\u8fd0\u884c MapReduce \u4efb\u52a1\u3002\n\u5b98\u7f51\n\n\nPySpark\uff1aSpark \u7684 Python API \u3002\n\u5b98\u7f51\n\n\nstreamparse\uff1a\u8fd0\u884c\u9488\u5bf9\u4e8b\u5b9e\u6570\u636e\u6d41\u7684 Python \u4ee3\u7801\u3002\u96c6\u6210\u4e86 \nApache Storm\n\u3002\n\u5b98\u7f51\n\n\n\n\n\u51fd\u6570\u5f0f\u7f16\u7a0b\n\n\n\u4f7f\u7528 Python \u8fdb\u884c\u51fd\u6570\u5f0f\u7f16\u7a0b\u3002\n\n\n\n\nCyToolz\uff1aToolz \u7684 Cython \u5b9e\u73b0 : \u9ad8\u6027\u80fd\u51fd\u6570\u5f0f\u5de5\u5177\u3002\n\u5b98\u7f51\n\n\nfn.py\uff1a\u5728 Python \u4e2d\u8fdb\u884c\u51fd\u6570\u5f0f\u7f16\u7a0b : \u5b9e\u73b0\u4e86\u4e00\u4e9b\u4eab\u53d7\u51fd\u6570\u5f0f\u7f16\u7a0b\u7f3a\u5931\u7684\u529f\u80fd\u3002\n\u5b98\u7f51\n\n\nfuncy\uff1a\u70ab\u9177\u53c8\u5b9e\u7528\u7684\u51fd\u6570\u5f0f\u5de5\u5177\u3002\n\u5b98\u7f51\n\n\nToolz\uff1a\u4e00\u7ec4\u7528\u4e8e\u8fed\u4ee3\u5668\uff0c\u51fd\u6570\u548c\u5b57\u5178\u7684\u51fd\u6570\u5f0f\u7f16\u7a0b\u5de5\u5177\u3002\n\u5b98\u7f51\n\n\n\n\n\u7b2c\u4e09\u65b9 API\n\n\n\u7528\u6765\u8bbf\u95ee\u7b2c\u4e09\u65b9 API \u7684\u5e93\u3002 \u53c2\u89c1\uff1a \nList of Python API Wrappers and Libraries\n\u3002\n\n\n\n\napache-libcloud\uff1a\u4e00\u4e2a\u4e3a\u5404\u79cd\u4e91\u8bbe\u8ba1\u7684 Python \u5e93\u3002\n\u5b98\u7f51\n\n\nboto\uff1aAmazon Web Services \u7684 Python \u63a5\u53e3\u3002\n\u5b98\u7f51\n\n\ndjango-wordpress\uff1aWordPress models and views for Django.\n\u5b98\u7f51\n\n\nfacebook-sdk\uff1aFacebook \u5e73\u53f0\u7684 Python SDK.\n\u5b98\u7f51\n\n\nfacepy\uff1aFacepy \u8ba9\u548c Facebook's Graph API \u7684\u4ea4\u4e92\u53d8\u5f97\u66f4\u5bb9\u6613\u3002\n\u5b98\u7f51\n\n\ngmail\uff1aGmail \u7684 Python \u63a5\u53e3\u3002\n\u5b98\u7f51\n\n\ngoogle-api-python-client\uff1aPython \u7528\u7684 Google APIs \u5ba2\u6237\u7aef\u5e93\u3002\n\u5b98\u7f51\n\n\ngspread\uff1aGoogle \u7535\u5b50\u8868\u683c\u7684 Python API.\n\u5b98\u7f51\n\n\ntwython\uff1aTwitter API \u7684\u5c01\u88c5\u3002\n\u5b98\u7f51\n\n\n\n\nDevOps \u5de5\u5177\n\n\n\u7528\u4e8e DevOps \u7684\u8f6f\u4ef6\u548c\u5e93\u3002\n\n\n\n\nAnsible\uff1a\u4e00\u4e2a\u975e\u5e38\u7b80\u5355\u7684 IT \u81ea\u52a8\u5316\u5e73\u53f0\u3002\n\u5b98\u7f51\n\n\nSaltStack\uff1a\u57fa\u7840\u8bbe\u65bd\u81ea\u52a8\u5316\u548c\u7ba1\u7406\u7cfb\u7edf\u3002\n\u5b98\u7f51\n\n\nOpenStack\uff1a\u7528\u4e8e\u6784\u5efa\u79c1\u6709\u548c\u516c\u6709\u4e91\u7684\u5f00\u6e90\u8f6f\u4ef6\u3002\n\u5b98\u7f51\n\n\nDocker Compose\uff1a\u5feb\u901f\uff0c\u5206\u79bb\u7684\u5f00\u53d1\u73af\u5883\uff0c\u4f7f\u7528 Docker\u3002\n\u5b98\u7f51\n\n\nFabric\uff1a\u4e00\u4e2a\u7b80\u5355\u7684\uff0cPython \u98ce\u683c\u7684\u5de5\u5177\uff0c\u7528\u6765\u8fdb\u884c\u8fdc\u7a0b\u6267\u884c\u548c\u90e8\u7f72\u3002\n\u5b98\u7f51\n\n\ncuisine\uff1a\u4e3a Fabric \u63d0\u4f9b\u4e00\u7cfb\u5217\u9ad8\u7ea7\u51fd\u6570\u3002\n\u5b98\u7f51\n\n\nFabtools\uff1a\u4e00\u4e2a\u7528\u6765\u7f16\u5199\u8d85\u8d5e\u7684 Fabric \u6587\u4ef6\u7684\u5de5\u5177\u3002\n\u5b98\u7f51\n\n\ngitapi\uff1aGit \u7684\u7eaf Python API\u3002\n\u5b98\u7f51\n\n\nhgapi\uff1aMercurial \u7684\u7eaf Python API\u3002\n\u5b98\u7f51\n\n\nhoncho\uff1a\nForeman\n \u7684 Python \u514b\u9686\u7248\uff0c\u7528\u6765\u7ba1\u7406\u57fa\u4e8e \nProcfile\n \u7684\u5e94\u7528\u3002\n\u5b98\u7f51\n\n\npexpect\uff1aControlling interactive programs in a pseudo-terminal like \u5728\u4e00\u4e2a\u4f2a\u7ec8\u7aef\u4e2d\u63a7\u5236\u4ea4\u4e92\u7a0b\u5e8f\uff0c\u5c31\u50cf GNU expect 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\u63d0\u4f9b\u8f7b\u91cf\u7ea7\u4f5c\u4e1a\u6d41\u6c34\u7ebf\u7684\u5de5\u5177\u3002\n\u5b98\u7f51\n\n\nPlan\uff1a\u5982\u6709\u795e\u52a9\u5730\u7f16\u5199 crontab \u6587\u4ef6\u3002\n\u5b98\u7f51\n\n\nschedule\uff1a\u4eba\u6027\u5316\u7684 Python \u4efb\u52a1\u8c03\u5ea6\u5e93\u3002\n\u5b98\u7f51\n\n\nSpiff\uff1a\u4f7f\u7528\u7eaf Python \u5b9e\u73b0\u7684\u5f3a\u5927\u7684\u5de5\u4f5c\u6d41\u5f15\u64ce\u3002\n\u5b98\u7f51\n\n\nTaskFlow\uff1a\u4e00\u4e2a\u53ef\u4ee5\u8ba9\u4f60\u65b9\u4fbf\u6267\u884c\u4efb\u52a1\u7684 Python \u5e93\uff0c\u4e00\u81f4\u5e76\u4e14\u53ef\u9760\u3002\n\u5b98\u7f51\n\n*\u00a0 AirFlow\uff1aAirflow 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