{"id":11405,"date":"2026-02-13T17:11:46","date_gmt":"2026-02-13T09:11:46","guid":{"rendered":"https:\/\/yiqihuijia.com.cn\/index.php\/2026\/02\/13\/%e7%ae%80%e5%8d%95%e7%bb%9f%e8%ae%a1%ef%bc%9a%e5%a6%82%e4%bd%95%e7%94%a8-python-%e8%ae%a1%e7%ae%97%e6%89%91%e5%85%8b%e6%a6%82%e7%8e%87\/"},"modified":"2026-02-13T17:11:46","modified_gmt":"2026-02-13T09:11:46","slug":"%e7%ae%80%e5%8d%95%e7%bb%9f%e8%ae%a1%ef%bc%9a%e5%a6%82%e4%bd%95%e7%94%a8-python-%e8%ae%a1%e7%ae%97%e6%89%91%e5%85%8b%e6%a6%82%e7%8e%87","status":"publish","type":"post","link":"https:\/\/qqovblr.com\/index.php\/2026\/02\/13\/%e7%ae%80%e5%8d%95%e7%bb%9f%e8%ae%a1%ef%bc%9a%e5%a6%82%e4%bd%95%e7%94%a8-python-%e8%ae%a1%e7%ae%97%e6%89%91%e5%85%8b%e6%a6%82%e7%8e%87\/","title":{"rendered":"\u7b80\u5355\u7edf\u8ba1\uff1a\u5982\u4f55\u7528 Python \u8ba1\u7b97\u6251\u514b\u6982\u7387"},"content":{"rendered":"

\u65e0\u9650\u5fb7\u5dde\u6251\u514b\u6982\u7387\u5206\u6790_\u5fb7\u5dde\u6251\u514b \u5e73\u5c40_Python\u6251\u514b\u8d54\u7387\u8ba1\u7b97<\/p>\n

\u4ecb\u7ecd<\/p>\n

\u5728\u8fd9\u7bc7\u6587\u7ae0\u91cc\u5934\uff0c\u6211\u4eec\u628a\u600e\u6837\u4e8ePython\u91cc\u53bb\u5448\u73b0\u57fa\u7840\u7684\u6251\u514b\u5143\u7d20\uff0c\u50cf\u201c\u624b\u201d\u4ee5\u53ca\u201c\u7ec4\u5408\u201d\uff0c\u8fd8\u6709\u600e\u6837\u6765\u7b97\u51fa\u6251\u514b\u8d54\u7387\uff0c\u4e5f\u5c31\u662f\u5728\u65e0\u9650\u989d\u5fb7\u5dde\u6251\u514b\u5f53\u4e2d\u83b7\u80dc \/ \u5e73\u5c40 \/ \u5931\u8d25\u7684\u53ef\u80fd\u6027\uff0c\u7ed9\u5c55\u793a\u51fa\u6765\u4e86\u3002<\/p>\n

\u6211\u4eec\u4e88\u4ee5\u63d0\u4f9b\u5b9e\u7528\u7684\u5206\u6790\uff0c\u6b64\u5206\u6790\u662f\u4f9d\u636e\u300a\u62c9\u65af\u7ef4\u52a0\u65af\u5a01\u5c3c\u65af\u4e4b\u591c\u3009\u91cc\u7684\u771f\u5b9e\u6545\u4e8b\u800c\u6765\u7684\u3002<\/p>\n

Python\u6251\u514b\u8d54\u7387\u8ba1\u7b97_\u65e0\u9650\u5fb7\u5dde\u6251\u514b\u6982\u7387\u5206\u6790_\u5fb7\u5dde\u6251\u514b \u5e73\u5c40<\/p>\n

\u6211\u4eec\u51c6\u5907\u53bb\u7528poker\u5305\uff0c\u7528\u6765\u8868\u793a\u624b\u724c\uff0c\u8fde\u51fb\u4ee5\u53ca\u8303\u56f4\u3002\u6211\u5df2\u5bf9\u6765\u81eaKevin Tseng\u7684\u6251\u514b\u8d54\u7387\u8ba1\u7b97\u5668\u505a\u4e86\u6269\u5c55\uff0c\u6240\u4ee5\u5b83\u9664\u4e86\u80fd\u591f\u8ba1\u7b97\u5355\u4e2a\u624b\u724c\u4e4b\u5916\uff0c\u8fd8\u80fd\u591f\u57fa\u4e8e\u8303\u56f4\uff0c\u4e5f\u5c31\u662f\u53ef\u80fd\u7684\u624b\u724c\uff0c\u6765\u8ba1\u7b97\u6251\u514b\u6982\u7387<\/a>\u3002<\/p>\n

from poker import Range\nfrom poker.hand import Combo\nimport holdem_calc\nimport holdem_functions\nimport numpy as np\nimport pandas as pd\nimport matplotlib.pyplot as plt\nfrom IPython.core.display import display, HTML\nhero_odds = []\nhero_range_odds = []<\/code><\/pre>\n<\/p>\n
\u7ffb\u724c\u5708<\/p>\n
\u6211\u7684\u624b\u4e2d\u724c\u662fK\u4ee5\u53caJ\u5373KJ\u54e6\uff0c\u6211\u8fd0\u7528\u6e90\u81eapoker.hand\u7684Combo\u7c7b\u53bb\u6784\u5efa\u6211\u7684\u624b\u724c\u5462\u3002<\/p>\n
# my hand = King of spades and Jack of clubs\nhero_hand = Combo('KsJc')\nprint(hero_hand)<\/code><\/pre>\n<\/p>\n
\u6211\u6ca1\u529e\u6cd5\u6e05\u6670\u8bb0\u8d77\u7ffb\u724c\u4e4b\u524d\u6240\u53d1\u751f\u7684\u90a3\u4e9b\u4e8b\u513f\uff0c\u4ee5\u53ca\u5f53\u65f6\u6211\u6240\u5904\u7684\u4f4d\u7f6e\u3002\u7136\u800c\uff0c\u6211\u786e\u5207\u8bb0\u5f97\u7ffb\u724c\u4e4b\u524d\u662f\u6709\u52a0\u6ce8\u8fd9\u79cd\u60c5\u51b5\u5b58\u5728\u7684\uff0c\u5e76\u4e14\u7ffb\u724c\u4e4b\u540e\u5c31\u4ec5\u4ec5\u5269\u4e0b\u4e24\u540d\u9009\u624b\u4e86\u5440\uff1a\u4e00\u4e2a\u4fbf\u662f\u6211\uff0c\u53e6\u4e00\u4e2a\u662f\u5bf9\u65b9\u3002<\/p>\n
\u6b64\u523b\uff0c\u6211\u4eec\u52a1\u5fc5\u8981\u4e88\u4ee5\u7559\u610f\uff0c\u7ffb\u724c\u5708\u51fa\u73b0\u90a3\u6885\u82b1Q\uff0c\u8fd8\u6709\u7ea2\u684310\u4ee5\u53ca\u6885\u82b1J\uff0c\u786e\u5b9e\u5982\u6b64\u5440\uff0c\u6211\u7adf\u7136\u7ffb\u51fa\u4e86\u987a\u5b50\uff01<\/p>\n
\u5018\u82e5\u6ca1\u6709\u5bf9\u65b9\u6251\u514b\u7684\u5148\u9a8c\u77e5\u8bc6\uff0c\u90a3\u5c31\u9700\u8981\u8ba9\u8fd9\u6837\u7684\u5047\u8bbe\u6301\u7eed\u5b58\u5728\uff0c\u4ee5\u6b64\u6765\u9488\u5bf9\u7ffb\u724c\u540e\u7684\u8d54\u7387\u65bd\u884c\u8ba1\u7b97\u64cd\u4f5c\u3002\u4e5f\u5c31\u662f\u5728\u7ffb\u724c\u51fa\u73b0\u4e4b\u540e\uff0c\u6211\u4eec\u5fc5\u987b\u8981\u53bb\u7b97\u51fa\u6211\u7684\u724c\u80fd\u591f\u6218\u80dc\u4e00\u526f\u968f\u673a\u88ab\u62bd\u51fa\u7684\u4e00\u5bf9\u724c\u7684\u7a76\u7adf\u662f\u600e\u6837\u7684\u53ef\u80fd\u6027\u3002<\/p>\n
odds[0] \n{'tie': 0.04138424018164999, 'win': 0.9308440557284221, 'lose': 0.027771704089927955}<\/code><\/pre>\n<\/p>\n
\u5bf9\u7279\u5b9a\u7684\u5fb7\u5dde\u6251\u514b\u8d62\u624b\u6982\u7387\u8fdb\u884c\u8ba1\u7b97\u7684\u51fd\u6570calculateodds_villan\uff0c\u5b83\u51fa\u81eaHoldemcalc\uff0c\u80fd\u501f\u52a9\u8fd0\u884c\u8499\u7279\u5361\u6d1b\u5bf9\u8be5\u6982\u7387\u8fdb\u884c\u4f30\u7b97\uff0c\u8fd8\u80fd\u901a\u8fc7\u6a21\u62df\u6240\u6709\u53ef\u80fd\u60c5\u51b5\u51c6\u786e\u7b97\u51fa\u8be5\u6982\u7387\uff0c\u8fdb\u800c\u53ef\u5feb\u901f\u8ba1\u7b97\u7ffb\u724c\u540e\u7684\u786e\u5207\u8d54\u7387\uff0c\u6240\u4ee5\u5728\u6b64\u6211\u4eec\u4e0d\u9700\u8981\u8499\u7279\u5361\u6d1b\u8fd1\u4f3c\u503c\uff0c\u8fd9\u5c31\u662f\u6211\u4eec\u7684\u8d54\u7387\uff1a<\/p>\n
odds[0] \n{'tie': 0.04138424018164999, 'win': 0.9308440557284221, 'lose': 0.027771704089927955}<\/code><\/pre>\n<\/p>\n
\u8fd9\u65f6\u5019\uff0c\u6211\u6240\u611f\u77e5\u5230\u7684\u72b6\u51b5\u8fd8\u7b97\u826f\u597d\u3002\u4e8e\u968f\u673a\u60c5\u5f62\u5e95\u4e0b\uff0c\u6211\u4ec5\u4ec5\u5177\u59072.77\uff05\u7684\u6982\u7387\u906d\u9047\u5931\u8d25\uff0c\u800c\u83b7\u53d6\u80dc\u5229\u7684\u6982\u7387\u662f\u8d85\u8fc793\uff05\u7684\u3002\u8fd9\u822c\u60c5\u5f62\u662f\u9887\u4e3a\u4ee4\u4eba\u611f\u5230\u4e50\u89c2\u7684\u3002<\/p>\n
Python\u6251\u514b\u8d54\u7387\u8ba1\u7b97_\u5fb7\u5dde\u6251\u514b \u5e73\u5c40_\u65e0\u9650\u5fb7\u5dde\u6251\u514b\u6982\u7387\u5206\u6790<\/p>\n
\u7559\u610f\u5230\u7ffb\u724c\u524d\u5b58\u5728\u52a0\u6ce8\u8fd9\u4e00\u60c5\u51b5\uff0c\u800c\u4e14\u4ec5\u4ec5\u662f\u6211\u8ddf\u5bf9\u65b9\u4e8e\u7ffb\u724c\u540e\u624d\u79bb\u53bb\uff0c\u56e0\u800c\u5bf9\u65b9\u5b58\u6709\u4e00\u4e9b\u624b\u724c\uff0c\u662f\u4e0d\u662f\u8fd9\u6837\u5462\uff1f\u6211\u4eec\u628a\u8fd9\u79cd\u5177\u5907\u53ef\u80fd\u6027\u7684\u624b\u724c\u79f0\u4f5c\u8303\u56f4\u3002\u8fd9\u662f\u4f9d\u636e\u51e0\u4e2a\u8981\u7d20\uff08\u6db5\u76d6\u5bf9\u65b9\u7684\u4e3e\u6b62\u3001\u4f4d\u7f6e\u3001\u4e0b\u6ce8\u5927\u5c0f\u7b49\uff09\u63a8\u5bfc\u5f97\u51fa\u7684\u7ed3\u8bba\u3002\u6b64\u7ed3\u8bba\u81f4\u4f7f\u6211\u4eec\u5047\u5b9a\u5bf9\u65b9\u6216\u8bb8\u62e5\u6709\u4e00\u7ec4\u624b\u724c\u3002\u5c31\u76ee\u524d\u800c\u8a00\uff0c\u6211\u89c9\u5f97\u5bf9\u65b9\u6709\uff1a<\/p>\n
\u00b7 \u4e00\u5bf97\u6216\u66f4\u597d<\/p>\n
\u00b7 A \/10\u6216\u66f4\u597d<\/p>\n
\u00b7 K\/J\u6216\u66f4\u597d<\/p>\n
\u6211\u4eec\u53ef\u4ee5\u4f7f\u7528”\u7c7b\u522b\u8303\u56f4”\u6765\u8868\u793a\u8be5\u8303\u56f4\uff0c\u5982\u4e0b\u6240\u793a\uff1a<\/p>\n
villan_range = Range('77+, AT+, KJ+')\ndisplay(HTML(villan_range.to_html()))\nprint(\"#combo combinations:\" + str(len(villan_range.combos)))<\/code><\/pre>\n<\/p>\n
Python\u6251\u514b\u8d54\u7387\u8ba1\u7b97_\u65e0\u9650\u5fb7\u5dde\u6251\u514b\u6982\u7387\u5206\u6790_\u5fb7\u5dde\u6251\u514b \u5e73\u5c40<\/p>\n
\u8fd9\u81f4\u4f7f\u5bf9\u65b9\u624b\u724c\u7ec4\u5408\uff0c\u4ece\u603b\u5171\u768451\u4e58\u4ee552\u51cf\u53bb1\u7b49\u4e8e2651\u4e2a\u53ef\u80fd\u6027\uff0c\u7f29\u51cf\u81f3144\u79cd\u53ef\u80fd\u6027\u3002\u5982\u4eca\u5047\u5b9a\u5bf9\u65b9\u624b\u724c\u7684\u8303\u56f4\uff0c\u4ee5\u6b64\u6765\u8ba1\u7b97\u6211\u7684\u8d54\u7387\u3002<\/p>\n
{'tie': 0.11423324150596878, 'win': 0.8030711151923272, 'lose': 0.08269564330170391}<\/code><\/pre>\n<\/p>\n
for hand_ranking in holdem_functions.hand_rankings:\n    print(hand_ranking +\": \" + str(np.mean([res[1][1][hand_ranking] for res in items if res])))<\/code><\/pre>\n<\/p>\n
\u5728\u5047\u5b9a\u8303\u56f4\u4e4b\u5185\uff0c\u6211\u7684\u83b7\u80dc\u6982\u7387\u753193\uff05\u964d\u81f380\uff05\uff0c\u7136\u800c\uff0c\u6211\u4f9d\u65e7\u6781\u6709\u53ef\u80fd\u635f\u59318.2\uff05\uff0c\u4e8e\u8fd9\u4e00\u70b9\uff0c\u6211\u5341\u5206\u660e\u6670\uff0c\u53ef\u662f\u6211\u5e94\u4e0d\u5e94\u8be5\u6301\u7eed\u5462\uff1f\u6211\u4e07\u5206\u671f\u671b\u5bf9\u65b9\u6301\u7eed\u6bd4\u8d5b\u4e14\u4e0d\u653e\u5f03\u51fa\u724c\uff0c\u4e0d\u8fc7\u4ed6\u5728\u7ffb\u724c\u4e4b\u540e\u6301\u6709\u597d\u724c\u7684\u53ef\u80fd\u6027\u7a76\u7adf\u6709\u591a\u5c11\u5462\uff1f\u54b1\u4eec\u77a7\u77a7\u8981\u662f\u6211\u4eec\u73a9\u5230\u6700\u540e\uff0c\u4ed6\u4f38\u624b\u7684\u6982\u7387\u662f\u51e0\u8bb8\u3002<\/p>\n
High Card: 0.06978879706152433 \nPair: 0.3662891541679421 \nTwo Pair: 0.23085399449035812 \nThree of a Kind: 0.09733700642791548 \nStraight: 0.18498112437506367 \nFlush: 0.0040608101214161816 \nFull House: 0.04205693296602388 \nFour of a Kind: 0.004560759106213652 \nStraight Flush: 2.0406081012141617e-05 \nRoyal Flush: 5.101520253035404e-05 <\/code><\/pre>\n<\/p>\n
High Card: 0.06978879706152433 \nPair: 0.3662891541679421 \nTwo Pair: 0.23085399449035812 \nThree of a Kind: 0.09733700642791548 \nStraight: 0.18498112437506367 \nFlush: 0.0040608101214161816 \nFull House: 0.04205693296602388 \nFour of a Kind: 0.004560759106213652 \nStraight Flush: 2.0406081012141617e-05 \nRoyal Flush: 5.101520253035404e-05 <\/code><\/pre>\n<\/p>\n
\u8981\u662f\u6211\u4eec\u6301\u7eed\u73a9\u4e0b\u53bb\uff0c\u5bf9\u65b9\u5b58\u5728\u7740\u505a\u51fa\u4e00\u5bf9\u7684\u53ef\u80fd\u6027\uff0836\uff05\uff09\uff0c\u6216\u8005\u505a\u51fa\u4e24\u5bf9\u7684\u53ef\u80fd\u6027\uff0823\uff05\uff09\u3002\u4ed6\u6709\u7740\u6781\u5927\u7684\u76f4\u63a5\u547d\u4e2d\u673a\u4f1a\uff0818\uff05\uff09\uff0c\u751a\u81f3\u80fd\u6253\u51fa\u76d8\uff089.7\uff05\uff09\u6216\u8005\u6ee1\u5802\uff084\uff05\uff09\u3002\u9274\u4e8e\u5bf9\u65b9\u6781\u6709\u53ef\u80fd\u6301\u6709\u5408\u7406\u7684\u624b\u724c\uff0c\u6240\u4ee5\u6211\u51b3\u5b9a\u4e0b\u9ad8\u6ce8\uff0c\u5927\u6982\u662f\u5e95\u6c60\u76842\/3\u3002<\/p>\n
\u8f6c\u724c<\/p>\n
\u5df2\u7ecf\u6765\u5230\u8f6c\u724c\u9636\u6bb5\uff0c\u51fa\u73b0\u7684\u724c\u662f\u65b9\u72472\uff082\uff09 \uff0c\u5927\u4f53\u800c\u8a00\uff0c\u8fd9\u5c5e\u4e8e\u4e00\u5f20\u6ca1\u6709\u660e\u663e\u4f5c\u7528\u7684\u724c\uff0c\u6362\u800c\u8a00\u4e4b\uff0c\u5b83\u5bf9\u4e8e\u6211\u4eec\u6b63\u8fdb\u884c\u7684\u6e38\u620f\u4e0d\u4f1a\u4ea7\u751f\u592a\u5927\u7684\u4f5c\u7528\u3002<\/p>\n
turn= [\"2d\"]\nboard = flop + turn\nvillan_hand = None\nodds = holdem_calc.calculate_odds_villan(board, exact_calculation, \n                            num_sims, read_from_file , \n                            hero_hand, villan_hand, \n                            verbose, print_elapsed_time = True)\nhero_odds.append(odds[0]['win'])\nprint(odds[0])<\/code><\/pre>\n<\/p>\n
{'tie': 0.0233201581027668, 'win': 0.9677206851119895, 'lose': 0.008959156785243741}<\/code><\/pre>\n<\/p>\n
\u5047\u8bbe\u5bf9\u65b9\u7684\u724c\u662f\u968f\u673a\u7684\uff0c\u90a3\u4e48\u6211\u73b0\u5728\u670996\uff05\u7684\u83b7\u80dc\u51e0\u7387\u3002<\/p>\n
\u65e0\u9650\u5fb7\u5dde\u6251\u514b\u6982\u7387\u5206\u6790_Python\u6251\u514b\u8d54\u7387\u8ba1\u7b97_\u5fb7\u5dde\u6251\u514b \u5e73\u5c40<\/p>\n
\u7136\u800c\uff0c\u9274\u4e8e\u6211\u6240\u5047\u8bbe\u7684\u5bf9\u65b9\u624b\u724c\u6db5\u76d6\u8303\u56f4\uff0c\u6b64\u523b\u6211\u7684\u83b7\u80dc\u6982\u7387\u7531\u7ffb\u724c\u4e4b\u9645\u7684\u767e\u5206\u4e4b\u516b\u5341\u63d0\u5347\u81f3\u767e\u5206\u4e4b\u516b\u5341\u516d\u3002\u6211\u518d\u5ea6\u8fdb\u884c\u4e0b\u6ce8\uff0c\u5bf9\u65b9\u4e88\u4ee5\u8ddf\u6ce8\uff0c\u6cb3\u724c\u51fa\u73b0\u4e86\u3002<\/p>\n
items = [holdem_calc.calculate_odds_villan(board, exact_calculation, \n                            num_sims, read_from_file , \n                            hero_hand, villan_hand, \n                            verbose, print_elapsed_time = False) for villan_hand in villan_range.combos]\nodds = {}\n[odds.update({odd_type: np.mean([res[0][odd_type] for res in items if res])}) for odd_type in [\"tie\", \"win\", \"lose\"]]<\/code><\/pre>\n<\/p>\n
{'tie': 0.10123966942148759, 'win': 0.8615702479338843, 'lose': 0.0371900826446281}<\/code><\/pre>\n<\/p>\n
\u6cb3\u724c<\/p>\n
\u5b83\u662f\u6885\u82b1 K\uff08K\uff09\u561b \uff0c\u8fd9\u4f1a\u81f4\u4f7f\u5bf9\u65b9\u66f4\u6613\u4e8e\u53d6\u5f97\u80dc\u5229 \uff0c\u6545\u800c\u8fd9\u4e8e\u6211\u800c\u8a00\u662f\u4e00\u5219\u574f\u6d88\u606f\u3002<\/p>\n
river = [\"Kc\"]\nboard = flop + turn + river \nverbose = True\nvillan_hand = None\nodds = holdem_calc.calculate_odds_villan(board, exact_calculation, \n                            num_sims, read_from_file , \n                            hero_hand, villan_hand, \n                            verbose, print_elapsed_time = True)\nhero_odds.append(odds[0]['win'])\nprint(odds[0])<\/code><\/pre>\n<\/p>\n
{'tie': 0.11818181818181818, 'win': 0.8696969696969697, 'lose': 0.012121212121212121}<\/code><\/pre>\n<\/p>\n
\u6b64\u65f6\uff0c\u6211\u4e8e\u968f\u673a\u724c\u6240\u62e5\u6709\u7684\u83b7\u80dc\u51e0\u7387\uff0c\u4ece\u767e\u5206\u4e4b\u4e5d\u5341\u516d\u964d\u4f4e\u81f3\u5927\u7ea6\u767e\u5206\u4e4b\u516b\u5341\u4e03\u3002\u7136\u800c\uff0c\u6211\u4f9d\u65e7\u4ec5\u662f\u4ee5\u767e\u5206\u4e4b\u4e00\u70b9\u4e8c\u7684\u6781\u4f4e\u6982\u7387\u8f93\u6389\u3002\u597d\u5427\uff0c\u90a3\u6761\u4e0d\u597d\u7684\u6cb3\u724c\u5e76\u975e\u662f\u90a3\u4e48\u7cdf\u7cd5\u5427\uff1f<\/p>\n
Python\u6251\u514b\u8d54\u7387\u8ba1\u7b97_\u65e0\u9650\u5fb7\u5dde\u6251\u514b\u6982\u7387\u5206\u6790_\u5fb7\u5dde\u6251\u514b \u5e73\u5c40<\/p>\n
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villan_range = Range('99+, AT+, KJ+') \ndisplay(HTML(villan_range.to_html()))\nprint(\"#combo combinations:\" + str(len(villan_range.combos)))<\/code><\/pre>\n<\/p>\n
\u65e0\u9650\u5fb7\u5dde\u6251\u514b\u6982\u7387\u5206\u6790_\u5fb7\u5dde\u6251\u514b \u5e73\u5c40_Python\u6251\u514b\u8d54\u7387\u8ba1\u7b97<\/p>\n
\u73b0\u4eca\uff0c\u5bf9\u65b9\u7684\u8fde\u51fb\u6570\u91cf\u7531\u4e00\u767e\u56db\u5341\u56db\u4e0b\u964d\u81f3\u4e00\u767e\u4e09\u5341\u4e8c\u3002\u8ba9\u54b1\u4eec\u53bb\u8ba1\u7b97\u66f4\u65b0\u4ee5\u540e\u7684\u8d54\u7387\u3002<\/p>\n
items = [holdem_calc.calculate_odds_villan(board, exact_calculation, \n                            num_sims, read_from_file , \n                            hero_hand, villan_hand, \n                            verbose, print_elapsed_time = False) for villan_hand in villan_range.combos]\nodds = {}\n[odds.update({odd_type: np.mean([res[0][odd_type] for res in items if res])}) for odd_type in [\"tie\", \"win\", \"lose\"]]<\/code><\/pre>\n<\/p>\n
{'tie': 0.12, 'win': 0.72, 'lose': 0.16}<\/code><\/pre>\n<\/p>\n
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\u65e0\u9650\u5fb7\u5dde\u6251\u514b\u6982\u7387\u5206\u6790_Python\u6251\u514b\u8d54\u7387\u8ba1\u7b97_\u5fb7\u5dde\u6251\u514b \u5e73\u5c40<\/p>\n
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1. \u7528\u4f60\u6700\u5c0f\u7684\u724c\u4f5c\u4e3a\u6cb3\u724c<\/p>\n
1. \u5229\u7528\u60a8\u6700\u5f3a\u7684\u8d44\u4ea7\u62bc\u6ce8<\/p>\n
1. \u4ee5\u4e2d\u7b49\u5f3a\u5ea6\u7684\u644a\u724c\u503c\u68c0\u67e5\u624b\u724c\uff0c\u4ee5\u671f\u8fbe\u5230\u644a\u724c<\/p>\n
for hand_ranking in holdem_functions.hand_rankings:\n    print(hand_ranking +\": \" + str(np.mean([res[1][1][hand_ranking] for res in items if res])))<\/code><\/pre>\n<\/p>\n
High Card: 0.0 \nPair: 0.5066666666666667 \nTwo Pair: 0.08 \nThree of a Kind: 0.13333333333333333 \nStraight: 0.28 \nFlush: 0.0 \nFull House: 0.0 \nFour of a Kind: 0.0 \nStraight Flush: 0.0 \nRoyal Flush: 0.0<\/code><\/pre>\n<\/p>\n
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1. \u865a\u5f20\u58f0\u52bf\uff1a\u4ed6\u62ff\u7740{\u597d\u724c\uff0c\u6210\u5bf9}\u7684\u51e0\u7387\u4e3a60.66\uff05<\/p>\n
1. \u4e2d\u5f3a\u5ea6\u724c\uff0c\u4ed6\u6709\u90a3\u4e48\u4e2a\u51e0\u7387\uff0c\u662f\u96f6\u70b9\u516b\u7684\u51e0\u7387\uff0c\u62ff\u7740\u53eb\u4e24\u5bf9\u7684\u724c\u3002<\/p>\n
1. \u4ef7\u503c\u4e0b\u6ce8\uff1a\u4ed6\u4ee541.33\uff05\u7684\u51e0\u7387\u6301\u6709{\u4e09\u79cd\u724c}<\/p>\n
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1. \u8d62\u53d6\u673a\u4f1a\u226560.66\uff05\uff08\u4fdd\u5b88\u4f30\u8ba1\uff09<\/p>\n
1. \u5e95\u6c60\u4ef7\u683c= 0.7 *\u5e95\u6c60\u5927\u5c0f<\/p>\n
\u4f9d\u636e\u76f8\u5173\u89c4\u5219\uff0c\u9884\u6d4b\u5e95\u6c60\u5927\u5c0f\uff0c\u5b83\u7b49\u4e8e\uff0c\uff081\u52a0\u4e0a0.7\uff0c\u518d\u52a0\u4e0a0.7\uff09\uff0c\u7136\u540e\u4e58\u4ee5\u5e95\u6c60\u5927\u5c0f\u3002<\/p>\n
1. \u5e95\u6c60\u8d54\u7387=\u5e95\u6c60\u4ef7\u683c\/\u9884\u6d4b\u5e95\u6c60\u5927\u5c0f= 29\uff05<\/p>\n
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\u8ba8\u8bba\u548c\u7ed3\u8bba<\/p>\n
\u5bf9\u4e8e\u672c\u6587\uff0c\u6211\u5448\u73b0\u4e86\u600e\u6837\u53bb\u5448\u73b0\u51fa\u90a3\u4e9b\u57fa\u7840\u6027\u7684\u6251\u514b\u5143\u7d20\uff0c\u50cf\u624b\u724c\u4e0e\u7ec4\u5408\u8fd9\u7c7b\uff0c\u5e76\u4e14\u5c55\u793a\u4e86\u600e\u6837\u5728\u53d9\u8bf4\u5a01\u5c3c\u65af\u4eba\u591c\u665a\u7684\u6545\u4e8b\u4e4b\u9645\uff0c\u51ed\u501f\u5047\u8bbePython\u91cc\u7684\u968f\u673a\u624b\u724c\u8fd8\u6709\u8303\u56f4\uff0c\u8fdb\u800c\u5f00\u5c55\u6251\u514b\u8d54\u7387\u8ba1\u7b97\u3002<\/p>\n
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