[{"data":1,"prerenderedAt":79},["ShallowReactive",2],{"project-argus-maximus-zh":3,"titles-zh":72},{"project":4,"notes":71},{"id":5,"title":6,"body":7,"cover":53,"date":54,"demo":53,"description":46,"draft":55,"extension":56,"featured":55,"meta":57,"navigation":58,"order":59,"path":60,"repo":61,"seo":62,"status":63,"stem":64,"summary":65,"tags":66,"__hash__":70,"translated":58},"projects\u002Fprojects\u002Fargus-maximus.md","Argus Maximus",{"type":8,"value":9,"toc":45},"minimark",[10,17,20,24,27,30,33,36,39,42],[11,12,13],"blockquote",{},[14,15,16],"p",{},"百眼巨人，无所不见。",[14,18,19],{},"为 Cartola FC（巴西最大的足球经理类游戏）自动选阵的工具，分两步完成：预测和优化。",[21,22,23],"h2",{"id":23},"预测",[14,25,26],{},"首先，随机森林模型预测 500 多名可选球员在下一轮各自能拿多少分。输入包括场均得分、近期状态、主客场、对手实力，以及技术统计（抢断、射门、犯规）。",[21,28,29],{"id":29},"优化",[14,31,32],{},"然后，在每名球员都有预测得分之后，用线性规划选出实际阵容：在不超预算、阵型合规（4-3-3、4-4-2 等）的前提下，让预测总分最大。不需要手动调整阵容，求解器会直接找出在这些预测下数学上最优的球队。",[21,34,35],{"id":35},"数据",[14,37,38],{},"前几轮的历史数据来自 Henrique P. Gomide 的 caRtola 数据集，之后的数据都由项目自己的 ETL 脚本抓取。",[21,40,41],{"id":41},"下一步",[14,43,44],{},"项目仍在积极开发中。接下来会用正式的数据库替换 CSV，然后做回测，看看模型在过去几轮里实际表现如何。",{"title":46,"searchDepth":47,"depth":47,"links":48},"",2,[49,50,51,52],{"id":23,"depth":47,"text":23},{"id":29,"depth":47,"text":29},{"id":35,"depth":47,"text":35},{"id":41,"depth":47,"text":41},null,"2025-06-26",false,"md",{},true,1,"\u002Fprojects\u002Fargus-maximus","https:\u002F\u002Fgithub.com\u002Falmeidaota\u002FArgusMaximus",{"title":6,"description":46},"active","projects\u002Fargus-maximus","为 Cartola FC 自动选阵的工具。随机森林预测每名球员的得分，再用线性规划选出最优的合规阵容。",[67,68,69],"python","docker","ml","LTJogzkenoc-e9dFDh3__HsdVWCQSg_wQJO80T_4fgo",[],{"\u002Fnotes\u002Fva-longe-mas-va-acompanhado":73,"\u002Fnotes\u002Fpre-match-ratings":74,"\u002Fnotes\u002Fr2-too-good":75,"\u002Fnotes\u002Fsofascore-data-traps":76,"\u002Fprojects\u002Fargus-maximus":6,"\u002Fprojects\u002Frobbie":77,"\u002Fprojects\u002Fsofascore-rating-prediction":78},"走得远，就要结伴同行","一场比赛的评分，大部分无法预测","当 R² 好得过头","一个赛季的 Sofascore 数据，以及它在哪里说谎","robbie","Sofascore 球员评分预测",1793409193286]