基于Python强化学习PPO算法在中国A股市场的应用(构建投资组合)

上传者: 39559994 | 上传时间: 2024-05-20 15:27:15 | 文件大小: 4.29MB | 文件类型: RAR
(1)在中国A股市场15只股票上的应用 (2)构建投资组合 (3)每日调仓 (4)绘制收益率曲线 (5)PPO算法

文件下载

资源详情

[{"title":"( 35 个子文件 4.29MB ) 基于Python强化学习PPO算法在中国A股市场的应用(构建投资组合)","children":[{"title":"PPO","children":[{"title":"net.py <span style='color:#111;'> 2.31KB </span>","children":null,"spread":false},{"title":"look_data.py <span style='color:#111;'> 657B </span>","children":null,"spread":false},{"title":"train.py <span style='color:#111;'> 3.08KB </span>","children":null,"spread":false},{"title":"stock_env.py <span style='color:#111;'> 10.80KB </span>","children":null,"spread":false},{"title":"replay_buffer.py <span style='color:#111;'> 385B </span>","children":null,"spread":false},{"title":"main.py <span style='color:#111;'> 7.60KB </span>","children":null,"spread":false},{"title":"__pycache__","children":[{"title":"stock_env.cpython-38.pyc <span style='color:#111;'> 7.62KB </span>","children":null,"spread":false},{"title":"agent_base.cpython-38.pyc <span style='color:#111;'> 12.56KB </span>","children":null,"spread":false},{"title":"net.cpython-38.pyc <span style='color:#111;'> 2.62KB </span>","children":null,"spread":false},{"title":"replay_buffer.cpython-38.pyc <span style='color:#111;'> 940B </span>","children":null,"spread":false},{"title":"train.cpython-38.pyc <span style='color:#111;'> 2.34KB </span>","children":null,"spread":false},{"title":"agent.cpython-38.pyc <span style='color:#111;'> 7.65KB </span>","children":null,"spread":false}],"spread":true},{"title":"agent_base.py <span style='color:#111;'> 15.92KB </span>","children":null,"spread":false},{"title":".idea","children":[{"title":".gitignore <span style='color:#111;'> 50B </span>","children":null,"spread":false},{"title":"workspace.xml <span style='color:#111;'> 4.46KB </span>","children":null,"spread":false},{"title":"misc.xml <span style='color:#111;'> 202B </span>","children":null,"spread":false},{"title":"modules.xml <span style='color:#111;'> 265B </span>","children":null,"spread":false},{"title":"PPO.iml <span style='color:#111;'> 338B </span>","children":null,"spread":false},{"title":"inspectionProfiles","children":[{"title":"Project_Default.xml <span style='color:#111;'> 507B </span>","children":null,"spread":false},{"title":"profiles_settings.xml <span style='color:#111;'> 174B </span>","children":null,"spread":false}],"spread":false}],"spread":true},{"title":"StockTradingEnv-v2_PPO_0","children":[{"title":"actor_00000000334866_00000274_00000.60.pth <span style='color:#111;'> 150.21KB </span>","children":null,"spread":false},{"title":"actor_00000000224910_00000182_00000.49.pth <span style='color:#111;'> 150.21KB </span>","children":null,"spread":false},{"title":"actor_00000000114954_00000093_00000.43.pth <span style='color:#111;'> 150.21KB </span>","children":null,"spread":false},{"title":"actor_00000000499800_00000400_00000.70.pth <span style='color:#111;'> 150.21KB </span>","children":null,"spread":false},{"title":"actor_00000000059976_00000049_00000.35.pth <span style='color:#111;'> 150.21KB </span>","children":null,"spread":false},{"title":"actor_00000000279888_00000228_00000.57.pth <span style='color:#111;'> 150.21KB </span>","children":null,"spread":false},{"title":"actor_00000000169932_00000137_00000.42.pth <span style='color:#111;'> 150.21KB </span>","children":null,"spread":false},{"title":"actor_00000000444822_00000358_00000.65.pth <span style='color:#111;'> 150.21KB </span>","children":null,"spread":false},{"title":"actor_00000000004998_00000005_00000.35.pth <span style='color:#111;'> 150.21KB </span>","children":null,"spread":false},{"title":"actor_00000000389844_00000316_00000.65.pth <span style='color:#111;'> 150.21KB </span>","children":null,"spread":false}],"spread":true},{"title":"data","children":[{"title":"China_A_shares.pandas.dataframe <span style='color:#111;'> 2.15MB </span>","children":null,"spread":false},{"title":"China_A_shares.numpy.npz <span style='color:#111;'> 928.44KB </span>","children":null,"spread":false},{"title":"China_A_shares.numpy1.npz <span style='color:#111;'> 928.44KB </span>","children":null,"spread":false},{"title":"return.png <span style='color:#111;'> 114.45KB </span>","children":null,"spread":false}],"spread":true},{"title":"agent.py <span style='color:#111;'> 9.98KB </span>","children":null,"spread":false}],"spread":false}],"spread":true}]

评论信息

免责申明

【只为小站】的资源来自网友分享,仅供学习研究,请务必在下载后24小时内给予删除,不得用于其他任何用途,否则后果自负。基于互联网的特殊性,【只为小站】 无法对用户传输的作品、信息、内容的权属或合法性、合规性、真实性、科学性、完整权、有效性等进行实质审查;无论 【只为小站】 经营者是否已进行审查,用户均应自行承担因其传输的作品、信息、内容而可能或已经产生的侵权或权属纠纷等法律责任。
本站所有资源不代表本站的观点或立场,基于网友分享,根据中国法律《信息网络传播权保护条例》第二十二条之规定,若资源存在侵权或相关问题请联系本站客服人员,zhiweidada#qq.com,请把#换成@,本站将给予最大的支持与配合,做到及时反馈和处理。关于更多版权及免责申明参见 版权及免责申明