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new-model

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• 3b50931324 Merge branch 'REPST' of https://github.zhang-heng.com/czzhangheng/TrafficWheel into REPST REPST czzhangheng 2026-01-06 10:23:04 +0800
• 521d72587f fix repst config czzhangheng 2026-01-06 10:21:22 +0800
• 2c54d81a67 bug fixes meowhe 2026-01-05 14:18:54 +0800
• 2bfa444f8e stid config haoyu.he 2026-01-04 14:00:15 +0800
• c8416c5b01 fix STID multi output_dim czzhangheng 2026-01-04 10:01:01 +0800
• 7e2fa532de fix few-shot rate czzhangheng 2025-12-29 10:02:03 +0800
• 3ae65229c1 add few-shot czzhangheng 2025-12-29 10:00:55 +0800
• 87fab512bb fix Informer config czzhangheng 2025-12-26 14:27:54 +0800
• 3063489534 update Informer czzhangheng 2025-12-26 12:17:28 +0800
• dfc76b8e90 优化训练器更新提示，删除Informer冗余代码 czzhangheng 2025-12-22 17:25:52 +0800
• ce6959a99d fix Informer config bug czzhangheng 2025-12-21 17:45:51 +0800
• c121912f03 impl Informer czzhangheng 2025-12-21 17:24:46 +0800
• b46c16815e impl D2STGNN czzhangheng 2025-12-20 18:02:01 +0800
• 5a7ec07a12 Merge pull request 'REPST' (#3) from REPST into main main czzhangheng 2025-12-20 16:03:22 +0800
• 9d3293cef7 impl STNorm czzhangheng 2025-12-20 15:45:13 +0800
• 6a8d1f33f9 fix repst:Air bug czzhangheng 2025-12-19 11:54:07 +0800
• cc63e5078f impl FPT czzhangheng 2025-12-19 10:19:17 +0800
• 21bc05e763 修复TSLoader Bug czzhangheng 2025-12-17 17:13:16 +0800
• 1a13a32688 修复配置。ASTRA v2 or v3使用硬参数，确保配置文件完整 czzhangheng 2025-12-16 21:47:17 +0800
• b97111f5ea 统一REPST:AirQuality配置 czzhangheng 2025-12-16 17:38:37 +0800
• b38e4a5da2 修复astra bug czzhangheng 2025-12-16 17:31:57 +0800
• 85257bc61c refactor(trainer): 优化训练器代码结构并添加进度条显示 czzhangheng 2025-12-16 16:40:40 +0800
• 659b41f612 refactor(config): 统一配置文件命名并调整模型参数 czzhangheng 2025-12-15 21:33:28 +0800
• 5e52f23c8d fix(config): 修正配置文件命名不一致问题并更新训练参数 czzhangheng 2025-12-15 21:23:04 +0800
• b6d4f5daf5 refactor(dataloader): 重构数据加载器代码，优化滑动窗口生成和归一化处理 czzhangheng 2025-12-15 20:54:20 +0800
• 56b09ea8ac feat: 重构训练器和配置结构，优化模型训练流程 czzhangheng 2025-12-15 19:55:57 +0800
• 3095b7435b refactor: 重构数据加载器和训练器代码，优化代码结构和可读性 czzhangheng 2025-12-15 01:38:47 +0800
• 97743dfd05 opt trainer czzhangheng 2025-12-15 00:38:43 +0800
• 3b4acd4951 合并 czzhangheng 2025-12-14 17:50:08 +0800
• 5827554c73 改进模型注册，动态注册 czzhangheng 2025-12-14 17:48:37 +0800
• 9147803c2b 改进trainer，使用统一的loader而不是TSLoader，仅在Trainer上做了shape变换，确定尽可能少改动数据。 czzhangheng 2025-12-14 17:47:38 +0800
• 19fd7622a3 兼容InFormer czzhangheng 2025-12-11 23:16:25 +0800
• 600420e8df impl mtgnn czzhangheng 2025-12-10 23:31:17 +0800
• 4ccb029d7e impl PatchTST czzhangheng 2025-12-10 21:53:46 +0800
• d8f4cc5825 简化trainer，修复设备bug，新增批量运行脚本 czzhangheng 2025-12-10 21:08:20 +0800
• 44ffe94c95 更新iTransformer, HI配置。更新TS数据集载入方式 czzhangheng 2025-12-10 11:01:00 +0800
• 560d24e5a8 更新v2配置 czzhangheng 2025-12-10 10:39:41 +0800
• 5c2380ae21 适配HI czzhangheng 2025-12-09 17:49:18 +0800
• b57fcef039 新增SolarEnergy-iTransformer配置 czzhangheng 2025-12-09 16:56:30 +0800
• faeb90e734 实现iTransformer czzhangheng 2025-12-09 16:12:05 +0800
• 4984d24506 实现iTransformer czzhangheng 2025-12-09 16:11:49 +0800
• e4a7884c98 更名ASTRA配置 czzhangheng 2025-12-09 14:08:59 +0800
• 9c76975056 更名ASTRA czzhangheng 2025-12-09 14:07:38 +0800
• aed1e53f0f 更名ASTRA czzhangheng 2025-12-09 14:06:56 +0800
• 1598918112 更改v3_PEWSBAY配置 czzhangheng 2025-12-06 19:49:31 +0800
• f899f50b16 变量名更改 czzhangheng 2025-12-06 19:48:27 +0800
• 865c5a3082 ASTRA-V3 czzhangheng 2025-12-06 19:47:33 +0800
• 07d7d43857 更新配置，METR-LA -STAEFormer czzhangheng 2025-12-03 18:51:54 +0800
• 9b1cf5f0ce 更新测试脚本 czzhangheng 2025-12-03 18:11:06 +0800
• 440cb6936b 兼容STAEFormer czzhangheng 2025-12-03 17:12:46 +0800
• a9313390ac 适配GraphWaveNet czzhangheng 2025-12-03 12:05:02 +0800
• 140ead3975 为model添加num_nodes czzhangheng 2025-12-03 08:40:00 +0800
• e50f443470 add astra-pemsbay v2 czzhangheng 2025-12-02 09:40:24 +0800
• c4414dd5d9 fix twdgcn config czzhangheng 2025-12-02 09:12:09 +0800
• 77a3210475 测试所有配置是否正常运行 czzhangheng 2025-12-01 22:29:52 +0800
• d4ee8e309e trainer修改 czzhangheng 2025-12-01 21:36:37 +0800
• ce448caaea ignore czzhangheng 2025-12-01 20:48:46 +0800
• f64144f5c1 为其他模型添加配置文件 czzhangheng 2025-12-01 20:45:30 +0800
• 22e19f8804 更新新数据集在其他模型下的配置 czzhangheng 2025-12-01 20:12:48 +0800
• 6e94ae90d2 修复冗余参数项 czzhangheng 2025-12-01 19:52:08 +0800
• a1a50880dc 删除冗余参数项 czzhangheng 2025-12-01 19:13:23 +0800
• d7d428e434 更改配置为字典序 czzhangheng 2025-12-01 19:04:14 +0800
• f3b5bdfc28 更新v2可读性 czzhangheng 2025-11-28 21:32:49 +0800
• 0ad1494aec 修复模型 配置错误 czzhangheng 2025-11-27 19:21:01 +0800
• 35310a4f4a 修复模型、配置错误 czzhangheng 2025-11-27 19:20:59 +0800
• 2f58fc9348 aepsa_v2 solarenergy czzhangheng 2025-11-27 11:40:09 +0800
• d5e9e52ee1 AEPSA_V2 czzhangheng 2025-11-27 09:32:37 +0800
• c22d946393 mask_mae czzhangheng 2025-11-27 08:36:07 +0800
• 4019645f5d add STID-METR-LA czzhangheng 2025-11-25 20:03:19 +0800
• bcedc0c62a 更新配置 czzhangheng 2025-11-25 11:25:30 +0800
• 7c984c6fd2 AEPSA v0.1 czzhangheng 2025-11-24 21:53:01 +0800
• 9c50c30918 AEPSA v0.1 czzhangheng 2025-11-24 21:50:24 +0800
• 88daa53dd5 更新pip, STID配置 czzhangheng 2025-11-24 09:42:33 +0800
• 59fb75cd3c 修正配置 czzhangheng 2025-11-23 21:26:45 +0800
• 5f9ab76a27 兼容NYCBike czzhangheng 2025-11-23 21:24:10 +0800
• cf1aa8022f 修复beijing taxi检测错误 czzhangheng 2025-11-23 19:25:51 +0800
• 5cd81f4d4c Merge branch 'REPST' of https://github.zhang-heng.com/czzhangheng/TrafficWheel into REPST czzhangheng 2025-11-23 19:10:51 +0800
• 95f81425b0 兼容consineAnnealineLR czzhangheng 2025-11-23 19:06:48 +0800
• 475a4788cd 兼容BJTaxi czzhangheng 2025-11-23 19:04:50 +0800
• b7ea73bc92 更新数据集的检测与下载逻辑 czzhangheng 2025-11-23 17:58:44 +0800
• d06cf4e0aa 修复配置错误 czzhangheng 2025-11-21 09:32:52 +0800
• 7055a6da64 更新正确的AirQuality数据集 czzhangheng 2025-11-20 22:15:48 +0800
• 4d87087147 测试时汇总样本 使用detach到gpu 避免显存爆炸 czzhangheng 2025-11-20 21:21:39 +0800
• 96f2ea1239 修复反归一化错误 czzhangheng 2025-11-20 20:50:35 +0800
• a46edc79a5 兼容BeijingAirQuality。重构data，需要更新pip requirement czzhangheng 2025-11-20 20:19:17 +0800
• 9911caa3d8 兼容solarEnergy czzhangheng 2025-11-20 11:28:58 +0800
• a9e7cd5d3b update data_selector czzhangheng 2025-11-20 10:51:32 +0800
• 3b6dc18742 Merge branch 'REPST' of https://github.zhang-heng.com/czzhangheng/TrafficWheel into REPST czzhangheng 2025-11-20 10:49:49 +0800
• 76acc89499 兼容METR-LA czzhangheng 2025-11-20 10:48:05 +0800
• fe3fc186be 显示反归一化loss czzhangheng 2025-11-18 10:46:08 +0800
• 8b7e13df30 优化trainer和run czzhangheng 2025-11-18 10:01:01 +0800
• dceae4b1a3 改word_num为1000 czzhangheng 2025-11-12 17:21:56 +0800
• e61706c391 可调word_num czzhangheng 2025-11-12 17:12:30 +0800
• 15f083c3d9 修复permute的bug czzhangheng 2025-11-12 16:40:13 +0800
• 095e8c60dc 修复没permute的bug czzhangheng 2025-11-12 16:40:09 +0800
• 38431fb4c1 校准参数 czzhangheng 2025-11-12 11:01:21 +0800
• a3fb2d5ec6 更新AEPSA框架，待修改文件 czzhangheng 2025-11-11 21:29:52 +0800
• 6657743afe 清理repst冗余代码 czzhangheng 2025-11-11 21:00:36 +0800
• 8e53d25ab1 将检测数据集逻辑挪到顶部 czzhangheng 2025-11-11 18:59:12 +0800
• 2ba061e57a 修复confuse_layer硬编码bug czzhangheng 2025-11-11 17:26:05 +0800