 czzhangheng
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9c50c30918
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AEPSA v0.1
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2025-11-24 21:50:24 +08:00 |
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czzhangheng
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88daa53dd5
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更新pip, STID配置
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2025-11-24 09:42:33 +08:00 |
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czzhangheng
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59fb75cd3c
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修正配置
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2025-11-23 21:26:45 +08:00 |
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czzhangheng
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5f9ab76a27
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兼容NYCBike
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2025-11-23 21:24:10 +08:00 |
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czzhangheng
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5cd81f4d4c
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Merge branch 'REPST' of https://github.zhang-heng.com/czzhangheng/TrafficWheel into REPST
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2025-11-23 19:10:51 +08:00 |
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czzhangheng
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95f81425b0
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兼容consineAnnealineLR
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2025-11-23 19:06:48 +08:00 |
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czzhangheng
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475a4788cd
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兼容BJTaxi
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2025-11-23 19:04:50 +08:00 |
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czzhangheng
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d06cf4e0aa
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修复配置错误
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2025-11-21 09:32:52 +08:00 |
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czzhangheng
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7055a6da64
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更新正确的AirQuality数据集
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2025-11-20 22:15:48 +08:00 |
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czzhangheng
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96f2ea1239
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修复反归一化错误
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2025-11-20 20:50:35 +08:00 |
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czzhangheng
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a46edc79a5
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兼容BeijingAirQuality。重构data，需要更新pip requirement
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2025-11-20 20:19:17 +08:00 |
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czzhangheng
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9911caa3d8
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兼容solarEnergy
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2025-11-20 11:28:58 +08:00 |
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czzhangheng
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3b6dc18742
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Merge branch 'REPST' of https://github.zhang-heng.com/czzhangheng/TrafficWheel into REPST
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2025-11-20 10:49:49 +08:00 |
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czzhangheng
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76acc89499
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兼容METR-LA
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2025-11-20 10:48:05 +08:00 |
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czzhangheng
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fe3fc186be
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显示反归一化loss
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2025-11-18 10:46:08 +08:00 |
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czzhangheng
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8b7e13df30
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优化trainer和run
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2025-11-18 10:01:01 +08:00 |
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czzhangheng
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dceae4b1a3
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改word_num为1000
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2025-11-12 17:21:56 +08:00 |
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czzhangheng
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e61706c391
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可调word_num
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2025-11-12 17:12:30 +08:00 |
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czzhangheng
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15f083c3d9
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修复permute的bug
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2025-11-12 16:40:13 +08:00 |
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czzhangheng
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38431fb4c1
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校准参数
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2025-11-12 11:01:21 +08:00 |
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czzhangheng
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a3fb2d5ec6
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更新AEPSA框架，待修改文件
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2025-11-11 21:29:52 +08:00 |
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czzhangheng
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2ba061e57a
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修复confuse_layer硬编码bug
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2025-11-11 17:26:05 +08:00 |
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czzhangheng
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f3480fccdc
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STID配置更新
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2025-11-10 09:34:52 +08:00 |
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czzhangheng
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9b3bb44552
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修复配置, trainer
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2025-11-09 22:30:23 +08:00 |
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czzhangheng
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2685d049d7
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兼容pems-bay
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2025-11-09 18:51:47 +08:00 |
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czzhangheng
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cf47acf2bd
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修复test bug
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2025-11-09 16:38:04 +08:00 |
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czzhangheng
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a3e43fc6df
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添加支持REPST In D8
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2025-11-09 16:27:32 +08:00 |
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czzhangheng
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221b67aa53
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标准化PEP8格式
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2025-11-08 21:26:03 +08:00 |
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czzhangheng
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9f9abd9d1b
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预备升级为2.0
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2025-11-08 21:05:52 +08:00 |
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czzhangheng
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29fd709c8c
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新增多个PEMS数据集配置文件，包含PEMSD3、PEMSD4、PEMSD7、PEMSD8及STAWnet、STGNRDE、ST_SSL模型的相关配置，优化模型训练参数设置。
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2025-08-19 00:07:37 +08:00 |
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czzhangheng
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b820b867fb
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新模型
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2025-08-19 00:07:13 +08:00 |
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czzhangheng
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bef30b9c2f
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解决合并冲突，整合dev和main分支的更改
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2025-05-14 13:13:11 +08:00 |
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czzhangheng
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4f7fb52707
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更新EXP模型，添加周期性数据处理和时间特征，优化数据加载器和训练器，支持新的EXP32模型结构
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2025-05-08 22:43:33 +08:00 |
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czzhangheng
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e826240a5e
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Merge remote-tracking branch 'origin/main'
# Conflicts:
# model/model_selector.py
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2025-04-23 23:24:05 +08:00 |
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czzhangheng
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97eb39073a
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添加STIDGCN
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2025-04-23 23:22:50 +08:00 |
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czzhangheng
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eb8684bf91
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收到垃圾堆
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2025-04-22 14:54:39 +08:00 |
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czzhangheng
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e851eb21d6
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e21-e26无改进
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2025-04-21 20:31:09 +08:00 |
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czzhangheng
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0b006087ea
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e19添加时间嵌入
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2025-04-18 14:59:47 +08:00 |
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czzhangheng
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bd94d3fdd3
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exp12 残差
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2025-04-18 10:20:55 +08:00 |
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czzhangheng
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86fabd4ca7
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增加 exp9 混合专家
exp8 动态图manba
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2025-04-17 18:41:57 +08:00 |
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czzhangheng
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c9a5a54d90
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dev分支的实验
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2025-04-17 15:57:39 +08:00 |
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czzhangheng
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bc9a2667c2
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新增了模型蒸馏STMLP
现在Trainer每次epoch完后都会保存模型checkpoint
其中STMLP会自动教师模型到pre-train
根据教师模型的存在情况启动/预训练or蒸馏模式
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2025-04-07 17:05:59 +08:00 |
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czzhangheng
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dcd4f99f9c
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fix PDG2SEQ config
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2025-03-10 19:05:26 +08:00 |
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czzhangheng
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c07bf05324
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add PDF2SeQ
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2025-03-10 19:02:42 +08:00 |
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czzhangheng
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0a9ac1a025
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fix bugs
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2025-03-03 16:31:04 +08:00 |
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czzhangheng
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f35bfbf75d
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fix DSANET
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2025-03-03 15:41:14 +08:00 |
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HengZhang
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44517219b7
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add dl function
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2025-03-03 11:34:36 +08:00 |
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HengZhang
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26758e761b
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init
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2025-03-02 23:41:12 +08:00 |