BUAABIGSCity/PDFormer

Issues

• 为啥lookback窗口设置为12？太短了

  #57 opened 2 months ago by iDestro
  0

• PEMS07在RTX 3090上跑不起来 24GB显存

  #56 opened 2 months ago by gongmengzan
  0

• index 1 is out of bounds for dimension 1 with size 1

  #55 opened 2 months ago by aligaduocaisang
  0

• 运行卡顿问题

  #49 opened 4 months ago by 1zhd
  1

• Clustering计算效率

  #50 opened 4 months ago by lengjiaming
  1

• 进程被杀死问题

  #51 opened 3 months ago by gongmengzan
  0

• cand_key_day和bidir、max_epoch、step_size

  #54 opened 3 months ago by KKKKK-yu
  0

• temporal self-attention

  #53 opened 3 months ago by LumosN
  0

• HZMETRO数据集缺少.dyna文件

  #52 opened 3 months ago by Andy-HuY
  0

• 如何生成.dyna和.geo等原子文件？

  #48 opened 3 months ago by KKKKK-yu
  0

• Pems08数据集的.geo文件中没有写经纬度吗

  #47 opened 3 months ago by KKKKK-yu
  0

• 网格数据集

  #44 opened 5 months ago by xiaonaigao
  6

• FileNotFoundError: [Errno 2] No such file or directory: './raw_data/METR_LA/config.json'

  #45 opened 5 months ago by KKKKK-yu
  3

• 请问如何画出来与论文中类似的热力图

  #23 opened a year ago by xnnnna
  4

• calculate Dynamic Time Warping

  #46 opened 5 months ago by chenywu
  0

• 代码问题

  #36 opened 10 months ago by Jia-hn
  4

• ValueError: task traffic_state_pred do not support model GRU

  #40 opened 5 months ago by Hello-xxh
  1

• AttributeError: dataset_class is not found

  #42 opened 5 months ago by 123456789dsz
  1

• ValueError: Not found .geo file!

  #43 opened 5 months ago by sdfhjytv
  1

• 关于PEMS03结果的问题

  #35 opened a year ago by linjiaqi888
  2

• 关于加载PeMS04数据集的问题

  #41 opened 6 months ago by sugar-hub
  0

• 实验结果问题

  #31 opened a year ago by Chen-JIA-hui
  2

• AttributeError: dataset_class is not found

  #39 opened 8 months ago by sopphia2001
  2

• 如何在PDFormer上运行PEMS03/METR-LA/PEMS-Bay等数据集

  #32 opened a year ago by huangst21
  2

• How to understand task level

  #33 opened a year ago by suzy0223
  4

• 关于模型效率的问题

  #34 opened a year ago by Transformer0714
  1

• 数据集问题

  #37 opened 10 months ago by nana1223
  1

• 评价指标问题

  #38 opened 9 months ago by nana1223
  1

• GNN+Seq2Seq vs Seq2Seq

  #28 opened a year ago by jexterliangsufe
  5

• 关于论文中注意力热力图的问题

  #30 opened a year ago by Transformer0714
  1

• 你好，请问PDFormer这篇论文现在没有页码吗？如何引用

  #29 opened a year ago by Transformer0714
  1

• 您好，请问PeMS03.json文件应该怎么写呢？

  #27 opened a year ago by klayc-gzl
  32

• 文件获取

  #22 opened a year ago by klayc-gzl
  8

• T-Drive 数据运行有问题？想请教你这边是怎么解决的？ValueError: setting an array element with a sequence. The requested array has an inhomogeneous shape after 1 dimensions. The detected shape was (1025,) + inhomogeneous part.

  #25 opened a year ago by yhl2018
  2

• 您好，请问结果展示中，一般重点关注MAE，RMSE，MAPE中哪一个值呢，有的时候调节PDFormer的参数后MAE效果较好，但是MAPE效果较差，反之也会遇到相似情况

  #26 opened a year ago by klayc-gzl
  1

• 为什么 NYCTaxi 数据集对geo_num_heads sem_num_heads t_num_heads 参数设置是：2，2,4,而PeMS 是用的4,2,2？

  #24 opened a year ago by yhl2018
  1

• 关于DTW计算的问题

  #21 opened a year ago by maxuhuii
  2

• 关于使用PeMS07 出现killed问题

  #20 opened a year ago by klayc-gzl
  9

• 关于no module named 'ray.tune.suggest' 的报错问题

  #19 opened a year ago by lzb0854
  1

• add_time_in_day

  #18 opened a year ago by MaxRubby
  1

• 关于用于traffic speed的预测

  #14 opened a year ago by suzy0223
  1

• 您好，请问为什么我训练PEMS08那个数据集的时候一开始加载数据的shape在特征维度那块是9呢？shape=train x: (10700, 12, 170, 9), y: (10700, 12, 170, 9)

  #17 opened a year ago by klayc-gzl
  4

• 关于比较模型实验结果的一些问题。

  #16 opened a year ago by Transformer0714
  6

• 关于数据集划分的测试集test和最终输出的预测npz文件中数量不一致的问题

  #15 opened a year ago by siyuan1127
  4

• 关于single和average的评估模式。

  #13 opened a year ago by zhaozhihua97
  3

• 如何生成DTW matrix、traffic pattern set呢？

  #12 opened a year ago by ZPFPHD
  1

• 结果问题

  #11 opened a year ago by TWENTY-FOU
  1

• 关于模型train loss正常下降，而val loss从一开始就快速上升的问题

  #10 opened a year ago by siyuan1127
  1

• Performance Comparison中的TFormer

  #9 opened a year ago by Perseus1993
  2

• 你好，想请教一下val集loss与测试集loss相差较大的原因？

  #8 opened a year ago by zhaozhihua97
  5