Comments (2)
kwuking
commented on July 30, 2024
我想问一下如果用时序特别短的数据是不是训练不了，例如只有月份的17个时间序列。
你好，我收到了你的邮件，数据集长度太短确实会有很大的影响，建议数据集长度尽可能不要太短，比如我们输入96预测输出96，长度至少应该是96+96=192的倍数以上比较合适，不然数据太少，难以训练，甚至不满足预测输入输出长度。
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czzdsg
commented on July 30, 2024
我理解的代码实现过程，假设有10000条时间序列，seq_len为96，label_len为0，pred_len为1。训练过程就是拿百分之70的时间序列逐步按索引从前(0-7000)往后96历史，1预测往里输入训练模型，测试过程就是拿百分之15的时间序列从前往后(7000-8500)96历史输入模型得到1预测值和真实值比较算指标，请问大致是这样实现的吗？万分感谢
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Related Issues (20)
- 各位大佬好，我是一个萌新，想复现这个模型，但是在数据集输入进去之后，会报出这样的错误，是为什么呢？ HOT 2
- 大佬们好，首先要感谢昨天的回答。我解决了昨天的问题后，又有新的问题，KeyError: 'Autoformer'是为什么呀？ HOT 3
- out_low = season_list[1] IndexError: list index out of range HOT 1
- How to add future features to predict HOT 1
- season_list长度为: 1想问一下我的代码这个长度是1，文中有out_low = season_list[1]就会报错，想问一下是代码哪里出问题了吗 HOT 6
- 想请问下如果把c_out设置为1是不是就可以认为变成了协变量预测任务（MISO） HOT 3
- 请问各位大佬，用自己的数据集训练都需要改什么呢？ HOT 6
- 你好想问一下再run.py里面直接执行就会报错，使用你文章中bash的方法就可以，如果我想调试一下怎么做呀，谢谢 HOT 1
- 请问训练完后如何用模型预测？ HOT 2
- 论文结果复现 HOT 2
- 多谢多谢。学习了一下test部分的内容，也看到了保存结果的pred.npy和true.npy，请问其中保存的是normalized的数值吗？ HOT 1
- 可视化MLP权重 HOT 1
- Possible wrong task_name in PEMS scripts HOT 2
- FileNotFoundError: [Errno 2] No such file or directory: './dataset/m4/training.npz' HOT 1
- 复现问题：RuntimeError HOT 2
- 求运行环境 HOT 5
- Questions regarding the hyperparameter searching HOT 1
- 大佬们好，想问下KeyError: 'Autoformer'是为什么呀？还是小白，不太懂，感谢各位大佬了 HOT 4
- 数据集问题 HOT 1
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