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deep-time-series's Issues

关于自定义数据集

image
作者大大您好,这里好像bing并没有提供有关自定义数据集如何使用的colab?

lstm模型训练

怎么使用tcn,lstm来训练模型
!python -u main.py --model 'tcn' --dataset 'ETTh1' --data "ETTh1"
报错:TypeError: forward() takes 2 positional arguments but 5 were given
能告诉我下吗

导入路径有误

作者您好,首先非常感谢您的开源贡献。
本人在调试过程中发现此处的layers/embed.py文件命名似乎是要修改成Embed.py,不然有很多地方都会出现导入的错误
image

NB,666

为天地立心,为生民立命,为往圣继绝学,为万世开太平

过拟合

image
发现无论怎么改变模型参数,都会出现严重的过拟合现象,希望作者大大能看到给点建议

更换数据集,会出现错误

采用ETTh1能正常运行,当将数据集更换成WTH时就会出现下面的错误,我试着将数据量变成和ETTh1差不多的量就能正常运行。希望作者大大看到了能回复我一下
MQS5C5()3)OCH3TSWWWJ2OJ

关于Test部分报错的问题

作者大大好,我按照您的指示导入了一个样本数据‘WTH.csv’和自己的数据进行运算,发现他们都是Train部分运行无误,在Test阶段报了如下错误,请问您知道这应该做怎样的调整吗?
RuntimeError: stack expects each tensor to be equal size, but got [30, 12] at entry 0 and [29, 12] at entry 1
报错

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