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Pytorch-MSCRED

这是使用PyTorch实现MSCRED

论文原文: http://in.arxiv.org/abs/1811.08055

TensorFlow实现地址: https://github.com/7fantasysz/MSCRED

此项目就是通过上面tensorFlow转为Pytorch,具体流程如下:

  • 先将时间序列数据转换为 image matrices

    python ./utils/matrix_generator.py

  • 然后训练模型并对测试集生成相应的reconstructed matrices

    python main.py

  • 最后评估模型,结果存在outputs文件夹中

    python ./utils/evaluate.py

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