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Few-shot Transfer Learning for Intelligent Fault Diagnosis of Machine
Hello, thank you very much for opening the code.
I met a problem in the process of using it. I ran train. Py directly and reported an error:
in main()
with open(datapath, 'rb') as pkl:
FileNotFoundError: [Errno 2] No such file or directory: '.\tempdata\5way.pkl'
Could you help me solve this problem?
I would appreciate it if you could reply me.
Python和pytorch的版本是多少?还需要其他库吗?
非常感谢您开源论文的代码,我看到除了PU数据集之外还有SQI数据集和Qianpeng数据集用于测试,但是后两者没有在网上搜索到,请问是开源的嘛?如果是能否提供一下下载链接?如果不是,不知能否通过其他途径获取呢?谢谢。
Hello,
I cloned the repo and trained the network with 3-Way-10-Shot.
I want to test this model with another dataset. Is there a script that would help me do it?
Thanks!
你好,我在阅读代码的时候发现,例如finetuneTask类、pu_train类等会将训练或测试的数据随机化(对应代码np.random.shuffle(file)),然后进行fft和1024截取的处理,我想请问一下为什么要对这些原始信号做随机化呢,似乎文章中并未提到这一步的意义是什么,而且似乎对整体模型的准确度似乎没有太多影响?
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