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smousavi05 / EQTransformer

EQTransformer, a python package for earthquake signal detection and phase picking using AI.
https://rebrand.ly/EQT-documentations
MIT License
301 stars 148 forks source link

issue about ValueError #150

Open panxiaoyuandbishe opened 1 year ago

panxiaoyuandbishe commented 1 year ago

Hello Dr.Mousavi, I have two problems. Recently, when I use EQTransformer to process the data I downloaded, I always encounter the same error, ValueError(not enough values to unpack (expected 3, got 0)), this error appears in the model.predict_generator function of mseed-predictior(line315). The format of the mseed file is correct, and the input values ​​before the error appear also exist. I also tried changing the time length of the data, but always the same error. Another problem is how the attention distribution map that appears in the article is drawn. I'm new to the field of deep learning, and I'm very unfamiliar with these visualizations. The information provided on the Internet has not been able to provide effective help. Can you give some suggestions?

smousavi05 commented 1 year ago

@panxiaoyuandbishe this is a version issue. I need to know how you have installed EqT and on which type of machine, mac or windows? The second question is a bit more complicated. You need to extract the attention weights from the model and then do some sort of post-processing/stacking to get the attention map.

panxiaoyuandbishe commented 1 year ago

Thanks for your reply. I have Obspy installed on my machine so I get EQTransformer through PyPI. And the machine I use is Windows.

smousavi05 commented 1 year ago

Try installing EqT directly from Github repo. Other versions won't work on Windows. @panxiaoyuandbishe