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arnodelorme avatar arnodelorme commented on May 20, 2024

Dear Cyrille,

Which version were you using before? Probably a very old version. There were updates to clean_rawdata that had conflicts, so this option was removed because of that about a year ago. Who told you to use that option? Copying @MakotoMiyakoshi here.

Arno

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armenbagdasarov avatar armenbagdasarov commented on May 20, 2024

Hello! I have the same question as Cyrille.

" 'availableRAM_GB' is for clean_rawdata1.10. For any newer version, it will cause error. "

Using the same parameters, the final results from clean_rawdata() fluctuate after ASR. It is demonstrated that adding availableRAM_GB fixes this (in the link below), but now we can't use it if we are using the newer version of clean_rawdata?

https://sccn.ucsd.edu/wiki/Artifact_Subspace_Reconstruction_(ASR)

Is there any way fix to this? This is a huge problem for replicability. Any help would be much appreciated.

Thank you!
Armen

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arnodelorme avatar arnodelorme commented on May 20, 2024

Could you try resetting the random seed before calling the function. Also better call cleanArtifact directly which has more options.

We will try to add back the option. @MakotoMiyakoshi maybe you could help?

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MakotoMiyakoshi avatar MakotoMiyakoshi commented on May 20, 2024

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arnodelorme avatar arnodelorme commented on May 20, 2024

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armenbagdasarov avatar armenbagdasarov commented on May 20, 2024

Thanks Arnaud! I believe this is working. But it's hard to tell because first I am removing bad channels using clean_rawdata and it is also giving me inconsistent results. I ran the same file 10 times through clean_rawdata. Sometimes it says there are 3 bad channels, sometimes 4, sometimes 5. Is there a similar fix that can deliver reproducible results for the other functions in clean_rawdata such as removing bad channels? And then I'm assuming this may be a problem for the additional removal of bad data periods function?

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arnodelorme avatar arnodelorme commented on May 20, 2024

Now closing this report. I have added back availableRAM_GB but not 100% it works as before.

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