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Signed-off-by: David Rotermund <54365609+davrot@users.noreply.github.com>
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# Remove a common signal from your data # Remove a common signal from your data
{:.no_toc} {:.no_toc}
<nav markdown="1" class="toc-class">
* TOC * TOC
{:toc} {:toc}
</nav>
## Goal ## Goal
We want to remove a common signal which was mixed on top a set of data channels. There are many methods to do so. We will use SVD. Implementations are for example: [scipy.linalg.svd](https://docs.scipy.org/doc/scipy/reference/generated/scipy.linalg.svd.html) or [torch.svd_lowrank](https://pytorch.org/docs/stable/generated/torch.svd_lowrank.html) (which also works on the GPU) We want to remove a common signal which was mixed on top a set of data channels. There are many methods to do so. We will use SVD. Implementations are for example: [scipy.linalg.svd](https://docs.scipy.org/doc/scipy/reference/generated/scipy.linalg.svd.html) or [torch.svd_lowrank](https://pytorch.org/docs/stable/generated/torch.svd_lowrank.html) (which also works on the GPU)