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goldenflaw avatar goldenflaw commented on August 17, 2024

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boxiangliu avatar boxiangliu commented on August 17, 2024

@goldenflaw Unless there is a version difference in sklearn, I am quite sure. Here is an example input. Maybe try to see if you can reproduce on your machine.
sqtl_perind_numers.counts.gz

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davidaknowles avatar davidaknowles commented on August 17, 2024

Yeah I think you're right about this Bosh: on the example_data the PCs matrix I get is nPCs x 1605 (1605=num of quantifiable introns), whereas it should be nPCs x 10 (number of samples). Removing that transpose line gets the correct dimension. Is this the right way around for fastQTL or should it be |samples| x |PCs| ?

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goldenflaw avatar goldenflaw commented on August 17, 2024

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xtmgah avatar xtmgah commented on August 17, 2024

Hello @boxiangliu @davidaknowles @goldenflaw

I have the same issue, So,should I simply remove this line: " matrix = np.transpose(matrix) # important bug fix" ?? I am confused. Thanks.

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xtmgah avatar xtmgah commented on August 17, 2024

And which is the final value for PCA calculation? can we reproduce the PCA from "perind.counts.gz.qqnorm_chr.all"?

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goldenflaw avatar goldenflaw commented on August 17, 2024

The bug fix has been reverted. Sorry for the delay!

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