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A question about cr.pl.circular_projection parameter "normalize_by_mean"

Open yulicarp opened this issue 5 months ago • 1 comments

Hi,

Thanks for this amazing work!

I have a questions about using the parameter normalize_by_mean set to True. When I focus the early cells terminal fate probabilities and try to interpret it trajectory fate, it seem different from the results using another function cr.pl.aggregate_fate_probabilities. Here are the results I got using different methods.

when "normalize_by_mean" set to True, it seems HSC_MPP was MKP and NeuP bias. But when normalize_by_mean set to False, it seems HSC_MPP was ProB bias and same to cr.pl.aggregate_fate_probabilities results.

Could you tell me how to interpret these results? i am really confused.

  1. when "normalize_by_mean" set to True 截屏2024-01-10 10 34 00

  2. when "normalize_by_mean" set to False 截屏2024-01-10 10 34 25

  3. when using cr.pl.aggregate_fate_probabilities 截屏2024-01-10 10 37 05

yulicarp avatar Jan 10 '24 02:01 yulicarp