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600 Gene, 6 Cell Types Dataset? #12

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aradley opened this issue May 13, 2021 · 3 comments
Open

600 Gene, 6 Cell Types Dataset? #12

aradley opened this issue May 13, 2021 · 3 comments

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@aradley
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aradley commented May 13, 2021

Hi,

Hope you're well.

I was wondering if you could help me generate the inputs for a 600 gene, 6 cell types dynamic expression dataset please? Or something similar. The closest dataset inputs that you have provided are DS3 with 1200 genes and 9 cell types. Unfortunately when running the dynamic version of SERGIOI run into two issues. Firstly I have to put the number of cells per cell type to less than 100 cells, otherwise I encounter a memory issue and python shuts down. This then leads to me having to re-run the software many times to try and get enough cells. However, because the run time is so long, it is then not practical for parameter tuning to get smooth cell type transitions.

I'm hoping a 600 gene, 6 cell type dataset will overcome these problems. If you have other suggestions though I'd be happy to hear them.

Best,

Arthur

@aradley
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aradley commented May 20, 2021

Hi,

Sorry to pester, but if you have time it would really help me validate and write up my software if I could get this working.

Best,

Arthur

@PayamDiba
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I can help you simulate the data as I have access to a cluster with multiple computational nodes on which I can parallelize the simulations. Please contact me by Email and tell me about the differentiation trajectory and GRN structure you want to simulate.

@aradley
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aradley commented May 25, 2021

This sounds great thank you very much!

May I have your email address please?

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