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Add functions for integrating CITE-seq data

Open HelloWorldLTY opened this issue 1 year ago • 1 comments

Dear Authors,

Hi all, I have added functions to implement the functions of integrating gene expression information and protein information from CITE-seq data. I have offered two options to model protein data, either using 1. NBmixture or 2. Normal Distirbution after preprocessing with CLR. It seems that the later option works better. I also provide a method to create the gudiance graph between genes and proteins.

Sincerely, Tianyu

HelloWorldLTY avatar Feb 04 '24 18:02 HelloWorldLTY

Hi, sorry for my late reply. I have made the modification based on your comments. For NBMixture model, I used categorical and nb distribution from torch to implement. Please let me know if you have other questions.

HelloWorldLTY avatar Feb 23 '24 13:02 HelloWorldLTY