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About the pertaining part #242

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FUminlee opened this issue Aug 25, 2024 · 1 comment
Open

About the pertaining part #242

FUminlee opened this issue Aug 25, 2024 · 1 comment

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@FUminlee
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Dear scGPT Team,

I want to express my admiration for the remarkable work you have done with scGPT! I am particularly interested in the implementation details of the scGPT pretraining process.

I have a few questions regarding the architecture of the model. Specifically, I noticed that the cell embedding function is defined in both scGPT/scGPT/model/model.py and scGPT/scGPT/tasks/cell_emb.py. This overlap has left me uncertain about how these functions interact or differ.

Could you please provide a brief explanation of the pretraining code logic? Additionally, if possible, I would greatly appreciate it if you could share an example of the pretraining code.

Thank you very much for your time and help!

@jkobject
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Hello,

Seeing this stalled, I wanted to say that I have built a model that has the pre-training scripts available
https://github.com/cantinilab/scPRINT

Best,

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