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Single cell perturbation prediction

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whenever I run the batch removal method from a saved scGEN model, the output is always different from the trained model. any idea why this is the case?

hello, while I am redoing the [scgen-reproducibility](https://github.com/theislab/scgen-reproducibility) notebooks **Fig 3**, I met some errors: ![image](https://user-images.githubusercontent.com/13601652/167233965-f43ed40e-47ba-4935-a9f6-ce702839f28b.png) ![lQLPDhtmjDc3O81XzQT-sBbyt7TUqiwAAniv96vAAgA_1278_87](https://user-images.githubusercontent.com/13601652/167233982-1b9c9160-400e-409b-968d-3a2b7fb383ca.png) ![image](https://user-images.githubusercontent.com/13601652/167233993-7bd807ce-8916-461b-bc68-f2c0e7fbafbf.png) Could you help with this problem ? Best

Hello, I am trying to run batch correction on some single-cell RNAseq data. This data has some cell type labels, so I thought the scGEN method would be a good...

Hi, I used MIX-Seq results data for drug perturbation of different cell lines to train the SCGEN model and select the indicated cell lines for prediction. After testing, the following...

When we choose a variety of cell types (e.g. batch_key is a cell type), whether SCGEN constructs a sub-model according to `batch_key`, or build a unified model based on all...

Hi, I'm running the batch removal tutorial provided in: [https://scgen.readthedocs.io/en/latest/tutorials/scgen_batch_removal.html](url) My interest is the feature of you're software of producing a corrected expression matrix after the batch removal. I need...

Hello, I am facing a problem with loading and passing data through a trained model when the data contains categories that were unseen by the model at training time. Specifically,...

Hi scgen team, When I used the perturbation function, I found that the size of the predicted data is not consistent with the ground truth data, for example, the stim1...

I have been trying to merge multiple single cell data using scgen recently, but when I tried to run the tutorial, an error occurred,as follows, --------------------------------------------------------------------------- TypeError Traceback (most recent...

Hi,I am reproducing the results of your article, but I have encountered some environmental problems. As described in _https://github.com/theislab/scgen-reproducibility_, I recreated a virtual environment called _scgen-reproduce_ with packages tensorflow, scanpy,...