theislab / scgen

Single cell perturbation prediction
https://scgen.readthedocs.io
GNU General Public License v3.0
255 stars 51 forks source link

Questions about building predictive models #67

Open GA-1101 opened 2 years ago

GA-1101 commented 2 years ago

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 Train data? In the subsequent Prediction process, what is the content corresponding to the restrict_arithmetic_to parameter? Does it mean that the constructed sub-models are selected separately according to the parameter content, how should we understand this parameter?