This is the code for my summer project on using neural networks for classification of cell type (specifically identifying macrophages) from single-cell RNA sequencing data.
We compare the performance of different neural networks and logistic regression. Most tests are run on the dataset GSE115978.
The results are summarized here.
This project was supported by NIH grant R01AI155696-01 to Debashis Sahoo.