Sobolev alignment of deep probabilistic models for comparing single cell profiles

COSMIC数据库全部细胞系内容

Multi-tasking (drug response, cell line classification, etc.) Uno Implemented in PyTorch.

This repository contains code for MFmap (model fidelity map), a semi-supervised generative model integrating gene expression, copy number and mutation data, matching cell lines to cancer subtypes. MFmap compresses high dimensional omics data of cell lines and bulk tumours into subtype informative low dimensional latent representations and predic…