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Yuhan Hao's Projects

c-tran icon c-tran

General Multi-label Image Classification with Transformers

cobolt icon cobolt

A Python package for jointly analyzing multimodal single-cell sequencing data

cpa icon cpa

The Compositional Perturbation Autoencoder (CPA) is a deep generative framework to learn effects of perturbations at the single-cell level. CPA performs OOD predictions of unseen combinations of drugs, learns interpretable embeddings, estimates dose-response curves, and provides uncertainty estimates.

harmony icon harmony

Fast, sensitive and accurate integration of single-cell data with Harmony

sctransform icon sctransform

R package for modeling single cell UMI expression data using regularized negative binomial regression

seurat icon seurat

R toolkit for single cell genomics

sns icon sns

illumina sequencing data analysis pipelines

uwot icon uwot

An R package implementing the UMAP dimensionality reduction method.

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