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thyao's Projects

demuxlet icon demuxlet

Genetic multiplexing of barcoded single cell RNA-seq

localgit_101 icon localgit_101

Practice the tutorial from: http://readwrite.com/2013/10/02/github-for-beginners-part-2

rbgr icon rbgr

rBGR is an R package that implements a flexible Bayesian model to construct heterogeneous graphs under non-normal continuous data. For more details, please see Yao et al. (2023+) Robust Bayesian Graphical Regression Models for Assessing Tumor Heterogeneity in Proteomic Networks.

ultrametricmat icon ultrametricmat

The ultrametricMat is a package designed to conduct the Bayesian inference on the ultrametric matrices by the leveraging the bijection map between the ultrametric matrices and the tree space. We refer to more details to Yao et al. (2023+) Geometry-driven Bayesian Inference for Ultrametric Covariance Matrices.

umich-eecs545-lectures icon umich-eecs545-lectures

This repository contains the lecture materials for EECS 545, a graduate course in Machine Learning, at the University of Michigan, Ann Arbor.

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