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University of Chicago
- United States
- jhsiao999.github.io
Stars
A personal knowledge management and sharing system for VSCode
Materials for the workshop "Targeted Learning: Advanced Methods for Causal Machine Learning" at the 2023 International Biometric Society's Eastern North American Region (ENAR) Conference
Color blindness friendly visualization of single-cell and bulk RNA-sequencing data
Density-preserving data visualization tools den-SNE and densMAP
Fit Gamma-Poisson Generalized Linear Models Reliably
Topics In Data Science and Bioinformatics
Enhancing {ggplot2} plots with statistical analysis ๐๐ฃ
Fast algorithms for fitting topic models and non-negative matrix factorizations to count data.
Clone of the Bioconductor repository for the SingleR package.
supporting code for the multinomial single cell RNA-Seq paper
CellBender is a software package for eliminating technical artifacts from high-throughput single-cell RNA sequencing (scRNA-seq) data.
Normjam: a workshop on the normalization of scRNA-seq data
Lightweight pipeline for processing droplet-based single-cell RNA-seq data
Comparisons between best subset selection and other popular sparse regression estimators
R package for adaptive correlation and covariance matrix shrinkage.
R package for Enrichment Depletion Logos (EDLogos) and String Logos
Allele-Specific Expression by Single-Cell RNA Sequencing
Characterizing and inferring quantitative cell cycle phase in single-cell RNA-seq data analysis
Wishbone is an algorithm to align cells along developmental trajectories with branches