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University of North Carolina at Chapel Hill
- Chapel Hill, NC
- xihaoli.org
- @xihaoli
Highlights
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A fast CSV command line toolkit written in Rust.
Efficiently computes derivatives of NumPy code.
Matlab code of machine learning algorithms in book PRML
Acceptance rates for the major AI conferences
A Repository for Single- and Multi-modal Speaker Verification, Speaker Recognition and Speaker Diarization
A collection of work related to COVID-19
My own notes, implementations, and musings for MIT's graduate course in machine learning, 6.867
A collection of visual guides to help applied scientists learn causal inference.
MrBayes is a program for Bayesian inference and model choice across a wide range of phylogenetic and evolutionary models. For documentation and downloading the program, please see the home page:
Cell type specific enhancer-gene predictions using ABC model (Fulco, Nasser et al, Nature Genetics 2019)
Minimal tutorial on making a simple website with GitHub Pages
Scripts to build an **unofficial** Rtools-esq installer for the macOS R toolchain
Rare variant test software for next generation sequencing data
Public Available Code and Data to Reproduce Analyses in "Air pollution and COVID-19 mortality in the United States: Strengths and limitations of an ecological regression analysis."
An R package for performing STAAR procedure in whole-genome sequencing studies
💉📈 Dose response networks (DRNets) are a method for learning to estimate individual dose-response curves for multiple parametric treatments from observational data using neural networks.
Reinforcement Learning Short Course
[GitHub-only] R package that downloads and setups a compiled code environment for macOS
Data management of large-scale whole-genome sequence variant calls using GDS files (Development version only)
Home work in python using cvxpy to Stephen Boyd's Convex Optimization class (CVX101 Stanford)
Estimate local SNP heritability and genetic covariance from GWAS summary association statistics.
Using various CNN techniques on the MNIST dataset
R Package for "Matching on generalized propensity scores with continuous exposures". An innovative approach for estimating causal effects using observational data in settings with continuous exposu…
R Interface to CoreArray Genomic Data Structure (GDS) Files (Development version only)