Shadi's repositories

magenpy

Modeling and Analysis of (Statistical) Genetics data in python

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viprs

Variational Inference of Polygenic Risk Scores

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csc2541-ml-project

Modeling Uncertainty in RNNs for Time Series Forecasting

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viprs-paper

Reproducible code for running the analyses in the paper "Fast and Accurate Bayesian Polygenic Risk Modeling with Variational Inference" (2022)

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graph-alignment

Siamese Neural Network Architecture for Graph Alignment

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ldsc

LD Score Regression (LDSC)

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tokyo-symposium-2024

Tokyo Symposium on Genomic Medicine (2024)

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csc2431-project

Unsupervised DNA Methylation Analysis

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DeepLoc-VAE

Semi-supervised VAE model for protein localization prediction from microscopy images

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neutral-phenotype-model

Scripts and data for our manuscript on "Evolutionary dynamics of neutral phenotypes under DNA substitution models"

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stratified-vs-mega-gwas

A comparative analysis of stratified vs. mega analysis strategies for GWAS.

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unbiased-ldsc

Assumptions about frequency-dependent architectures of complex traits bias measures of functional enrichment

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ExData_Plotting1

Plotting Assignment 1 for Exploratory Data Analysis

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msp-gen

Driver scripts for genealogy simulations with msprime

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msprime

Simulate genealogical trees and genomic sequence data using population genetic models

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mvbin

A script for generating multivariate and correlated binary data.

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phasedibd

Identity-by-descent inference using the templated positional Burrows-Wheeler transform (TPBWT)

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ProgrammingAssignment2

Repository for Programming Assignment 2 for R Programming on Coursera

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RepData_PeerAssessment1

Peer Assessment 1 for Reproducible Research

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shz9.github.io

Personal website

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single-neuron-experiment

Experiments with teaching a single neuron the genetic code

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vcf-zarr-publication

Manuscript and associated scripts for vcf-zarr publication

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