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Il-Youp Kwak's Projects

apcp icon apcp

Draw Andrews type parallel coordinate plot

aspu icon aspu

An R package for adaptive sum of powered score test(ASPU) in genetic association studies.

aspu_py icon aspu_py

python version of MTaSPUsSet test (Multiple-trait, gene-level adaptive association testing with GWAS summary statistics)

aspu_tutorials icon aspu_tutorials

Some tutorial documents for aSPUs, aSPUsPath, MTaSPUsSet and MTaSPUsSetPath.

aspuc icon aspuc

some C++ aSPU functions that do not pass CRAN tests

dclear icon dclear

DCLEAR: Distance based Cell LinEAge Reconstruction

dlwpt-code icon dlwpt-code

Code for the book Deep Learning with PyTorch by Eli Stevens, Luca Antiga, and Thomas Viehmann.

drimpute icon drimpute

Imputing dropout events in single-cell RNA-sequencing data.

funqtl icon funqtl

An R package for QTL mapping in function valued trait data

handson-ml2 icon handson-ml2

A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in Python using Scikit-Learn, Keras and TensorFlow 2.

hmd icon hmd

Participating heart murmur detection challenge

paper_funqtl icon paper_funqtl

Source for paper, "A simple regression-based method to map quantitative trait loci underlying function-valued phenotypes"

statbook icon statbook

R and Python codes for a book "Understanding Statistics"

xoi icon xoi

R/xoi: Tools for analyzing crossover interference

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