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YIGUIz's Projects

bayesr icon bayesr

Bayesian hierarchical model for complex trait analysis

crossmap icon crossmap

CrossMap is a python program to lift over genome coordinates from one genome version to another.

gmat icon gmat

Genomic Multivariate Analysis Tools

ml-for-genomics icon ml-for-genomics

Lists open source machine learning projects solving genomic or molecular biology problems.

na12878 icon na12878

Data and analysis for NA12878 genome on nanopore

nadiv icon nadiv

R package that constructs (non)additive genetic relationship matrices, and their inverses, from a pedigree to be used in linear mixed effect models (A.K.A. the 'animal model').

neuron icon neuron

During brain development, neural stem cells (NSCs) undergo multiple fate-switches to generate various neuronal subtypes and glial cells, exhibiting distinct transcriptomic profiles at different stages. Despite the extensive transcriptomic characterization of human and mouse brain cells at bulk and single-cell levels, full-length transcriptomic data

ont_tutorial_transcriptome icon ont_tutorial_transcriptome

A bioinformatics tutorial demonstrating the application of long read cDNA sequence data for the identification of differentially expressed genes and transcripts

processing-kit icon processing-kit

Some self-written scripts used for pre-processing for graduate projects

python-animal-td-model icon python-animal-td-model

A BLUPF90 wrapper written in Python implementing the Animal Model, as well as Test-Day Model for estimating breeding values (EBVs)

rd-imputation-accuracy icon rd-imputation-accuracy

Phasing and genotype Imputation comparison. Have been evaluated: BEAGLE 5.2, EAGLE 2.4.1, SHAPEIT 4, MINIMAC 4, IMPUTE 5, using accuracy metrics like: IQS(Imputation Quality score), r2 (Pearson correlation), Concordance.

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