Published inTowards Data ScienceUMAP Variance ExplainedA simple way to interpret UMAP componentsMar 27, 20235Mar 27, 20235
Published inTowards Data ScienceWhy PCA Looks TriangularOften in computational biologyJun 4, 20224Jun 4, 20224
Published inTowards Data ScienceDeep Learning on Human MicrobiomeInfer microbial composition of a sample from DNA sequencesAug 18, 20214Aug 18, 20214
Published inTowards Data SciencePlague in Ancient and Modern DNAHow you can find Yersinia pestis pathogen in any random sampleApr 2, 20212Apr 2, 20212
Published inTowards Data ScienceGenomics New ClothesHow the Curse of Dimensionality complicates Genetics researchFeb 11, 2021Feb 11, 2021
Published inTowards Data ScienceUnivariate vs. Multivariate PredictionDESeq2 vs. LASSO predictive capacity on gene expressionJan 6, 20211Jan 6, 20211
Published inTowards Data ScienceUMAP for Data IntegrationGraph-based Single Cell Omics integration with UMAPOct 13, 20204Oct 13, 20204
Published inTowards Data ScienceMaximum Likelihood (ML) vs. REMLLinear Mixed Model via Restricted Maximum Likelihood (REML)Sep 9, 20205Sep 9, 20205
Published inTowards Data ScienceLinear Mixed Model from ScratchDerive and code LMM using Maximum LikelihoodAug 11, 20205Aug 11, 20205
Published inTowards Data ScienceHow Linear Mixed Model WorksAnd how to understand LMM through Bayesian lensesAug 3, 20208Aug 3, 20208
