https://kyle-mcgovern.github.io/Recent content in Home on °º¤ø,¸¸,ø¤ Exploring Biological Data ¸,ø¤º°`°º¤ø,¸Hugoen-usOpen SourceFri, 26 Jun 2026 13:55:22 -0800https://kyle-mcgovern.github.io/hire_me/Mon, 01 Jan 0001 00:00:00 +0000https://kyle-mcgovern.github.io/hire_me/<h1 id="resume">Resume</h1> <hr> <p><a href="https://kyle-mcgovern.github.io/pdfs/Kyle_McGovern_PhD_Resume.pdf" download="Kyle_McGovern_PhD_Resume.pdf">Click Here to Download my Resume as a PDF</a></p> <hr>https://kyle-mcgovern.github.io/failure-modes-of-sparcc-and-building-toward-an-alternative/Fri, 26 Jun 2026 13:55:22 -0800https://kyle-mcgovern.github.io/failure-modes-of-sparcc-and-building-toward-an-alternative/Identifying Issues with SparCC and an Alternative Approachhttps://kyle-mcgovern.github.io/exploring-a-simple-attention-mechanism-for-multi-omic-microbiomics/Fri, 12 Dec 2025 13:55:22 -0800https://kyle-mcgovern.github.io/exploring-a-simple-attention-mechanism-for-multi-omic-microbiomics/<script> MathJax = { tex: { inlineMath: [['$', '$'], ['\\(', '\\)']] } }; </script> <script src="https://cdn.jsdelivr.net/npm/mathjax@3/es5/tex-mml-chtml.js"></script> <script src="https://d3js.org/d3.v7.min.js"></script> <h2 id="overview">Overview</h2> <hr style="border: none; border-top: 2px solid black; margin: 0rem 0;"> <div style="margin-top: 2rem; margin-bottom: 2rem;"></div> <p>The following serves as an introduction to attention models and an exploration of the utility of these models for multi-omics through an example analysis of a Type II Diabetes (T2D) vs. Control experiment. I consider a <em>main</em> <strong>metagenomic</strong> dataset and a <em>subordinate</em> <strong>blood serum</strong> dataset using a modified version of <a href="https://academic.oup.com/bioinformatics/article/38/8/2287/6528310">this model</a>. The model used here is pictured below.</p>