VCF Files are time consuming but it doesn't have to be

Building a hands-off automated pipeline to process, analyze and share output without the need for a statistician.

GitHub Repo
BashPythonAWSParallel Computing

Overview

This project implements distributed cluster processing across parallel worker nodes.

Mathematical Formulation

f(x)=∑i=1nαiK(xi,x)f(x) = \sum_{i=1}^{n} \alpha_i K(x_i, x)

The optimization objective relies on strict convexity guarantees across matrix operations.