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Iteratively Reweighted Least Squares with Decorrelation for inferring Gene Regulatory Networks

This repository contains the scripts for inferring gene regulatory networks from time series gene expression datasets using iteratively reweighted least squares with decorrelation.

A detailed explanation of my work and results can be found in Report.pdf.

The scripts that utilize a particle swarm optimization based RNN approach for the same task can be found in the following repository:

https://github.com/Taejas/BTP_RNN_PSO

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