Gene Network Inference Tool

We provide our Objective-C (Cocoa for Mac, GNUstep for Linux/Windows) optimization framework to learn linear gene regulatory networks from various types of gene expression data. The optimization incorporates network sparsity constraint through L1 regularization as well as incorporation of existing network information. The framework can handle wild type, perturbation, gene knockout and heterozygous knockdown gene expression data.

Download: Gene Network Inference Tool

BMC Systems Biology

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Molecular Systems Biology

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PLOS Computational Biology

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2011 Gene Network Inference Tool. Copyright © 2013. The Center for Complex Biological Systems, UC Irvine
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