Assuming you're using R, I suspect you'll enjoy bioconductor. Bioconductor is an open source and open development software project for the analysis and comprehension of genomic data. It's an immensely powerful tool for those working in the field of computational biology / biomedical research.
Hope this helps,
Re: SOM and clustering for gene array analysis (Affymetrix) in perl