So, you want to use genetic algorithms to make a recommender system, but you do not have any commercial database to play with?

The reason I want genome data is because then the features could be fed more efficiently in the neural network. I'm not using genetic algorithms.

Access to any database would be helpful: commercial/non-commercial.

Try Googling this: open source genome dataset -human -genetics

Also, coursera.org has a free course Introduction to Recommender Systems that might be useful...

Check out

http://musicbrainz.org/

Here you have: http://www.completegenomics.com/public-data/

and this one too: http://www.ncbi.nlm.nih.gov/guide/howto/dwn-genome/