Open Research Computation. An ordinary journal with extraordinary aims
cameronneylon.net
cameronneylon.net
The journal itself is (well be) at http://www.openresearchcomputation.com/ - the articles will also be open-access (I checked that first thing).
Journal of Machine Learning Research already does this [http://jmlr.csail.mit.edu/mloss/].