Evo@home is a research project that uses Internet-connected computers to do research in Machine Learning. This project uses Evolutionary Algorithms to optimize the parameters of different kind of machine learning algorithms.
Currently the project is used to tune the parameters of a learner used for the prediction of the three-dimensional structure of a protein from its sequence of amino acid residues. You can participate by downloading and running a free program on your computer.
Evo@home is based at Montefiore. This is the department of Electrical Engineering and Computer Science of the University of Liège (Belgium).
More information about our research will be available soon. Meanwhile you can check this poster presenting our research.
More information about this project
While you are waiting for new WU's I thought it could be useful to provide you some more information about this project.
An article concerning our research will be presented in two months at a conference. Of course this article cannot be published before the conference but here is a poster presenting the subject: http://www.jul-1.be/download/P02.pdf
Using BOINC and new optimizers, we hope to find even more accurate results!
Concerning the source code of this project, it is now available here. This source code evolves constantly and it is distributed under GNU GPLv3.
New WU's should be available by the end of this month.
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