id summary reporter owner description type status priority resolution keywords cc topic difficulty mentor 1127 Machine learning library KetilMalde none "'''Note that this was proposed some years ago, and any prospective student should first identify a suitable mentor, and discuss the details with her. ''' Machine learning includes many methods (e.g, neural networks, support vector machines, hidden markov models, genetic algorithms, self-organizing maps) that are applicable to classification and/or pattern recognition problems in many fields. A selection of these methods should be implemented as a Haskell library, the choice would depend on the qualifications and interests of the student. Optionally, a more limited library with an application using it could be implemented. My main interest is in bioinformatics, but as machine learning methods are useful in a vast number of fields, I'm happy to hear from prospective mentors and other people who are interested, as well as from prospective applicants. == Previously Interested Students == * Anil Vaitla <[mailto:avaitla16@gmail.com]> (Matrix Decompositions, SVM, and HMM) * Andreas Launila (SVM and HMM) * Jiri Hysek (dvekravy) <[mailto:xhysek02@stud.fit.vutbr.cz]> (NN and GA) * Charles Blundell <[mailto:blundellc@googlemail.com]> (SVM, HMM, ID3/C4.5; already done NN, Q-learn, SOM, ~GA) * P !McArthur <[http://www.dysfunctor.org/about/]> (Hidden Markov Model) * Dave Tapley <[mailto:dukedave@gmail.com]> (Studying: <[http://www.cse.dmu.ac.uk/msccir/structure.html]>) * Ivan Dilchovski <[mailto:root.darkstar@gmail.com]> (currently doing graduation paper on NN) * Dinesh G<[mailto:g.dinesh.cse@gmail.com]> (SVM, PCA, SVD, Random Projection, Cluterings techniques) Currently doing my masters in Indian Institute Of Science. Area Of Interest: Machine learning * Moises Osorio <[mailto:wcoder.mx@gmail.com]> (Genetic algorithms) == Currently Interested Students == * Martin Boyanov <[mailto:mboyanov@gmail.com]> (HMM, k-means clustering, Naive Bayes,neural networks)" proposed-project new OK misc unknown not-accepted