Reviving this thread. Copy paste the whole thing as we move forward Current Snapshot
Key Summary > MAHOUT-221 Implementation of FP-Bonsai Pruning for fast pattern mining > Done > MAHOUT-227 Parallel SVM In Progress > MAHOUT-240 Parallel version of Perceptron Little Progress > MAHOUT-241 Example for perceptron Little Progress > MAHOUT-185 Add mahout shell script for easy launching of various > algorithms In Progress > MAHOUT-153 Implement kmeans++ for initial cluster selection in > kmeans Little Progress (There is discussion, but no patch yet) > MAHOUT-232 Implementation of sequential SVM solver based on Pegasos In > Progress > MAHOUT-228 Need sequential logistic regression implementation using > SGD techniques In Progress MAHOUT-263 Matrix interface should extend Iterable<Vector> for better > integration with distributed storage Done > MAHOUT-237 Map/Reduce Implementation of Document Vectorizer Done > MAHOUT-220 Mahout Bayes Code cleanup Done MAHOUT-265 Error with creating MVC from Lucene Index or Arff Done > MAHOUT-215 Provide jars with mahout release. Done > MAHOUT-209 Add aggregate() methods for Vector Done > MAHOUT-231 Upgrade QM reports to use Clover 2.6 Little Progress Not > that required in the release(developer thing) > MAHOUT-106 PLSI/EM in pig based on hofmann's ACM 04 paper. In > Progress > MAHOUT-155 ARFF VectorIterable Little Progress > MAHOUT-214 Implement Stacked RBM Little Progress > >