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Implements margin-infused relaxation algorithm (MIRA). Fairly optimized. Released under Eclipse public license. Usage: All for main class mira =============================== - train data-path num-iters model-outfile [trains model spits it out to model-outfile] - predict model-infile test-data-path [writes one-per-line predictions to stdout] - test model-infile test-data-path [computes error of model on data in test-data-path] Format of labeled data: Each line looks like "label feat1:val1 feat2:val2 ... featN:valN" where feati is any string and vali is a double. Format of unlabeled data: Each line looks like "feat1:val1 feat2:val2 ... featN:valN" where feati is any string and vali is a double. Author ============= Aria Haghighi <firstname.lastname@example.org>