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| BSVM - A decomposition method for bound-constrained SVM formulations.
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| BudgetedSVM - C++ toolbox containing highly optimized implementations of algorithms for scalable training of Support Vector Machine (SVM) approximators.
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| HeroSvm - Support Vector Machine (SVM) represents the state-of-the-art classification technique. However, training SVM on a large training set becomes a bottleneck. HeroSvm is a high-performance library for training SVM for classification to solve this problem.
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| LibCVM - The LibCVM Toolkit is a C++ implementation of the improved Core Vector Machine (CVM) and recently developed Ball Vector Machine (BVM), which are fast Support Vector Machine (SVM) training algorithms using core-set approximation on very large scale data sets.
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| LIBLINEAR: large scale linear SVM classifier |
| LIBSVM -- A Library for Support Vector Machines - LIBSVM is an integrated software for support vector classification, (C-SVC, nu-SVC ), regression (epsilon-SVR, nu-SVR) and distribution estimation (one-class SVM ). It supports multi-class classification.
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| lightning - Large-scale linear classification, regression and ranking in Python
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| LS-SVMlab1.5 (Least Squares Support Vector Machines) - Least Squares Support Vector Machines (LS-SVM) are reformulations to the standard SVMs which lead to solving linear KKT systems.
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| Matlab SVM Toolbox - by Steve Gunn.
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| mySVM/db - Support Vector Machine for Relational Databases.
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| Parallel GPDT - GPDT is a C++ software designed to train large-scale Support Vector Machines (SVMs) for binary classification in both scalar and distributed memory parallel environments.
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| SVM in the primal |
| SVM-QP - Convext QP solver for large-scale support vector machines classification
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| SVM-struct - Support Vector Machine for Complex Outputs
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| SVMlight is an implementation of Support Vector Machines (SVMs) in C. Thorsten Joachims - SVMlight is an implementation of Support Vector Machines (SVMs) in C.
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| SVMTorch. - Support Vector Machine for Large-Scale Regression and Classification Problems.
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| thundersvm - A Fast SVM Library on GPUs and CPUs
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