Software

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• Structural Maxent: source code (V. Kuznetsov) for the Structural Maxent algorithm described in Corinna Cortes, Vitaly Kuznetsov, Mehryar Mohri, Umar Syed (2014) "Structural Maxent", ICML 2015.
  
  
• DeepBoost: source code (U. Syed) for DeepBoost algorithm described in Corinna Cortes, Mehryar Mohri, Umar Syed (2014) "Deep Boosting", ICML 2014.
  
  
• Kernel Library (OpenKernel Library): open-source library for the design, combination, and use of kernels in large-scale learning algorithms.
  
  
• Finite-State Transducer Library (OpenFst Library): open-source library for creating, combining, optimizing, and searching weighted automata and transducers.
  
  
• Grammar Library (GRM Library 4.0): software library for creating and modifying statistical language models, and compiling and approximating weighted context-dependent rules and context-free grammars.
  
  
• Finite-State Machine Library (FSM Library 4.0): general-purpose software for building, combining, optimizing, and searching weighted automata and transducers.
  
  
• Decoder Library (DCD Library 2.0): software collection for decoding and related functions, designed for speech recognition and other applications.