Projects

MALLET

MALLET (A Machine Learning for Language Toolkit) is an integrated collection of Java code useful for statistical natural language processing, document classification, clustering, information extraction, and other machine learning applications to text

pHMM4weka

This Java software implements Profile Hidden Markov Models (PHMMs) for protein classification for the WEKA workbench. Standard PHMMs and newly introduced binary PHMMs are used. In addition the software allows propositionalisation of PHMMs.

jahmm

Jahmm (pronounced "jam"), is a Java implementation of Hidden Markov Model (HMM) related algorithms. It's been designed to be easy to use (e.g. simple things are simple to program) and general purpose. It is available under the new BSD license. This library is reasonably efficient ... [More] , meaning that the complexity of the implementation of the algorithms involved is that given by the theory. However, when a choice must be made between code readability and efficiency, readability has been chosen. It is thus ideal in research (because algorithms can easily be modified) and as an academic tool (students can quickly get interesting results). It gives an implementation of the Viterbi, Forward-Backward, Baum-Welch and K-Means algorithms, among others. [Less]

artifigence

Aboutartifigence is a HMM-based Recognizer written in Python. The principle of design is to be as simple as possible and easy to use. Currently artifigence is used to do OCR (Optical Character Recognition), and hope in the future besides OCR it can be used in HMM-based application, such as speech ... [More] recognition, machine translation, etc. ReleaseThere is no release so far because artifigence is still in preliminary stage and lack of a lot of features and documentation. Please go to Wiki tab if you want to try and know more about it. [Less]

voice2fix

A voice recognition software for trade in exchange. That uses Hidden Markov Model for identify the order and converts it into a FIX message.

baumwelch-itesm

Implementation of the Baum-Welch algorithm for the IA4009 class at ITESM