Open Source Text Processing Project: Wapiti

Wapiti – A simple and fast discriminative sequence labelling toolkit Project Website: https://wapiti.limsi.fr/ Github Link: https://github.com/Jekub/Wapiti Description Wapiti is a very fast toolkit for segmenting and labeling sequences with discriminative models. It is based on maxent models, maximum entropy Markov … Continue reading

Open Source Text Processing Project: matlab-hmm by qiuqiangkong

Open source HMM toolbox, with Discrete-HMM, Gaussian-HMM, GMM-HMM (matlab) Project Website: None Github Link: https://github.com/qiuqiangkong/matlab-hmm Description THIS IS AN OPEN SOURCE HMM TOOLBOX. IT IS FREE FOR INDIVIDUALS & RESEARCH. IF YOU ARE USING IT FOR COMMERCIAL USE, PLEASE CONTACT … Continue reading

Open Source Text Processing Project: hmmlearn

hmmlearn: Hidden Markov Models in Python, with scikit-learn like API Project Website: http://hmmlearn.readthedocs.org Github Link: https://github.com/hmmlearn/hmmlearn Description hmmlearn is a set of algorithms for unsupervised learning and inference of Hidden Markov Models. For supervised learning learning of HMMs and similar … Continue reading

Open Source Text Processing Project: hmmus

hmmus: Posterior decoding with a hidden Markov model Project Website: https://pypi.python.org/pypi/hmmus Github Link: None Description Hmmus has some C implementations of HMM algorithms with Python bindings, and it is meant to be useful under the following conditions: The sequence of … Continue reading

Open Source Text Processing Project: R-HMM

RHMM: HMM – Hidden Markov Models Project Website: https://cran.r-project.org/web/packages/HMM/ Github Link: None Description This toolbox supports inference and learning for HMMs with discrete outputs (dhmm’s), Gaussian outputs HMM: HMM – Hidden Markov Models Easy to use library to setup, apply … Continue reading

Open Source Text Processing Project: Matlab-HMM

Hidden Markov Model (HMM) Toolbox for Matlab Project Website: http://www.cs.ubc.ca/~murphyk/Software/HMM/hmm.html Github Link: https://github.com/probml/pmtk3 Description This toolbox supports inference and learning for HMMs with discrete outputs (dhmm’s), Gaussian outputs (ghmm’s), or mixtures of Gaussians output (mhmm’s). The Gaussians can be full, … Continue reading

Open Source Text Processing Project: Jahmm

Jahmm: An implementation of Hidden Markov Models in Java Project Website: https://code.google.com/archive/p/jahmm/ Github Link: https://github.com/KommuSoft/jahmm Description 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 … Continue reading

Open Source Text Processing Project: UMDHMM

UMDHMM: Hidden Markov Model Toolkit Project Website: http://www.kanungo.com/software/software.html#umdhmm Github Link: None Description Hidden Markov Model (HMM) Software: Implementation of Forward-Backward, Viterbi, and Baum-Welch algorithms. The software has been compiled and tested on UNIX platforms (sun solaris, dec osf and linux) … Continue reading