mloss | Projects that are tagged with hmm.

MLPACK 3.0.2

by rcurtin - June 9, 2018, 18:03:57 CET [ ] 259916 views, 46614 downloads, 0 subscriptions

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(based on 1 vote)

About: A fast, flexible C++ machine learning library, with bindings to other languages.

Changes:

Released June 8th, 2018.

Documentation generation fixes for Python bindings (#1421).
Fix build error for man pages if command-line bindings are not being built (#1424).
Add shuffle parameter and Shuffle() method to KFoldCV (#1412). This will shuffle the data when the object is constructed, or when Shuffle() is called.
Added neural network layers: AtrousConvolution (#1390), Embedding (#1401), and LayerNorm (layer normalization) (#1389).
Add Pendulum environment for reinforcement learning (#1388) and update Mountain Car environment (#1394).

Authors: Ryan Curtin, James Cline, Neil Slagle, Matthew Amidon, Ajinkya Kale, Bill March, Nishant Mehta, Parikshit Ram, Dongryeol Lee, Rajendran Mohan, Trironk Kiatkungwanglai, Patrick Mason, Marcus Edel, Etc
License: Bsd, Bsd 3 Clause License
Programming Language: C++, Python, Shell

Operating System: Platform Independent
Data Formats: Plain Ascii, Ascii, Txt, Hdf, Bin, Csv, Xml
JMLR-MLOSS Publication: JMLR Page
Tags: Gmm, Hmm, Machine Learning, Sparse, Dual Tree, Fast, Scalable, Tree

QSMM 1.16

by olegvol - July 29, 2014, 19:37:31 CET [ ] 8294 views, 2283 downloads, 0 subscriptions

About: The implementation of adaptive probabilistic mappings.

Changes:

Initial Announcement on mloss.org.

Authors: Oleg Volkov
License: Gpl Version 3 Or Later
Programming Language: C

Operating System: Linux, Windows
Data Formats: Ascii
Tags: Hmm, Neural Nets, Online Learning, Framework, Language Modelling, Viterbi, Automata Learning, Boltzmann Machine

pHMM4weka 1.0

by smm52 - October 22, 2010, 03:48:07 CET [ ] 10693 views, 3186 downloads, 0 subscriptions

About: 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.

Changes:

description changed

Authors: Stefan Mutter
License: Gpl Version 3 Or Later
Programming Language: Java

Operating System: Platform Independent
Data Formats: Arff
Tags: Sequence Analysis, Hmm, Support Vector, Resampling, Structured Data, Supervised Learning, Weka, Statistics, Hidden Markov Model, Statistical Classification, Remote Homology Detection, Probabilistic Mo

The Infinite Hidden Markov Model 0.5

by jvangael - July 21, 2010, 23:41:24 CET [ ] 37362 views, 6783 downloads, 0 subscriptions

About: An implementation of the infinite hidden Markov model.

Changes:

Since 0.4: Removed dependency from lightspeed (now using statistics toolbox). Updated to newer matlab versions.

Authors: Jurgen Van Gael
License: Mit
Programming Language: Matlab

Operating System: Agnostic
Data Formats: Matlab
Tags: Hmm, Nonparametric Bayes

Hidden Markov Support Vector Machines 0.2

by pramod - April 16, 2010, 17:27:41 CET [ ] 12138 views, 3760 downloads, 0 subscriptions

About: This software is an implementation of Hidden Markov Support Vector Machines (HMSVMs).

Changes:

Initial Announcement on mloss.org.

Authors: Gunnar Raetsch, Georg Zeller
License: Gnu Gpl V2
Programming Language: C++, Matlab, Octave

Operating System: Linux
Data Formats: Matlab, Octave
Tags: Matlab, Octave, Hmm, Support Vector, Hmsvm

Ohmm 0.02

by hillbig - May 21, 2009, 10:07:53 CET [ ] 10252 views, 3075 downloads, 0 subscriptions

About: Ohmm is a library for learning hidden Markov models by using Online EM algorithm. This library is specialized for large scale data; e.g. 1 million words. The output includes parameters, and estimation results.

Changes:

Initial Announcement on mloss.org.

Authors: Hillbig
License: Bsd
Programming Language: C++

Operating System: Linux
Data Formats: Plain Ascii
Tags: Hmm, Online Learning

MinorThird 20080414

by frank - June 9, 2008, 09:08:30 CET [ ] 15818 views, 4180 downloads, 0 subscriptions

About: MinorThird is a collection of Java classes for storing text, annotating text, and learning to extract entities and categorize text. It was written primarily by William W. Cohen, a professor at [...]

Changes:

Initial Announcement on mloss.org.

Authors: William W. Cohen
License: Bsd
Programming Language: Java

Operating System: Agnostic
Data Formats: None
Tags: Svm, Classification, Hmm, Crf, Decision Trees, Boosting, Multilabel Classification, Natural Language Processing, Algorithms, Classifiers, Graphical Models, Data Mining, Information Extraction

Local Alignment Kernels 0.3.2

by hiroto - December 1, 2007, 00:10:23 CET [ ] 13117 views, 3537 downloads, 0 subscriptions

About: Local alignment kernels measure the similarity between two sequences by summing up scores obtained from local alignments with gaps of the sequences.

Changes:

Initial Announcement on mloss.org.

Authors: Jean Philippe Vert, Hiroto Saigo
License: Gpl Version 2 Or Later
Programming Language: C

Data Formats: None
Tags: Bioinformatics, String Kernel, Alignment, Sequence Analysis, Kernel, Hmm

Torch 3

by bengio - November 13, 2007, 01:38:29 CET [ ] 15444 views, 5493 downloads, 0 subscriptions

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(based on 1 vote)

About: Torch is a statistical machine learning library written in C++ at IDIAP,

Changes:

Initial Announcement on mloss.org.

Authors: Ronan Collobert, Samy Bengio, Johnny Mariethoz
License: Free Bsd
Programming Language: C++

Operating System: Linux, Macosx, Windows
Data Formats: None
Tags: Kernel, Svm, Classification, Regression, Ensembles, Gmm, Hmm, Neural Nets

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