Projects that are tagged with inference.


Logo Aika 0.10

by molzberger - November 3, 2017, 12:08:43 CET [ Project Homepage BibTeX Download ] 2337 views, 700 downloads, 4 subscriptions

About: Aika is an open source text mining engine. It can automatically extract and annotate semantic information in text. In case this information is ambiguous, Aika will generate several hypothetical interpretations about the meaning of this text and retrieve the most likely one.

Changes:

Aika Version 0.10 (2017-11-03)

Simplification: Activations are now only added during processing never removed. However, they might be suppressed if they are conflicting with other activations. Removed some old experimental training code and provided two APIs for training and pattern discovery. The APIs allow to implement heuristics when deciding which synapses should be created or which patterns should be selected. Experimental support for text generation.

Aika Version 0.9 (2017-10-22)

Rewrite of the conversion of synapse weights to logic nodes. Optimization of the interpretation search. Fixes for a few deadlocks.


Logo OpenGM 2 2.0.2 beta

by opengm - June 1, 2012, 14:33:53 CET [ Project Homepage BibTeX Download ] 4999 views, 1161 downloads, 1 subscription

About: A C++ Library for Discrete Graphical Models

Changes:

Initial Announcement on mloss.org.


Logo Gibbs RTSS 1.0

by marc - April 4, 2011, 19:58:43 CET [ BibTeX BibTeX for corresponding Paper Download ] 4777 views, 1289 downloads, 1 subscription

About: The software provides an implementation of a filter/smoother based on Gibbs sampling, which can be used for inference in dynamical systems.

Changes:

Initial Announcement on mloss.org.


About: OpenGM is a free C++ template library, a command line tool and a set of MATLAB functions for optimization in higher order graphical models. Graphical models of any order and structure can be built either in C++ or in MATLAB, using simple and intuitive commands. These models can be stored in HDF5 files and subjected to state-of-the-art optimization algorithms via the OpenGM command line optimizer. All library functions can also be called directly from C++ code. OpenGM realizes the Inference Algorithm Interface (IAI), a concept that makes it easy for programmers to use their own algorithms and factor classes with OpenGM.

Changes:

Initial Announcement on mloss.org.