Freeware Listing: Inference

A simple Bayesian Network example for exact probabilistic inference using Pearl's message-passing algorithm on singly connected graphs..

  • Platform: Matlab, Scripts

Anti Inference Hub is a handy dynamic query processing engine designed to defend against the Inference Problem in Multilevel Databases.

Anti Inference Hub does that by integrating smoothly with common DBMSs (Oracle, PostgreSQL, and MySQL), and monitoring queries submitted by users.

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  • Platform: WinOther

EvalfisBetter simulates the Fuzzy Inference System for the input data and returns the output data. Its was develop to work with mandani FIS type. Its differ fron evalfis by using the rule weigth to do the exponencial of the consequent part of each rule..

  • Platform: Matlab, Scripts

Compact C routine to evaluate a MATLAB Sugeno type fuzzy inference system (fis). Intended to run on a microcontroller based system with limited memory..

  • Platform: Matlab, Scripts

RDFS.rb is a forward-chaining inference engine that implements the RDF Schema (RDFS) entailment rules..

  • Platform: Ruby, Scripts

This command line tool, the XSLT Inference tool, helps you easily create XSL Transformations (XSLT) that quickly transform XML files into WordprocessingML documents with complex and rich formatting.

The process begins with a raw XML file that is representative of the XML files you wish to transform. This XML file is opened in Microsoft Office Word 2003 and each of the XML elements can then be formatted to represent how similar XML files should be formatted when opened in Word, in effect creating a WordprocessingML formatting template.

The saved WordprocessingML version of this file is called a “seed document”, and is used as the input to the XSLT Inference Tool.

  • Platform: Win2000, Windows 7, WinOther, WinServer, WinVista

libDAI is a handy C++ library designed to offer implementations of various inference methods for discrete graphical models. libDAI supports arbitrary factor graphs with discrete variables; this includes discrete Markov Random Fields and Bayesian Networks.

The library is targeted at researchers. To be able to use the library, a good understanding of graphical models is needed.


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  • Platform: WinOther

proteinLP was developed as an accessible linear programming model for protein inference, built on two simple probability equations.

ProteinLP is implemented in Java and can run on any Java Virtual Machine (JVM) regardless of computer architecture.

Since ProteinLP introduces linear programming to solve protein inference problem, the software uses a standard LP software package, GLPK for Java (v4.47).


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  • Platform: WinOther

Euler is an inference engine supporting logic based proofs. It is a backward-chaining reasoner enhanced with Euler path detection. It has implementations in Java, C#, Python, Javascript and Prolog. Via N3 it is interoperable with W3C Cwm..

  • Publisher: Jos De Roo
  • Date: 09-10-2012
  • Size: 13210 KB
  • Platform: WinOther

ABC-SysBio implements likelihood free parameter inference and model selection in dynamical systems. It is designed to work with both stochastic and deterministic models written in Systems Biology Markup Language (SBML)..

  • Platform: WinOther

Alchemy is a software package providing a series of algorithms for statistical relational learning and probabilistic logic inference, based on the Markov logic representation..

  • Platform: Linux, Unix

The Automated Parameter Estimation and Model Selection Toolkit is a fast, parallelized MCMC engine written in C for Bayesian inference (parameter estimation and model selection)..

  • Platform: Linux

Inference of recent migration rates between populations using multi-locus marker genotype data..

  • Publisher: rannala.org
  • Date: 03-05-2012
  • Size: 2705 KB
  • Platform: Mac OS X, WinOther

Code Replicator is a general purpose interactive programmer's tool for creating large blocks of similar code from list(s) of variables. It uses case inference to detect common programming patterns. It can create stupid code faster than you!.

  • Platform: Linux, Mac OS X, WinOther

CrfAny is a C++ package for efficient and exact training and inference of Conditional Random Fields over any graphical structure, supporting all feature types (boolean, integer and real) and command line, C++/Python Lib interfaces..

  • Platform: Linux, Unix, WinOther

This project provides an "embedded expert system", i.e. a limited ability inference engine, with a demo rule set, taken from the field of X-ray Photoelectron Spectroscopy..

  • Platform: Linux, Unix, WinOther

Euler is an inference engine supporting logic based proofs. It is a backward-chaining reasoner enhanced with Euler path detection. It has implementations in Java, C#, Python, Javascript and Prolog. Via N3 it is interoperable with W3C Cwm..

  • Platform: Linux, Unix, WinOther

GeneNetWeaver (GNW) is an open-source tool for in silico benchmark generation and performance profiling of network inference methods. GNW was used to generate the community-wide DREAM3, DREAM4 and DREAM5 In Silico Challenges..

  • Platform: Linux, Mac OS X, WinOther

Genetic programming environment to inference context free grammars base on positive and negative examples of language..

  • Platform: Linux, Unix

Hotstop is scientific software that allows to extract experimental ion stopping force curves from RBS spectra (as well as to stimate uncertainities) It uses Simulated Annealing and Bayesian Inference algorithms..

  • Platform: Linux, Unix, WinOther

Inference: Freeware | All

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