An AI Learning System
A description of an AI system, with a demonstration program and Delphi sourcecode.
ANNI - Artificial Neural Network Investing
Commercial Securities Modeler that uses artificial neural networks and genetic algorithms for customizable prediction
Bayes Net Toolbox for Matlab
Supports several inference algorithms and learning algorithms. Allows simulation of static and dynamic networks, including HMMs, IOHMMs, and Kalman filters.
C4.5 and FOIL
Home page of R. Quinlan. FTP links to FOIL (inductive logic programming) and C4.5 (learning decision trees).
Experience-Based Language Acquisition
Computational model of human language acquisition written in Java; currently acquires a protolanguage of nouns and verbs language based on visual perception
GNU Hidden Markov Model Library
Hidden Markov Models software library from the Center of Applied Informatics, Cologne. Includes algorithms such as Viterbi, Baum-Welch, and Forward-Backward. [C, GPL license]
Incremental Decision Tree Induction
An algorithm that incrementally constructs decision trees from labeled examples. [Free for individual research purposes]
libbpfl - Bayesian Probability Filtering Library
A general purpose library for Bayesian filtering. [C++, LGPL license]
Machine Learning Packages from the CMU Artificial Intelligence Repository
Links to FTP repositories including ACCEL, CLASSWEB, FOCL, FOIL, GOLEM, INDEX, MILES, MOBAL, OC1, Occamn, PEBLS, RWM.
N-gram Statistics Package (NSP)
Suite of Perl tools for counting and analyzing word n-grams in text; provides standard tests of association for identifying word n-grams in large corpora and allows users to implem…
Observable Operator Modeling Kit
Machine learning library for Observable Operator Models (OOMs) suitable for time-series and sequence data classification and prediction. OOMs are similar but more powerful than HMM…
Sequence Alignment and Modeling System (SAM)
A collection of tools for creating and using HMMs for biological sequences. Free license for academic and nonprofit usages.
The Bow Toolkit
A library of C code useful for writing statistical text analysis, language modeling and information retrieval programs. The current distribution includes the library, as well as fr…
The CHILL Empirical Parser Acquisition System
A general approach to the problem of inducing natural language parsers. It uses an annotated corpus, and produces a parser by using ILP for inducing the rules that control the act…
The NEITHER Theory Revision System
A propositional theory refinement system that will modify a incomplete or incorrect rule base so as to make it consistent with a set of input training examples. [Free]
WinMine Toolkit
Tools for learning dependency networks or Bayesian networks from data. [Free]
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