Research Groups

Milepost GCC Compiler Milepost GCC Compiler- A program compiler with built-in machine learning to find the most efficient compilation possible based upon the processor the program is run on. A collecti… Extreme Learning Machine Extreme Learning Machine- generalized Single-hidden Layer Feed forward Networks (SLFNs) and how to build them. Since work as universal approximators with adjustable hidden paramet… shogun shogun- A generic SVN object interface with many implementations including OCAS, Liblinear, LibSVM, SVMLight, SVMLin, and GPDT. Each SVN provides implementations of the most commo… GMDH Shell GMDH Shell- Provides GMDH-based machine learning technology for classification, continuous value prediction and time series forecasting. The software uses multi-core processors an… CMU Artificial Intelligence Repository CMU Artificial Intelligence Repository- The Carnegie Mellon University School of Computer Science select list of a few very good machine learning systems. A list of 4 FTP reposito… Machine Learning and Dragons - a Game Machine Learning and Dragons - a Game- A game programmed using evolutionary algorithm-based methodology allowing the game to learn by the player's decisions. There is also a metho… Graclus: Efficient Graph Clustering Software Graclus: Efficient Graph Clustering Software- A fast graph clustering software that computes normalized cut and ratio association for a given undirected graph without any eigenvec… BoosTexter: A Boosting-based System for Text Categorization BoosTexter: A Boosting-based System for Text Categorization- A general purpose machine-learning program based on boosting for building a classifier from text and/or attribute-valu… An Object Oriented (OOP) Framework for Neural Networks in C# An Object Oriented (OOP) Framework for Neural Networks in C#- A handy basic Class and back progagator to create the framework for AI Neural Networks. [GPL] mloss : Machine Language Open Source Software mloss : Machine Language Open Source Software- A community effort listing of reproducible research via open source software, open access to data and results, and open standards fo… What If: Web-based Scientific Discovery What If: Web-based Scientific Discovery- An algorithm engine which will calculate everything from symmetry, torsion angles, polar fraction through protein analysis and bond angles… Open Source Computer Vision Library Open Source Computer Vision Library- Open source computer learning system making use of the Bayesian inferencing engine. [GPL] Markov TheBeast Markov TheBeast- A Markov Logic Interpreter that focuses on efficient MAP inference and Online Learning featuring MAP inference using Cutting Planes combined with Max-Walk-Sat pro… aiParts aiParts- C++ classes for multi-decision problems implementing the High-Hope technique with sample programs. [MIT] Nieme: Classification, Regression, Ranking and Reinforcement Learning Nieme: Classification, Regression, Ranking and Reinforcement Learning- A machine learning library for classification, regression, ranking and reinforcement learning. It implements… The Leibniz Software System The Leibniz Software System- A formal system for constructing artificial intelligent software agents from the book, 'Design of Logic-based Intelligent Systems' covering such topic… The Lisa Project The Lisa Project- A production rule based system implemented in a Common Lisp Object System (CLOS) for the development of Lisp based intelligent software agents. [LGPL] AliceBOT AliceBOT- The famous free software BOT developed in promotion of AIML (Artificial Intelligence Markup Language). [FREE] JProGraM -- PRObabilistic GRAphical Models in Java JProGraM -- PRObabilistic GRAphical Models in Java- JProGraM is a machine learning library which supports learning and inference algorithms for Bayesian networks, Markov random fi… SUBDUE: Graph Based Knowledge Discovery SUBDUE: Graph Based Knowledge Discovery- A program which discovers interesting and repetitive subgraphs in labeled graph representations using the minimum description length princ… LibML LibML- A machine learning library. New implementations of various machine learning algorithms. [GPL] UMDHMM and other statistical programs UMDHMM and other statistical programs- This tool implements Hidden Markov Models and application to part-of-speech tagging. Also available; a multivariate hypothesis testing softw… ArrayMiner - ClassMarker ArrayMiner - ClassMarker- Programmatically isolate similarities between scattered classes of genes. Expression driven. Utilizes a voting method along with a k-Nearest-Neighbors cl… New Scientific Brainstorming Software for Inventors -- Windows, Mac and Linux New Scientific Brainstorming Software for Inventors -- Windows, Mac and Linux- A software developed to help your team brainstorm. Words are replaced programmatically in user's ide… PRAPI: Pattern Recognition Application Programmer's Interface PRAPI: Pattern Recognition Application Programmer's Interface- A library for many pattern recognition tasks. The main focus of this package is on image analysis but utilizes a gen… Machine Learning Software Collection of Peter Clark Machine Learning Software Collection of Peter Clark- Various software packages from the staff and alumni of The University of Texas at Austin which include inductions, a partial l… SenseClusters SenseClusters- Programs to cluster similar contexts together using unsupervised knowledge-lean methods for word sense discrimination, email categorization, and name discrimination… Pattern Matching Pointers Pattern Matching Pointers- Using algorithms to address issues of searching and matching strings and more complicated patterns such as trees, regular expressions, graphs, point set… Tree Visualizer Tree Visualizer- Software which allows one to navigate (fly) through the data tree, zoom in on interesting nodes, click on bars to get counts, and mark interesting places in the t… MALLET: Advanced Machine Learning for Language MALLET: Advanced Machine Learning for Language- An integrated collection of Java code useful for statistical natural language processing, document classification, clustering, info…