Research Groups

Tiberius Tiberius- Neural network for classification and regression problems. Supports ODBC and Excel. DELVE DELVE- A standard environment for evaluating the performance of learning methods. Includes a number of datasets and an archive of learning methods. NNSYSID Toolbox NNSYSID Toolbox- A set of MATLAB tools for neural network based identification of nonlinear dynamic systems. Torch Torch- A library of state-of-the-art machine learning algorithms. Licensed under the GPL, and designed for Unix and Linux environments. Tradecision Tradecision- Neural network software for technical analysis and stock market trading. Demo is available. Alyuda NeuroIntelligence Alyuda NeuroIntelligence- Neural network software and Excel add-ins for forecasting and data analysis. Supports several algorithms. Trial versions are available. Scikit-learn Scikit-learn- An open source Python library that implements a range of machine learning, preprocessing, cross-validation and visualization algorithms using a unified interface. Pr… mPOEMS in JAVA mPOEMS in JAVA- A generic framework for the evolutionary search algorithm mPOEMS. It was designed to solve optimisation problems, with an unrestricted number of objectives. This s… Bayes Net Toolbox for Matlab Bayes Net Toolbox for Matlab- Supports several inference algorithms and learning algorithms. Allows simulation of static and dynamic networks, including HMMs, IOHMMs, and Kalman f… Numenta Numenta- Software that provides a high level of automation in analyzing streaming data, the ability to learn continuously from data, and the ability to drive action from the outpu… QSMM State Machine Model QSMM State Machine Model- A Boltzmann machine based framework for development of non-deterministic intelligent state models. [GPL] Designing And Implementing A Neural Network Library For Handwriting Detection, Image Analysis etc. Designing And Implementing A Neural Network Library For Handwriting Detection, Image Analysis etc.- A concise explanation of backward propagation neural networks for handwriting a… Titan: Distributed Graph Database Titan: Distributed Graph Database- A Highly Scalable, Distributed Open Source Storage Database providing index free adjacency. [AL] Intelligent Software Agent Projects at Sourceforge.net Intelligent Software Agent Projects at Sourceforge.net- A large collection of Intelligent Agent projects complete with sourcecode. [GPL] Genetic Algorithm Projects at SourceForge.net Genetic Algorithm Projects at SourceForge.net- A large collection of algorithm projects with complete sourcecode. [GPL] Scalable Machine Learning for Massive Datasets: Fast Summation Algoritms Scalable Machine Learning for Massive Datasets: Fast Summation Algoritms- Several algoritms with papers on Fast kernel density estimation, Improved Fast Gauss Transformation, and … Matt Gerber's Predictive Technology Software Laboratory at the University of Virginia Matt Gerber's Predictive Technology Software Laboratory at the University of Virginia- Statistical servers LibLinear and SVM-light, two fast loading models for supervised classifi… Machine Learning and Inference Laboratory Machine Learning and Inference Laboratory- Downloadable group of programs comprising the EMERALD machine learning system, (Experimental Machine Example-based Reasoning and Learnin… Zinnia Zinnia- Small portable online hand recognition system based on Support Vector Machines. Provides a relatively small machine model running at 50-100 char per second recognition spe… Lemga: Learning Models and Generic Algorithms Lemga: Learning Models and Generic Algorithms- A library of classes for optimizing (training) the generic models. Written in C++. Permission for use is required outside of classro… Software Learning Projects at NASA Software Learning Projects at NASA- A resource for open source software at NASA Meta-MEME: Motif-based Hidden markov Modeling of Biological Sequences Meta-MEME: Motif-based Hidden markov Modeling of Biological Sequences- Software toolkit for building and using motif-based hidden Markov models of DNA and proteins. There is an on… Self-Taught: Software That Learns By Doing Self-Taught: Software That Learns By Doing- Short article on self-modifying software touching on co-training, partial-programming, and genetic programming (GP) methods of problem … SMILE (Structural Modeling, Inference, and Learning Engine) with GeNIe SMILE (Structural Modeling, Inference, and Learning Engine) with GeNIe- SMILE (Structural Modeling, Inference, and Learning Engine) is a fully portable library of C++ classes impl… Neural Networks Prediction Software Neural Networks Prediction Software- Innovative neural networks stock prediction web-based software. Free trial. [Commercial] The AutoClass Project The AutoClass Project- A database of cases described by a combination of real and discrete valued attributes, and automatically finds the natural classes in that data. It can be s… Fuzzy machine learning framework Fuzzy machine learning framework- Fuzzy machine learning framework is a library of ADA packages and a GUI front-end based on graph-schemes, intuitionistic fuzzy sets and the possi… Machine Learning (Theory) Machine Learning (Theory)- A collaborative machine learning weblog by John Langford. MLPY Machine Learning MLPY Machine Learning- A high performance Python package for predictive modeling. Fast N-dimentional array manipulation is performed via numpy using C code. New features include: … JMLR Machine Learning Open Source Software JMLR Machine Learning Open Source Software- Many algorithms, toolboxes and full languages are available for scientific computing. Abstracts, PDF, and source code is available. [GP…