Projects tagged ‘artificial_intelligence’ and ‘research’


[13 total ]

21 Users
   

Weka is a collection of machine learning algorithms for solving real-world data mining problems. It is written in Java and runs on almost any platform. The algorithms can either be applied directly to a dataset or called from your own Java code.
Created over 3 years ago.

19 Users
 

NLTK — the Natural Language Toolkit — is a suite of open source Python modules, linguistic data and documentation for research and development in natural language processing, supporting dozens of ... [More] NLP tasks, with distributions for Windows, Mac OSX and Linux. [Less]
Created over 3 years ago.

10 Users
 

RapidMiner (formerly YALE) is the most comprehensive open-source software for intelligent data analysis, data mining, knowledge discovery, machine learning, predictive analytics, forecasting, and ... [More] analytics in business intelligence (BI). RapidMiner provides more than 400 data mining operators, a graphical user interface (GUI), an online tutorial with hands-on data mining applications, a comprehensive PDF tutorial, many visualization schemes for data sets and data mining results, many different learning and meta-learning schemes ranging from decision tree and rule learners to neural networks, SVMs, ensemble methods, etc. RapidMiner is implemented in Java and available under GPL (GNU General Public License) as well as under a developer license (OEM license) for closed-source developers [Less]
Created over 3 years ago.

3 Users
 

DCOPolis was originally developed to provide a testbed for comparing Distributed Constraint Optimization (DCO) algorithms in a sterile environment. It was the authors' opinion (along with many in the ... [More] DCO community) that existing metrics for comparing solution techniques did not adequately capture the many intricacies inherent in such a problem. A byproduct of this testbed is a framework in which a single representation of a Distributed Constraint Optimization Problem (DCOP) can be solved by a multitude of different solution algorithms, either in simulation or deployed on a live (possibly ad-hoc) network. [Less]
Created over 3 years ago.

2 Users

The Open Cognition Framework (OpenCog) is software for the collaborative development of safe and beneficial Artificial General Intelligence. OpenCog provides research scientists and software ... [More] developers with a common platform to build and share artificial intelligence programs. Programs written or adapted for OpenCog may be combined and used in concert with one another for experimentation or to achieve better results compared to their stand-alone counterparts. OpenCog is under active development, with the first release expected in 4Q-2008. [Less]
Created about 1 year ago.

2 Users
 

MATES is an application layer simulator created to investigate the behavior of distributed agent-based systems over mobile ad hoc networks (MANETs). Given such a goal, MATES was implemented not to ... [More] simulate any specific agent framework, but rather to provide a generic, easily expandable environment for agent-based system testing. [Less]
Created over 3 years ago.

2 Users
 

MARF is an open-source research platform and a collection of voice/sound/speech/text and natural language processing (NLP) algorithms written in Java and arranged into a modular and extensible ... [More] framework facilitating addition of new algorithms. MARF can run distributedly over the network and may act as a library in applications or be used as a source for learning and extension. [Less]
Created over 3 years ago.

2 Users
 

SimMetrics is a Similarity Metric Library, e.g. from edit distance's (Levenshtein, Gotoh, Jaro etc) to other metrics, (e.g Soundex, Chapman). Work provided by UK Sheffield University funded by (AKT) ... [More] an IRC sponsored by EPSRC, grant number GR/N15764/01. [Less]
Created 12 months ago.

1 Users
 

YARP: Yet Another Robot Platform. Libraries and applications to support flexible communication between processes and devices spread across a local network. Especially useful for inhomogeneous ... [More] networks with a mixture of operating systems and compilers. Originally developed for large-scale humanoid robot projects such as COG, Kismet, and RobotCub, where many idiosyncratic devices need to be integrated into a single control system without there being any one OS that supports them all. Uses well-specified protocols across tcp, udp, shared-memory, and multicast, with binary and text-mode variants. [Less]
Created over 3 years ago.

1 Users
 

An optimized Java library for genetic algorithms and more.
Created 12 months ago.