Machine Learning

JUDGE (Java Utility for Document Genre Eduction) features automatic classification and clustering of documents, optionally as a webservice.The program is written entirely in Java and makes use of the Weka machine learning toolkit.

K-tree provides a scalable approach to clustering inspired by the B+-tree and k-means algorithms. Clustering can be used to solve problems in signal processing, machine learning and other contexts.

Watch how your Mac attempts to write a computer program that steers a robot on a track. Will it eventually succeed? The machine learning experience for your coffee break turns you Mac into an AI lab! WHAT'S NEW Initial release.


Platforms: Mac

The module's purpose is to find and display to a community in real time the most interesting conversations and memes within the community as they emerge. Memetrackers seeks to emulate the functionality of successful commercial memetrackers such as Techmeme, Google News, Tailrank, and Megite. It...


Platforms: Windows, Mac, *nix, PHP, BSD Solaris

The GUI executes various WEKA classifiers and displays the results in MATLAB. Key features "mweka": - Command line options for running weka - Demonstrate how to change classifier option using java class (similiar to GenericObjectEditor in weka) - Read and Write ARFF file to/from MATLAB - Able to...


Platforms: Windows, Mac, *nix, Matlab, BSD Solaris

There are four ensemble strategies--- random selecting samples, Bagging strategy, Random subspace method, Rotation forest method. They are ensemble methods which can obtain the samples of individual learner. Bagging method is a classical ensemble strategy proposed by Leo Breiman in Ref...


Platforms: Matlab

probability density function of basic distributionsThis package contains the functions for computing pdf of following distribution:1) Gaussian2) Multinomial3) Dirichlet4) Wishart5) student-t6) von Mises-Fisher7) Kernel density estimatorThese functions are intended to be illustration of the...


Platforms: Matlab

Variational Bayes method (mean field) for GMM can auto determine the number of componentsThis is the variational Bayesian procedure (also called mean field) for inference of Gaussian mixture model. This is the Bayesian treatment of Gaussian mixture model.Unlike the EM algorithm (Maximum...


Platforms: Matlab

The Cluster Reinforcement phase advances cluster separation in a self-organizing map (SOM) by strengthening cluster boundaries in a data-driven manner. SOM is a self-organized projection of high dimensional data onto a typically two dimensional (2D) feature map, wherein vector similarity is...


Platforms: Matlab

The GUI executes various WEKA classifiers and displays the results in MATLAB.Here are some key features of "mweka":dlTE Command line options for running wekadlTE Demonstrate how to change classifier option using java class (similiar to GenericObjectEditor in weka)dlTE Read and Write ARFF file...


Platforms: Matlab

Tag suggester for post content using state of the art machine learning algorithms for semantic analysis. It works in a toolbox in the sidebar. It provides a button that connects to the Flaptor Tagger API through HTTP, retrieves a list of possible tags and displays them in the toolbox. You can add...


Platforms: PHP

The Calais Collection is an integration of the Thomson Reuters' Calais web service into the Drupal platform. The Calais Web Service automatically creates rich semantic metadata for the content you submit d-deOCt in well under a second. Using natural language processing, machine learning and other...


Platforms: PHP

XpoLog log data analysis platform is an advanced data processing systems for IT operations, applications and cloud infrastructure. XpoLog help to quickly collect parse and index massive volume of log data. No agents, tags or changes are required. Complex log data visualization features with...


Platforms: Windows, *nix, Windows 8, Windows 7, Other,Java

* jCompoundMapper provides popular fingerprinting algorithms for chemical graphs such as depth-first search fingerprints, shortest-path fingerprints, extended connectivity fingerprints, autocorrelation fingerprints (e.g. CATS2D), radial fingerprints (e.g. Molprint2D), geometrical Molprint, atom...


Platforms: Mac

ABNER is a software tool for molecular biology text analysis. It began as a user-friendly interface for a system developed as part of the NLPBA/BioNLP 2004 Shared Task challenge. The details of that system are described in the paper below (Settles, 2004). At ABNER's core is a statistical machine...


Platforms: Mac

Cahit Arf by Prime Components is an open source (LGPL licensed) utility for WEKA machine learning library which simplifies data extraction from relational databases and ARFF file preparation. Refer to the User's Guide for more technical details and installation. Features * Universal database...


Platforms: Mac

It is a free development library based on (or extending) the Qt library. The QVision is mainly oriented to create Qt applications for computer vision, image and video processing. This library focus mainly on educational and research purposes, usability and performance. It has a clean and well...


Platforms: *nix

PCP (Pattern Classification Program) is an open-source machine learning program for supervised classification of patterns. PCP is a binary executable running on Linux and Windows (under Cygwin environment).


Platforms: *nix

The C# OCR Library by the 'Iron OCR software Development Team' is a software package for C# programmers, adding optical character recognition to desktop and web applications as an alternative to tesseract Iron OCR can be used to scan documents or text as image assets into plain indexable...


Platforms: Windows, Windows 8, Windows 7, Windows Server

Add automatic document classification to your application. The classification engine can be trained to categorize any set of documents in advance or incrementally. The classification API provides a confidence level for each categorized document. SmartSoft's categorization engine leverages...


Platforms: Windows, Windows 8, Windows 7, Windows Server