Gerbil consists of an interactive visualization tool targeted at multispectral and hyperspectral image data, and a toolbox of common algorithms, e.g. for segmentation. Multispectral imaging has been gaining popularity and has been gradually applied to many fields besides remote sensing. However, due to the high dimensionality of the data, both human observers and computers have difficulty interpreting this wealth of information. Gerbil facilitates the visualization of the relationship between spectral and topological information in a novel fashion. It puts emphasis on the spectral gradient, which is shown to provide enhanced information for many reflectance analysis tasks. It also includes a rich toolbox for evaluation of image segmentation and other algorithms in the multispectral domain. The parallel coordinates visualization technique is combined with hashing for a highly interactive visual connection between spectral distribution, spectral gradient, and topology.
Database Deployment Manager (DDM) is a desktop oriented multi-platform database design tool that allows database administrators and programmers to create database structures (using an object oriented methodology) and deploy them into an existing database. The tool allows creation of diagrams to identify basic relations between the defined structures. You can import tables from various databases, either by fully reversing a database or just picking tables from various databases and injecting them into your solution. You can browse the databases and execute SQL queries on them. There is a unique SELECT query builder that makes the building of queries very easy without having to write a single SQL statement; just using point and click with the mouse.
ArtTk is a graphic library based on Java/Swing offering an open development toolkit intended specifically for scientific and technical applications. It provides a set of widgets and functional modules a set of support modules (helpers) permitting dynamic definition of menus and tool bars from simple XML configured files, and supporting tooltips, icons, action commands, etc.; a very adaptable generic desktop, facilitating the assembly of Swing components in a specialized GUI; an extended Grid layout to simplify the development of advanced scientific applications; and a set of scientific and technical widgets, such as a dynamic memory footprint monitor, simple key-values based fields editors, a generic color gradient editor, etc.
MyMediaLite is a lightweight, multi-purpose library of recommender system algorithms. It addresses the two most common scenarios in collaborative filtering: rating prediction (e.g. on a scale of 1 to 5 stars), and item prediction from implicit feedback (e.g. from clicks or purchase actions). It contains dozens of recommender engines, including state-of-the-art matrix factorization methods. It also supports real-time updates to the recommender engines, storing engines to disk and reloading them again, and several evaluation measures to compare the accuracy of different recommender system methods. Three command-line programs that offer most of the functionality contained in the library are included.
Aspose.Metafiles is a Java library for managing metafiles. It allows your Java applications to quickly and easily display and play both WMF and EMF files. It also offers support for metafile conversions. With Aspose.Metafiles, your development staff will be able to convert metafiles to other popular graphic formats. It was built to work seamlessly with Aspose.Slides for Java. It enables you to add both WMF and EMF files into your PowerPoint presentations created with Aspose.Slides.