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imbSCI - Introduction

imbSCI | imbACE | imbNLP | imbWEM | imbWBI

Framework supporting Science-related research and development in context of imbVeles Framework and SM-WBI.

imbSCI - Coding for Science - Foundation libraries
Note Note

Since NuGet package numbers 0.2.* the whole imbVeles stack moved toward cross-platform and mobile development. Therefore, new releases of the libraries have 3 targets

    The focus is too keep WindowsXP compatibility (.NET 4.0) and to stay fully cross-platform capable, via Xamarin.Forms 3.0. Xamarin recently introduced full cross-platform support, for both Desktop and mobile operational systems and platforms.

    imbSCI libraries will help you with in-code data annotation for easier reporting, some interesting data structures (like directed and free graphs, multidimensional collections…), serialization and data manipulation, script driven reporting, single-model for multiple-outputs, static web site generation, generation of D3 (JavaScript) charts and graphs, text templates. Data formats covered: text, markdown, html, html-bootstrap, open document text, Excel spreadsheet, CSV, XML, JSON, R Tidy Dataset and more.

    Spreadsheet reporting

    Excel file creation directly from DataTable, styling framework built around DataTable structure

    Graph structures

    Directed and free graph structures, with weight factors for nodes and links. Conversion extension methods.

    Import/Export operations for DGML, DOT, mxGraph (, Dia (Diagraming software), Mermeid...

    Generation of directed graph from directory structure, class reflection data, URL/paths...

    Folder and file operations

    Folder and file Object Model with descriptive information for readme file creation

    Easy file search, copy, backup, save and load (serialization) operations

    Unified reporting API

    Same interface for reports in HTML (Bootstrap), Markdown, Spreadsheet, plain text ...

    Script, macro/component and template based reporting, dynamic colors

    HTML reports with JavaScript libraries used for: equations (MathJS), Markdown rendering, diagrams (Mermeid), LaTeX...

    Interactive JavaScript charting

    Self documenting

    Advanced reflection-based report generation

    Attribute driven declarative data-annotation

    Data manipulation

    Generic Typed DataTable classes, declarative DataTable aggregation, conditional styling for DataTable exports

    DataTable driven SVG chart generation: pie, bar, line, histogram, coocurence matrix ...


    Data visualisation: SVG, JPEG, PNG, TIFF, BMP ....

    See Also