• ILNumerics Drawing Extensions: ILNumerics.Toolboxes.Drawing2
  • Bar-, spline-, region-, error-, candlestick-, fill area-, stacked area-, box plots.
  • More and faster surfaces, smooth surface.

Compatibility

ILNumerics is compatible with all .NET runtimes since .NET Framework 4.6.1., including .NET Core, .NET 8.0. and newer.

We've invested great effort to auto-translate and keep up to date the quasi standard algorithms for all computational routines, including linear algebra, FFT and optimization methods. These purely managed implementations are the first to bring professional robustness and precision to .NET. Hence, ILNumerics runs efficiently on any platform supported by .NET! Optionally, native libraries can be used to replace the managed default implementation. For the Windows platform, such native, optimized libraries are provided, too.

Performance

ILNumerics apps are typically much faster than alternatives: faster to implement and faster during execution. We've invented groundbreaking new auto-parallelization techniques which make full use of modern, parallel hardware with unseen automatic efficiency. Further, with ILNumerics the size of your data is not limited by the managed heap. ILNumerics n-dimensional Array<T> bridges the gap from high-level mathematical expressions down to native memory robustly, efficiently, and transparently. Moreover, it allows to connect your data to any 3rd party interface without hassle.

The ILNumerics Visualization Engine

Start with this package for authoring of static professional, technical visualizations in 2D and 3D. This package provides a fully featured, efficient scene graph implementation and 2D/3D plots and charts. Visualizations can be created based on a 3D scene, a regular camera or (multiple) plot cubes. Rendering to bitmap and vector image types is supported, as well as logarithmic scales, transparency and efficient custom creation of complex, reusable scene components.

For interactive visualizations in WindowsForms / WPF apps start with ILNumerics.Drawing.Platforms.

For more / faster / more complex plotting types see the ILNumerics.Toolboxes.Drawing2 package.

In order to write efficient algorithms, use the Computing Engine package. While not being a requirement, it is often handy for data pre-processing.

Quick Start - in Visual Studio

• Create a fresh C# console application.

• reference the Visualization Engine package in your project.

• reference the Computing Engine package in your project.

• Include the following 'using' directives (C#):

  using ILNumerics; using ILNumerics.Drawing; using ILNumerics.Drawing.Plotting; using static ILNumerics.ILMath; using static ILNumerics.Globals;

• Replace the Program.Main() method with the following code:

  // create a new, empty scene var scene = new Scene(); // create some data Array<float> A = sin(arange<float>(0f, pif * 50f) / 10f); // add a line plot to the scene scene.Add( new PlotCube(twoDMode: false) { new LinePlot(A) }); // signal that your scene is ready for rendering scene.Configure(); // (offscreen) render the scene to a bitmap, using a software renderer scene.SaveBitmap("image.png");

• Find the generated image in your \bin\Debug folder. It shows the expected sine curve.

• read the getting started guide online and start writing more visualizations!

Documentation

• https://ilnumerics.net/visualization-getting-started.html
• https://ilnumerics.net/visualization-basics.html
• https://ilnumerics.net/general-usage_v5.html#
• https://ilnumerics.net/Visualization-API.html
• https://ilnumerics.net/offscreen-rendering.html

Examples

ILNumerics example collection