Bonsai.ML.LinearDynamicalSystems 0.2.0

Prefix Reserved
.NET Standard 2.0 This package targets .NET Standard 2.0. The package is compatible with this framework or higher. .NET Framework 4.7.2 This package targets .NET Framework 4.7.2. The package is compatible with this framework or higher.
There is a newer version of this package available.
See the version list below for details. 
dotnet add package Bonsai.ML.LinearDynamicalSystems --version 0.2.0                

                    
                

            
NuGet\Install-Package Bonsai.ML.LinearDynamicalSystems -Version 0.2.0
This command is intended to be used within the Package Manager Console in Visual Studio, as it uses the NuGet module's version of Install-Package. 
<PackageReference Include="Bonsai.ML.LinearDynamicalSystems" Version="0.2.0" />
For projects that support PackageReference, copy this XML node into the project file to reference the package. 
paket add Bonsai.ML.LinearDynamicalSystems --version 0.2.0                

                    
                

            
#r "nuget: Bonsai.ML.LinearDynamicalSystems, 0.2.0"
#r directive can be used in F# Interactive and Polyglot Notebooks. Copy this into the interactive tool or source code of the script to reference the package. 
// Install Bonsai.ML.LinearDynamicalSystems as a Cake Addin
#addin nuget:?package=Bonsai.ML.LinearDynamicalSystems&version=0.2.0

// Install Bonsai.ML.LinearDynamicalSystems as a Cake Tool
#tool nuget:?package=Bonsai.ML.LinearDynamicalSystems&version=0.2.0

Bonsai - Machine Learning

The Bonsai.ML project is a collection of packages with reactive infrastructure for adding machine learning algorithms in Bonsai. Below you will find the list of packages (and the included subpackages) currently available within the Bonsai.ML collection.

  • Bonsai.ML - provides core functionality across all Bonsai.ML packages.
  • Bonsai.ML.LinearDynamicalSystems - package for performing inference of linear dynamical systems. Interfaces with the lds_python package.
    • Bonsai.ML.LinearDynamicalSystems.Kinematics - subpackage included in the LinearDynamicalSystems package which supports using the Kalman Filter to infer kinematic data.
    • Bonsai.ML.LinearDynamicalSystems.LinearRegression - subpackage included in the LinearDynamicalSystems package which supports using the Kalman Filter to perform Bayesian linear regression.
  • Bonsai.ML.Visualizers - provides a set of visualizers for dynamic graphing/plotting.

[!NOTE] Bonsai.ML packages are installed through Bonsai's integrated package manager and are typically available for use immediately. However, certain packages may require additional steps for installation. See the dedicated package section for specific guides and documentation.

Acknowledgments

Development of this package was supported by funding from the Biotechnology and Biological Sciences Research Council [grant number BB/W019132/1].

Product Compatible and additional computed target framework versions.
.NET net5.0 was computed.  net5.0-windows was computed.  net6.0 was computed.  net6.0-android was computed.  net6.0-ios was computed.  net6.0-maccatalyst was computed.  net6.0-macos was computed.  net6.0-tvos was computed.  net6.0-windows was computed.  net7.0 was computed.  net7.0-android was computed.  net7.0-ios was computed.  net7.0-maccatalyst was computed.  net7.0-macos was computed.  net7.0-tvos was computed.  net7.0-windows was computed.  net8.0 was computed.  net8.0-android was computed.  net8.0-browser was computed.  net8.0-ios was computed.  net8.0-maccatalyst was computed.  net8.0-macos was computed.  net8.0-tvos was computed.  net8.0-windows was computed. 
.NET Core netcoreapp2.0 was computed.  netcoreapp2.1 was computed.  netcoreapp2.2 was computed.  netcoreapp3.0 was computed.  netcoreapp3.1 was computed. 
.NET Standard netstandard2.0 is compatible.  netstandard2.1 was computed. 
.NET Framework net461 was computed.  net462 was computed.  net463 was computed.  net47 was computed.  net471 was computed.  net472 is compatible.  net48 was computed.  net481 was computed. 
MonoAndroid monoandroid was computed. 
MonoMac monomac was computed. 
MonoTouch monotouch was computed. 
Tizen tizen40 was computed.  tizen60 was computed. 
Xamarin.iOS xamarinios was computed. 
Xamarin.Mac xamarinmac was computed. 
Xamarin.TVOS xamarintvos was computed. 
Xamarin.WatchOS xamarinwatchos was computed. 
Compatible target framework(s)
Included target framework(s) (in package)
Learn more about Target Frameworks and .NET Standard.

NuGet packages (2)

Showing the top 2 NuGet packages that depend on Bonsai.ML.LinearDynamicalSystems:

Package Downloads
Bonsai.ML.Visualizers

A package for the Bonsai visual programming language.
Bonsai.ML.LinearDynamicalSystems.Design

A package for visualizing data from the Bonsai.ML.LinearDynamicalSystems package.

GitHub repositories

This package is not used by any popular GitHub repositories.

Version Downloads Last updated
0.3.1 92 10/10/2024
0.3.0 90 10/3/2024
0.2.0 106 7/5/2024
0.1.0 332 3/8/2024