LibTopoART 0.97.1
See the version list below for details.
dotnet add package LibTopoART --version 0.97.1
NuGet\Install-Package LibTopoART -Version 0.97.1
<PackageReference Include="LibTopoART" Version="0.97.1" />
paket add LibTopoART --version 0.97.1
#r "nuget: LibTopoART, 0.97.1"
// Install LibTopoART as a Cake Addin #addin nuget:?package=LibTopoART&version=0.97.1 // Install LibTopoART as a Cake Tool #tool nuget:?package=LibTopoART&version=0.97.1
LibTopoART
LibTopoART provides implementations of several neural networks based on the TopoART architecture. This architecture has been developed as a unified machine learning approach tackling frequent problems arising in cognitive robotics and advanced machine learning, such as online-learning, lifelong learning from data streams, as well as incremental learning and prediction from non-stationary data, noisy data, imbalanced data, and incomplete data.
Besides the TopoART neural network itself, LibTopoART comprises implementations of Episodic TopoART (episodic clustering of data streams), Hypersphere TopoART (clustering and topology-learning), TopoART-AM (associative memory), TopoART-C and Hypersphere TopoART-C (classification), and TopoART-R (regression).
The reference manual, samples, and visualisation tools can be downloaded from LibTopoART.
Product | Versions 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 | netcoreapp3.0 was computed. netcoreapp3.1 was computed. |
.NET Standard | netstandard2.1 is compatible. |
.NET Framework | net472 is compatible. net48 was computed. net481 was computed. |
MonoAndroid | monoandroid was computed. |
MonoMac | monomac was computed. |
MonoTouch | monotouch was computed. |
Tizen | tizen60 was computed. |
Xamarin.iOS | xamarinios was computed. |
Xamarin.Mac | xamarinmac was computed. |
Xamarin.TVOS | xamarintvos was computed. |
Xamarin.WatchOS | xamarinwatchos was computed. |
-
.NETFramework 4.7.2
- System.Numerics.Vectors (>= 4.5.0)
-
.NETStandard 2.1
- No dependencies.
NuGet packages (1)
Showing the top 1 NuGet packages that depend on LibTopoART:
Package | Downloads |
---|---|
LibTopoART.Compatibility
LibTopoART.Compatibility provides a simplified access to the neural networks of LibTopoART using common data types. In particular, the data type decimal is substituted by more widely supported types such as double. |
GitHub repositories
This package is not used by any popular GitHub repositories.
Version 0.97.1 contains minor improvements and optimizations.