BrightWire 2.1.1

.NET Standard 2.0
There is a newer version of this package available.
See the version list below for details. 
dotnet add package BrightWire --version 2.1.1
NuGet\Install-Package BrightWire -Version 2.1.1
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="BrightWire" Version="2.1.1" />
For projects that support PackageReference, copy this XML node into the project file to reference the package. 
paket add BrightWire --version 2.1.1
#r "nuget: BrightWire, 2.1.1"
#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 BrightWire as a Cake Addin
#addin nuget:?package=BrightWire&version=2.1.1

// Install BrightWire as a Cake Tool
#tool nuget:?package=BrightWire&version=2.1.1

Enhancements:

  • csv parser now parses numbers with commas
  • exposed data table adaptor base classes
  • exposed vectorisation model from default data table adaptor
  • added suport for boolean columns as binary vectorisation columns
  • weighted index list to index list conversion
  • added naive bayes training from data tables
  • added column constraints to data table analysis xml
  • vector distances refactor and performance improvements
  • added confusion matrix from data table
  • added reverse normalise and reverse vectorise for output columns from normalisation model
  • matrix columns/rows as vectors
  • batch normalisation
  • added output nodes and slots so that graphs can output multiple results

Bug Fixes:

  • fixed filter initialisation when dropout percentage is 0
  • bin overflow correction
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 was computed.  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 (1)

Showing the top 1 NuGet packages that depend on BrightWire:

Package Downloads
BrightWire.CUDA.x64

This is the .net standard 2 version of BrightWire.CUDA which adds CUDA support to Bright Wire. This lets you run Bright Wire machine learning on a Maxwell or better NVIDIA GPU (x64 only).

GitHub repositories

This package is not used by any popular GitHub repositories.

Version Downloads Last updated
4.0.0-rc 106 5/16/2023
3.0.3 561 11/12/2021
3.0.2 338 10/17/2021
3.0.1 350 6/8/2021
3.0.0 355 3/22/2021
3.0.0-beta 206 2/20/2021
2.1.1 2,060 2/23/2019
2.1.0 1,022 9/30/2018
2.0.6 1,007 7/27/2018
2.0.5 1,052 1/4/2018
2.0.4 974 9/23/2017
2.0.3 1,027 8/18/2017