OPTANO.Algorithm.Tuner 2.1.0.238

Prefix Reserved
.NET Standard 2.1 This package targets .NET Standard 2.1. The package is compatible with this framework or higher. 
dotnet add package OPTANO.Algorithm.Tuner --version 2.1.0.238                

                    
                

            
NuGet\Install-Package OPTANO.Algorithm.Tuner -Version 2.1.0.238
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="OPTANO.Algorithm.Tuner" Version="2.1.0.238" />
For projects that support PackageReference, copy this XML node into the project file to reference the package. 
paket add OPTANO.Algorithm.Tuner --version 2.1.0.238                

                    
                

            
#r "nuget: OPTANO.Algorithm.Tuner, 2.1.0.238"
#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 OPTANO.Algorithm.Tuner as a Cake Addin
#addin nuget:?package=OPTANO.Algorithm.Tuner&version=2.1.0.238

// Install OPTANO.Algorithm.Tuner as a Cake Tool
#tool nuget:?package=OPTANO.Algorithm.Tuner&version=2.1.0.238

Version 2.1.0 (2021-11-12)

Changes:

  • Feature: Introduce addFinalIncumbentGeneration parameter to control a potential final incumbent generation.
    • By using a random subset of instances per generation, the current incumbent genome does not need to be stricly better than its predecessor. For example, the current incumbent genome may outperform its predecessor on the current instance set, but perform worse on all provided training instances.
    • While using a random subset of instances per generation to avoid overfitting is still recommended, adding a final incumbent generation ensures that OPTANO Algorithm Tuner always returns the fittest incumbent genome.
    • If the final incumbent generation is enabled, the last regular generation is followed by a generation, in which all incumbent genomes get evaluated on all provided training instances within a single mini tournament. The number of additional evaluations is kept low by caching previous results and applying racing, if enabled.
  • Feature: Rename addDefaultGenome parameter to addDefaultGenomeToFirstGeneration and introduce addDefaultGenomeToFinalIncumbentGeneration parameter to differentiate the potential insertion of a default genome into the corresponding generation.
  • Feature: Introduce RacingRunEvaluatorBase to support the implementation of custom racing strategies.
  • Feature: Introduce --tertiaryTuneCriterion parameter in exemplary Gurobi adapter to flexibly control the adapter's tuning metric. Valid criterions are MipGap, BestObjective, BestObjectiveBound and None, disabling the tertiary tune criterion.
  • Documentation: Add prepared Excel file to documentation to estimate a rough upper bound for the overall tuning runtime.
  • Improvement: Extend logging information by date in addition to time.
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 netcoreapp3.0 was computed.  netcoreapp3.1 was computed. 
.NET Standard netstandard2.1 is compatible. 
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. 
Compatible target framework(s)
Included target framework(s) (in package)
Learn more about Target Frameworks and .NET Standard.

NuGet packages

This package is not used by any NuGet packages.

GitHub repositories

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Version Downloads Last updated
2.1.0.238 533 11/12/2021
2.0.0.232 378 5/4/2021
1.0.0.218 419 3/25/2021
0.9.1.183 630 10/16/2020
0.9.0.136 665 5/29/2020

http://docs.optano.com/algorithm.tuner/current/changelog.html