FLearn 2.0.3
There is a newer version of this package available.
See the version list below for details.
See the version list below for details.
dotnet add package FLearn --version 2.0.3
NuGet\Install-Package FLearn -Version 2.0.3
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="FLearn" Version="2.0.3" />
For projects that support PackageReference, copy this XML node into the project file to reference the package.
paket add FLearn --version 2.0.3
The NuGet Team does not provide support for this client. Please contact its maintainers for support.
#r "nuget: FLearn, 2.0.3"
#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 FLearn as a Cake Addin
#addin nuget:?package=FLearn&version=2.0.3
// Install FLearn as a Cake Tool
#tool nuget:?package=FLearn&version=2.0.3
The NuGet Team does not provide support for this client. Please contact its maintainers for support.
FLearn, Definition
- To learn through failure. I flearnt how to ski by sliding face first down a mountain.
- A machine learning library written in F# for F#. Woah, FLearn learned that pattern quickly!
Built on top of the Math.Net Numerics linear algebra library, FLearn offers an extensible, scalable, and interactive take on machine learning. Utilizing tools from online convex optimization, FLearn provides a framework for specifying and optimizing various predictive models. Straight out of the box you can:
- Construct predictive models, with statistical and worst-case guarantees, via the minimization of convex loss functions.
- Utilize feature maps such as those provided by random Fourier features and the Nystrom method.
- Make predictions and estimate their errors. Think error bars and gaussian processes.
- Learn from noisily labeled data via corruption corrected loss functions.
Example usage of the package can be found here.
Product | Versions Compatible and additional computed target framework versions. |
---|---|
.NET | net7.0 is compatible. 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. |
Compatible target framework(s)
Included target framework(s) (in package)
Learn more about Target Frameworks and .NET Standard.
-
net7.0
- FSharp.Core (>= 7.0.400)
- MathNet.Numerics.FSharp (>= 5.0.0)
NuGet packages
This package is not used by any NuGet packages.
GitHub repositories
This package is not used by any popular GitHub repositories.
Version | Downloads | Last updated |
---|---|---|
2.1.2 | 124 | 9/24/2023 |
2.1.1 | 113 | 9/23/2023 |
2.1.0 | 100 | 9/23/2023 |
2.0.3.4 | 111 | 9/21/2023 |
2.0.3.3 | 119 | 9/20/2023 |
2.0.3.2 | 110 | 9/20/2023 |
2.0.3.1 | 116 | 9/16/2023 |
2.0.3 | 102 | 9/16/2023 |
2.0.2 | 62 | 9/16/2023 |
2.0.1 | 114 | 9/2/2023 |
2.0.0 | 334 | 9/5/2021 |
1.2.1 | 759 | 11/9/2018 |
1.2.0 | 858 | 8/18/2018 |
1.1.3 | 937 | 2/23/2018 |
1.1.2 | 902 | 1/17/2018 |
1.1.1 | 993 | 12/29/2017 |
1.1.0 | 956 | 12/10/2017 |