FLearn 2.1.1
See the version list below for details.
dotnet add package FLearn --version 2.1.1
NuGet\Install-Package FLearn -Version 2.1.1
<PackageReference Include="FLearn" Version="2.1.1" />
paket add FLearn --version 2.1.1
#r "nuget: FLearn, 2.1.1"
// Install FLearn as a Cake Addin
#addin nuget:?package=FLearn&version=2.1.1
// Install FLearn as a Cake Tool
#tool nuget:?package=FLearn&version=2.1.1
FLearn
- To learn through failure.
- A supervised learning library written in F# for F#.
Built on top of the Math.Net Numerics linear algebra library, FLearn offers an extensible, scalable, and interactive take on supervised 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.
FLearn is both an "online" and a "batch" learning library, that is it can learn from data sequentially as it comes, or learn from a large training set of data in one go. 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. |
-
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 |