https://github.com/thomasjungblut/fsharplogisticregression

Stochastic Logistic Regression in F#
https://github.com/thomasjungblut/fsharplogisticregression

Last synced: 3 months ago
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Stochastic Logistic Regression in F#

• Host: GitHub
• URL: https://github.com/thomasjungblut/fsharplogisticregression
• Owner: thomasjungblut
• License: apache-2.0
• Created: 2014-05-31T12:31:22.000Z (about 11 years ago)
• Default Branch: master
• Last Pushed: 2020-10-16T19:31:21.000Z (over 4 years ago)
• Last Synced: 2025-02-09T18:17:33.729Z (5 months ago)
• Language: F#
• Homepage: https://blog.thomasjungblut.com/
• Size: 169 KB
• Stars: 0
• Watchers: 1
• Forks: 0
• Open Issues: 0
• Metadata Files:
  • Readme: README.md
  • License: LICENSE

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README

        
FSharpLogisticRegression

========================

This F# program is doing a (stochastic) logistic regression on two randomly generated classes in 2D.

At the end it plots the randomly generated testset with the decision boundary that was learned before. 

![LogisticRegression](separation.png "Logistic Regression")

More explanation can be found in [my blog post](http://codingwiththomas.blogspot.com/2014/05/stochastic-logistic-regression-in-f.html).

Build Instructions

------------------

Open the solution, compile, start! Easy as this.

You'll probably need Visual Studio 2013 and .Net4.5, you can also run this on Mono. 

Note: this contains a self-patched version of the FSharp.Charting library in order to display a Window. 

License

-------

Since I am Apache committer, I consider everything inside of this repository 

licensed by Apache 2.0 license, although I haven't put the usual header into the source files.

If something is not licensed via Apache 2.0, there is a reference or an additional licence header included in the specific source file.