ecashin / SimpleDataSci

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SimpleDataSci

Data

This demonstration uses the Hepetitis C data set from the UCI Machine Learning data archive.

https://archive.ics.uci.edu/ml/datasets/HCV+data

Usage

dotnet run https://archive.ics.uci.edu/ml/machine-learning-databases/00571/hcvdat0.csv

Resources

Deedle

There are happy-path tutorials for Deedle that can get you started.

https://bluemountaincapital.github.io/Deedle/frame.html

The Deedle reference documentation is light on examples, but keep reading!

https://bluemountaincapital.github.io/Deedle/reference/deedle-framemodule.html https://bluemountaincapital.github.io/Deedle/reference/deedle-seriesmodule.html https://fslab.org/Deedle/reference/deedle-stats.html

The Deedle tests are a great help, providing usage examples.

https://github.com/fslaborg/Deedle/blob/master/tests/Deedle.Tests/Frame.fs#L1420 https://github.com/fslaborg/Deedle/blob/master/tests/Deedle.Tests/Stats.fs

XPlot.Plotly

https://fslab.org/XPlot/plotly.html

F# for ML

https://lenadroid.github.io/posts/machine-learning-fsharp-accorddotnet.html

About

License:MIT License


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