MattEland.ML.DataFrames 0.0.5

.NET 8.0

dotnet add package MattEland.ML.DataFrames --version 0.0.5

NuGet\Install-Package MattEland.ML.DataFrames -Version 0.0.5

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="MattEland.ML.DataFrames" Version="0.0.5" />

For projects that support PackageReference, copy this XML node into the project file to reference the package.

paket add MattEland.ML.DataFrames --version 0.0.5

The NuGet Team does not provide support for this client. Please contact its maintainers for support.

#r "nuget: MattEland.ML.DataFrames, 0.0.5"

#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 MattEland.ML.DataFrames as a Cake Addin
#addin nuget:?package=MattEland.ML.DataFrames&version=0.0.5

// Install MattEland.ML.DataFrames as a Cake Tool
#tool nuget:?package=MattEland.ML.DataFrames&version=0.0.5

The NuGet Team does not provide support for this client. Please contact its maintainers for support.

MattEland.ML.DataFrames

This library offers extensions to make working with the Microsoft.Data.Analysis.DataFrame class easier for data wrangling and machine learning workloads.

This code is in early prototyping and the library is not yet meant to be broadly consumed.

Capabilities

The library currently offers the following capabilities:

Removing multiple columns from a DataFrame

Previously in order to remove multiple columns from a DataFrame you needed to create an enumerable and loop over it, removing each column in turn.

This library provides a myDataFrame.Columns.Remove extension method that takes in a params array of column names to remove.

Usage:

int columnsRemoved = myDataFrame.Columns.Remove("ColumnA", "ColumnB", "ColumnC");

Additionally, you can remove all columns except for a few specified columns with the myDataFrame.Columns.RemoveAllBut method.

This is particularly helpful when you want drop all columns not needed for model training.

Usage:

int columnsRemoved = myDataFrame.Columns.RemoveAllBut("ColumnC", "ColumnD");

Product	Compatible and additional computed target framework versions.
.NET	net8.0 is compatible. 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.

net8.0
- No dependencies.

NuGet packages

This package is not used by any NuGet packages.

GitHub repositories

This package is not used by any popular GitHub repositories.