Microsoft.ML.FastTree 4.0.0

Prefix Reserved
.NET Standard 2.0 This package targets .NET Standard 2.0. The package is compatible with this framework or higher. 
dotnet add package Microsoft.ML.FastTree --version 4.0.0                

                    
                

            
NuGet\Install-Package Microsoft.ML.FastTree -Version 4.0.0
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="Microsoft.ML.FastTree" Version="4.0.0" />
For projects that support PackageReference, copy this XML node into the project file to reference the package. 
paket add Microsoft.ML.FastTree --version 4.0.0                

                    
                

            
#r "nuget: Microsoft.ML.FastTree, 4.0.0"
#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 Microsoft.ML.FastTree as a Cake Addin
#addin nuget:?package=Microsoft.ML.FastTree&version=4.0.0

// Install Microsoft.ML.FastTree as a Cake Tool
#tool nuget:?package=Microsoft.ML.FastTree&version=4.0.0

About

ML.NET is a cross-platform open-source machine learning framework which makes machine learning accessible to .NET developers.

For more information, see the ML.NET documentation.

This package adds the ability to use decision tree trainers and featurizers in ML.NET.

Key Features

  • Classification/Categorization - Automatically divide customer feedback into positive and negative categories
  • Regression/Predict continuous values - Predict the price of houses based on size and location
  • Recommendations - Suggest products that online shoppers may want to buy, based on their previous purchases

How to Use

See Machine Learning Samples for an assortment of samples that show how to get started using ML.NET.

Main Types

Some of the types provided by this library are:

  • Microsoft.ML.Trainers.FastForestBinaryTrainer
  • Microsoft.ML.Trainers.FastForestRegressionTrainer
  • Microsoft.ML.Trainers.FastTreeBinaryTrainer
  • Microsoft.ML.Trainers.FastTreeRankingTrainer
  • Microsoft.ML.Trainers.FastTreeRegressionTrainer

Additional Documentation

Feedback & Contributing

Microsoft.ML is released as open source under the MIT license. Bug reports and contributions are welcome at the GitHub repository.

Product Compatible and additional computed target framework versions.
.NET net5.0 was computed.  net5.0-windows was computed.  net6.0 was computed.  net6.0-android was computed.  net6.0-ios was computed.  net6.0-maccatalyst was computed.  net6.0-macos was computed.  net6.0-tvos was computed.  net6.0-windows was computed.  net7.0 was computed.  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. 
.NET Core netcoreapp2.0 was computed.  netcoreapp2.1 was computed.  netcoreapp2.2 was computed.  netcoreapp3.0 was computed.  netcoreapp3.1 was computed. 
.NET Standard netstandard2.0 is compatible.  netstandard2.1 was computed. 
.NET Framework net461 was computed.  net462 was computed.  net463 was computed.  net47 was computed.  net471 was computed.  net472 was computed.  net48 was computed.  net481 was computed. 
MonoAndroid monoandroid was computed. 
MonoMac monomac was computed. 
MonoTouch monotouch was computed. 
Tizen tizen40 was computed.  tizen60 was computed. 
Xamarin.iOS xamarinios was computed. 
Xamarin.Mac xamarinmac was computed. 
Xamarin.TVOS xamarintvos was computed. 
Xamarin.WatchOS xamarinwatchos was computed. 
Compatible target framework(s)
Included target framework(s) (in package)
Learn more about Target Frameworks and .NET Standard.

NuGet packages (12)

Showing the top 5 NuGet packages that depend on Microsoft.ML.FastTree:

Package Downloads
Microsoft.ML.LightGbm

ML.NET component for LightGBM
mzLib

Library for mass spectrometry projects.
dexih.functions.ml

Data transformation and Anaytics library - Machine Learning Functions
EachShow.AI

OpenAI, ChatGPT
Microsoft.ML.StaticPipe

ML.NET component for a statically typed API.

GitHub repositories (5)

Showing the top 5 popular GitHub repositories that depend on Microsoft.ML.FastTree:

Repository Stars
dotnet/machinelearning
ML.NET is an open source and cross-platform machine learning framework for .NET.
dotnet/samples
Sample code referenced by the .NET documentation
CodeMazeBlog/CodeMazeGuides
The main repository for all the Code Maze guides
zLulus/NotePractice
My_Note 笔记练习demo
jeffprosise/ML.NET
Code samples utilizing Microsoft's ML.NET machine-learning library
Version Downloads Last updated
4.0.0 15,340 11/13/2024
4.0.0-preview.24522.7 404 10/23/2024
4.0.0-preview.24378.1 1,728 7/29/2024
4.0.0-preview.24271.1 1,643 5/21/2024
4.0.0-preview.24162.2 1,614 3/13/2024
3.0.1 217,835 1/18/2024
3.0.0 50,524 11/27/2023
3.0.0-preview.23511.1 1,127 10/13/2023
3.0.0-preview.23266.6 20,695 5/17/2023
3.0.0-preview.22621.2 2,769 12/22/2022
2.0.1 239,669 2/1/2023
2.0.1-preview.22573.9 1,525 11/24/2022
2.0.0 131,153 11/8/2022
2.0.0-preview.22551.1 1,189 11/1/2022
2.0.0-preview.22313.1 5,184 6/14/2022
1.7.1 783,046 3/9/2022
1.7.0 282,249 11/9/2021
1.7.0-preview.final 597 10/22/2021
1.6.0 62,077 7/15/2021
1.5.5 203,117 3/4/2021
1.5.4 63,734 12/17/2020
1.5.2 77,629 9/11/2020
1.5.1 29,584 7/11/2020
1.5.0 41,862 5/26/2020
1.5.0-preview2 27,305 3/12/2020
1.5.0-preview 47,797 12/26/2019
1.4.0 226,058 11/5/2019
1.4.0-preview2 4,742 10/8/2019
1.4.0-preview 5,245 8/30/2019
1.3.1 161,939 8/6/2019
1.2.0 53,380 7/3/2019
1.1.0 12,940 6/4/2019
1.0.0 48,793 5/2/2019
1.0.0-preview 58,266 4/2/2019

https://aka.ms/mlnetreleasenotes