Cortex.ML 1.0.0

.NET 10.0 This package targets .NET 10.0. The package is compatible with this framework or higher.
There is a newer version of this package available.
See the version list below for details. 
dotnet add package Cortex.ML --version 1.0.0
                    


                    

                
NuGet\Install-Package Cortex.ML -Version 1.0.0
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="Cortex.ML" Version="1.0.0" />
For projects that support PackageReference, copy this XML node into the project file to reference the package. 
<PackageVersion Include="Cortex.ML" Version="1.0.0" />
                    


                            Directory.Packages.props
                        

                    

                
<PackageReference Include="Cortex.ML" />
                    


                            Project file
For projects that support Central Package Management (CPM), copy this XML node into the solution Directory.Packages.props file to version the package. 
paket add Cortex.ML --version 1.0.0
                    


                    

                
#r "nuget: Cortex.ML, 1.0.0"
#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. 
#:package Cortex.ML@1.0.0
#:package directive can be used in C# file-based apps starting in .NET 10 preview 4. Copy this into a .cs file before any lines of code to reference the package. 
#addin nuget:?package=Cortex.ML&version=1.0.0
                    


                            Install as a Cake Addin
                        

                    

                
#tool nuget:?package=Cortex.ML&version=1.0.0
                    


                            Install as a Cake Tool

Cortex.ML

Classical machine learning toolkit for Cortex with 25+ models, transformers, metrics, and BLAS acceleration.

Features

  • 25+ ML models — linear/logistic regression, decision trees, SVM, k-NN, random forest, and more
  • Feature engineering — encoders, scalers, imputers, and polynomial features
  • Pipeline API — compose preprocessing and model steps into reproducible workflows
  • Evaluation metrics — accuracy, precision, recall, F1, ROC-AUC, RMSE, and more
  • BLAS-accelerated tensor operations for fast training

Installation

dotnet add package Cortex.ML

Quick Start

using Cortex;
using Cortex.ML;

var df = DataFrame.ReadCsv("iris.csv");
var (train, test) = df.TrainTestSplit(testFraction: 0.2);

var model = new RandomForestClassifier(nTrees: 100);
model.Fit(train.Drop("species"), train["species"]);

var predictions = model.Predict(test.Drop("species"));
Console.WriteLine($"Accuracy: {Metrics.Accuracy(test["species"], predictions):P2}");
Product Compatible and additional computed target framework versions.
.NET net10.0 is compatible.  net10.0-android was computed.  net10.0-browser was computed.  net10.0-ios was computed.  net10.0-maccatalyst was computed.  net10.0-macos was computed.  net10.0-tvos was computed.  net10.0-windows was computed. 
Compatible target framework(s)
Included target framework(s) (in package)
Learn more about Target Frameworks and .NET Standard.

NuGet packages (9)

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

Package Downloads
Cortex.SafeTensors

HuggingFace SafeTensors format reader/writer for Cortex: memory-mapped tensor loading, zero-copy access
Cortex.ML.Onnx

ONNX Runtime inference bridge for Cortex DataFrames
Cortex.Text

NLP pipeline for Cortex: tokenizers, text preprocessing, embeddings, text analytics
Cortex.Vision

Image and video processing for Cortex: transforms, augmentation pipelines, data loaders, and model integration
Cortex.GPU

GPU-accelerated operations for Cortex using ILGPU. Supports CUDA, OpenCL, and CPU fallback.

GitHub repositories

This package is not used by any popular GitHub repositories.

Version Downloads Last Updated
1.1.0 133 3/30/2026
1.0.0 128 3/27/2026