MLContext Class

Definition

Namespace:

Microsoft.ML

Assembly:

Microsoft.ML.Data.dll

Package:

Microsoft.ML v3.0.1

The common context for all ML.NET operations. Once instantiated by the user, it provides a way to create components for data preparation, feature engineering, training, prediction, and model evaluation. It also allows logging, execution control, and the ability to set repeatable random numbers.

public sealed class MLContext

type MLContext = class
    interface IHostEnvironment
    interface IChannelProvider
    interface IExceptionContext
    interface IProgressChannelProvider

Public NotInheritable Class MLContext

Inheritance

Object

MLContext

Implements

IChannelProvider IExceptionContext IHostEnvironment IProgressChannelProvider

Constructors

MLContext(Nullable<Int32>)

Create the ML context.

Properties

AnomalyDetection	Trainers and tasks specific to anomaly detection problems.
BinaryClassification	Trainers and tasks specific to binary classification problems.
Clustering	Trainers and tasks specific to clustering problems.
ComponentCatalog	This is a catalog of components that will be used for model loading.
Data	Data loading and saving.
FallbackToCpu	Allow falling back to run on CPU if couldn't run on GPU.
Forecasting	Trainers and tasks specific to forecasting problems.
GpuDeviceId	GPU device ID to run execution on, null to run on CPU.
Model	Operations with trained models.
MulticlassClassification	Trainers and tasks specific to multiclass classification problems.
Ranking	Trainers and tasks specific to ranking problems.
Regression	Trainers and tasks specific to regression problems.
TempFilePath	Gets or sets the location for the temp files created by ML.NET.
Transforms	Data processing operations.

Events

Log	The handler for the log messages.

Explicit Interface Implementations

IChannelProvider.Start(String)

IChannelProvider.StartPipe<TMessage>(String)

IExceptionContext.ContextDescription

IExceptionContext.Process<TException>(TException)

IHostEnvironment.Register(String, Nullable<Int32>, Nullable<Boolean>)

IProgressChannelProvider.StartProgressChannel(String)