Interface ICapabilities

Interface to learner capabilities.

Namespace: Microsoft.ML.Probabilistic.Learners

Assembly: Microsoft.ML.Probabilistic.Learners.dll

Syntax

public interface ICapabilities

Properties

IsPrecompiled

Gets a value indicating whether the learner is precompiled.

Declaration

bool IsPrecompiled { get; }

Property Value

Type	Description
Boolean

Remarks

This is currently only relevant for Infer.NET.

SupportsBatchedTraining

Gets a value indicating whether the learner supports training on batched data.

Declaration

bool SupportsBatchedTraining { get; }

Property Value

Type	Description
Boolean

SupportsDistributedTraining

Gets a value indicating whether the learner supports distributed training.

Declaration

bool SupportsDistributedTraining { get; }

Property Value

Type	Description
Boolean

SupportsIncrementalTraining

Gets a value indicating whether the learner supports incremental training.

Declaration

bool SupportsIncrementalTraining { get; }

Property Value

Type	Description
Boolean

SupportsMissingData

Gets a value indicating whether the learner supports missing data.

Declaration

bool SupportsMissingData { get; }

Property Value

Type	Description
Boolean

SupportsModelEvidenceComputation

Gets a value indicating whether the learner can compute how well it matches the training data (usually for a given set of hyper-parameters).

Declaration

bool SupportsModelEvidenceComputation { get; }

Property Value

Type	Description
Boolean

SupportsSparseData

Gets a value indicating whether the learner supports sparse data.

Declaration

bool SupportsSparseData { get; }

Property Value

Type	Description
Boolean

SupportsStreamedData

Gets a value indicating whether the learner supports streamed data.

Declaration

bool SupportsStreamedData { get; }

Property Value

Type	Description
Boolean