Interface ICompetenceBasedScheduler<T>

Namespace

AiDotNet.CurriculumLearning.Interfaces

Assembly

AiDotNet.dll

Interface for competence-based curriculum schedulers.

public interface ICompetenceBasedScheduler<T> : ICurriculumScheduler<T>

Type Parameters

T

The numeric type.

Inherited Members

ICurriculumScheduler<T>.Name

ICurriculumScheduler<T>.CurrentPhase

ICurriculumScheduler<T>.CurrentEpoch

ICurriculumScheduler<T>.TotalPhases

ICurriculumScheduler<T>.CurrentPhaseNumber

ICurriculumScheduler<T>.IsComplete

ICurriculumScheduler<T>.GetDataFraction()

ICurriculumScheduler<T>.GetDifficultyThreshold()

ICurriculumScheduler<T>.StepEpoch(CurriculumEpochMetrics<T>)

ICurriculumScheduler<T>.AdvancePhase()

ICurriculumScheduler<T>.Reset()

ICurriculumScheduler<T>.GetCurrentIndices(int[], int)

ICurriculumScheduler<T>.GetIndicesAtPhase(int[], int, T)

ICurriculumScheduler<T>.GetStatistics()

Properties

CompetenceThreshold

Gets or sets the competence threshold to advance to next phase.

T CompetenceThreshold { get; set; }

Property Value

T

CurrentCompetence

Gets the current competence level of the model.

T CurrentCompetence { get; }

Property Value

T

Methods

HasMasteredCurrentContent()

Gets whether the model has mastered the current curriculum content.

bool HasMasteredCurrentContent()

Returns

bool

True if competence exceeds threshold.

UpdateCompetence(CurriculumEpochMetrics<T>)

Updates the competence estimate based on model performance.

void UpdateCompetence(CurriculumEpochMetrics<T> metrics)

Parameters

metrics CurriculumEpochMetrics<T>

Performance metrics from current epoch.