Class ExperimentInfo<T>

Namespace

AiDotNet.Models.Results

Assembly

AiDotNet.dll

Contains structured experiment tracking information from a trained model.

public record ExperimentInfo<T> : IEquatable<ExperimentInfo<T>>

Type Parameters

T

The numeric type used for calculations.

Inheritance

object

ExperimentInfo<T>

Implements

IEquatable<ExperimentInfo<T>>

Inherited Members

object.Equals(object)

object.Equals(object, object)

object.GetHashCode()

object.GetType()

object.MemberwiseClone()

object.ReferenceEquals(object, object)

object.ToString()

Remarks

This record provides type-safe access to experiment tracking data, including the experiment and run identifiers, training metrics history, and hyperparameters.

For Beginners: This is a container for all experiment-related data.

It includes:

• Experiment and run IDs for finding this specific training session
• Access to the experiment tracker for comparing runs
• Training metrics history for visualization
• Hyperparameters used during training
• Data version information for reproducibility

Constructors

ExperimentInfo(string?, string?, IExperimentRun<T>?, IExperimentTracker<T>?, Dictionary<string, List<double>>?, Dictionary<string, object>?, int?, string?)

Contains structured experiment tracking information from a trained model.

public ExperimentInfo(string? ExperimentId, string? RunId, IExperimentRun<T>? ExperimentRun, IExperimentTracker<T>? ExperimentTracker, Dictionary<string, List<double>>? MetricsHistory, Dictionary<string, object>? Hyperparameters, int? TrialId, string? DataVersionHash)

Parameters

ExperimentId string

RunId string

ExperimentRun IExperimentRun<T>

ExperimentTracker IExperimentTracker<T>

MetricsHistory Dictionary<string, List<double>>

Hyperparameters Dictionary<string, object>

TrialId int?

DataVersionHash string

Remarks

This record provides type-safe access to experiment tracking data, including the experiment and run identifiers, training metrics history, and hyperparameters.

For Beginners: This is a container for all experiment-related data.

It includes:

• Experiment and run IDs for finding this specific training session
• Access to the experiment tracker for comparing runs
• Training metrics history for visualization
• Hyperparameters used during training
• Data version information for reproducibility

Properties

DataVersionHash

public string? DataVersionHash { get; init; }

Property Value

string

ExperimentId

public string? ExperimentId { get; init; }

Property Value

string

ExperimentRun

public IExperimentRun<T>? ExperimentRun { get; init; }

Property Value

IExperimentRun<T>

ExperimentTracker

public IExperimentTracker<T>? ExperimentTracker { get; init; }

Property Value

IExperimentTracker<T>

Hyperparameters

public Dictionary<string, object>? Hyperparameters { get; init; }

Property Value

Dictionary<string, object>

MetricsHistory

public Dictionary<string, List<double>>? MetricsHistory { get; init; }

Property Value

Dictionary<string, List<double>>

RunId

public string? RunId { get; init; }

Property Value

string

TrialId

public int? TrialId { get; init; }

Property Value

int?