Delegate Sampler<DistributionType, T>
Delegate type for sampling a distribution. This is used for distributions such as VectorGaussian which have a large memory footprint. If a distribution supports CanSamplePrep<DistributionType, T>, then it can return a delegate of this type to do successive sampling without recreating a workspace each time.
Namespace: Microsoft.ML.Probabilistic.Distributions
Assembly: Microsoft.ML.Probabilistic.dll
Syntax
public delegate T Sampler<DistributionType, T>(DistributionType distribution, T result);Parameters
| Type | Name | Description |
|---|---|---|
| DistributionType | distribution | The distribution instance |
| T | result | The value at which to evaluate the log density |
Returns
| Type | Description |
|---|---|
| T | The delegate's return type is the domain type |
Type Parameters
| Name | Description |
|---|---|
| DistributionType | The distribution type |
| T | The domain type of the distribution |