Categorical (dfx)

Categorical Type

Namespace: Dfx.Distributions
Assembly: Dfx.Core.dll
Base Type: TensorDistribution

Represents a Categorial distribution.

Constructors

Constructor	Description
`Categorical(?probs, ?logits)` Full Usage: `Categorical(?probs, ?logits)` Parameters: ?probs : `Tensor` ?logits : `Tensor` Returns: `Categorical`	?probs : `Tensor` ?logits : `Tensor` Returns: `Categorical`

Instance members

Instance member	Description
`this.logits` Full Usage: `this.logits` Returns: `Tensor`	TBD Returns: `Tensor`
`this.probs` Full Usage: `this.probs` Returns: `Tensor`	TBD Returns: `Tensor`

Inherited members

Inherited from `TensorDistribution`

Instance members

Instance member	Description
`this.prob value` Full Usage: `this.prob value` Parameters: value : `Tensor` Returns: `Tensor`	TBD value : `Tensor` Returns: `Tensor`
`this.sample numSamples` Full Usage: `this.sample numSamples` Parameters: numSamples : `int` Returns: `Tensor`	Samples the distribution mutliple times numSamples : `int` Returns: `Tensor`
`this.stddev` Full Usage: `this.stddev` Returns: `Tensor` Modifiers: abstract	TBD Returns: `Tensor`
`this.batchShape` Full Usage: `this.batchShape` Returns: `Shape` Modifiers: abstract	Returns: `Shape`
`this.mean` Full Usage: `this.mean` Returns: `Tensor` Modifiers: abstract	TBD Returns: `Tensor`
`this.variance` Full Usage: `this.variance` Returns: `Tensor` Modifiers: abstract	TBD Returns: `Tensor`
`this.eventShape` Full Usage: `this.eventShape` Returns: `Shape` Modifiers: abstract	TBD Returns: `Shape`

Inherited from `Distribution<Tensor>`

Instance members

Instance member	Description
`this.logprob arg1` Full Usage: `this.logprob arg1` Parameters: arg0 : `'T` Returns: `Tensor` Modifiers: abstract	Returns the log-probability of the distribution arg0 : `'T` Returns: `Tensor`
`this.sample ()` Full Usage: `this.sample ()` Returns: `'T` Modifiers: abstract	Samples the distribution Returns: `'T`

© Copyright 2021, DiffSharp and dfx Contributors.