Struct relearn::spaces::BooleanSpace

pub struct BooleanSpace;

The space {false, true}.

Implementations

impl BooleanSpace

pub const fn new() -> Self

Trait Implementations

impl Clone for BooleanSpace

fn clone(&self) -> BooleanSpace

Returns a copy of the value.

fn clone_from(&mut self, source: &Self)

Performs copy-assignment from source.

impl Debug for BooleanSpace

fn fmt(&self, f: &mut Formatter<'_>) -> Result

Formats the value using the given formatter.

impl Default for BooleanSpace

fn default() -> BooleanSpace

Returns the “default value” for a type.

impl<'de> Deserialize<'de> for BooleanSpace

fn deserialize<__D>(__deserializer: __D) -> Result<Self, __D::Error> where
    __D: Deserializer<'de>, 

Deserialize this value from the given Serde deserializer.

impl Display for BooleanSpace

fn fmt(&self, f: &mut Formatter<'_>) -> Result

Formats the value using the given formatter.

impl Distribution<<BooleanSpace as Space>::Element> for BooleanSpace

fn sample<R: Rng + ?Sized>(&self, rng: &mut R) -> <Self as Space>::Element

Generate a random value of T, using rng as the source of randomness.

fn sample_iter<R>(self, rng: R) -> DistIter<Self, R, T> where
    R: Rng, 

Create an iterator that generates random values of T, using rng as the source of randomness.

fn map<F, S>(self, func: F) -> DistMap<Self, F, T, S> where
    F: Fn(T) -> S, 

Create a distribution of values of ‘S’ by mapping the output of Self through the closure F

impl FeatureSpace for BooleanSpace

Features are [0.0] for false and [1.0] for true

fn num_features(&self) -> usize

Length of the encoded feature vectors.

fn features_out<'a, F: Float>(
    &self,
    element: &Self::Element,
    out: &'a mut [F],
    _zeroed: bool
) -> &'a mut [F]

Encode the feature vector of an element into a mutable slice.

fn features<T>(&self, element: &Self::Element) -> T where
    T: BuildFromArray1D,
    <T::Array as NumArray1D>::Elem: Float, 

Encode the feature vector of an element into an array.

fn batch_features_out<'a, I, A>(
    &self,
    elements: I,
    out: &mut ArrayBase<A, Ix2>,
    zeroed: bool
) where
    I: IntoIterator<Item = &'a Self::Element>,
    Self::Element: 'a,
    A: DataMut,
    A::Elem: Float, 

Encode the feature vectors of multiple elements into rows of a two-dimensional array.

fn batch_features<'a, I, T>(&self, elements: I) -> T where
    I: IntoIterator<Item = &'a Self::Element>,
    I::IntoIter: ExactSizeIterator,
    Self::Element: 'a,
    T: BuildFromArray2D,
    <T::Array as NumArray2D>::Elem: Float, 

Encode the feature vectors of multiple elements as rows of a two-dimensional array.

impl FiniteSpace for BooleanSpace

fn size(&self) -> usize

The number of elements in the space.

fn to_index(&self, element: &Self::Element) -> usize

Get the (unique) index of an element.

fn from_index(&self, index: usize) -> Option<Self::Element>

Try to convert an index to an element.

fn from_index_unchecked(&self, index: usize) -> Option<Self::Element>

Try to convert an index to an element.

impl Hash for BooleanSpace

fn hash<__H: Hasher>(&self, state: &mut __H)

Feeds this value into the given Hasher.

fn hash_slice<H>(data: &[Self], state: &mut H) where
    H: Hasher, 

Feeds a slice of this type into the given Hasher.

impl LogElementSpace for BooleanSpace

fn log_element<L: StatsLogger + ?Sized>(
    &self,
    name: &'static str,
    element: &Self::Element,
    logger: &mut L
) -> Result<(), LogError>

Log an element of the space

impl NonEmptySpace for BooleanSpace

fn some_element(&self) -> Self::Element

An arbitrary deterministic element from the space.

impl ParameterizedDistributionSpace<Tensor, Tensor> for BooleanSpace

type Distribution = Bernoulli

Batched distribution type.

fn num_distribution_params(&self) -> usize

Size of the parameter vector for which elements are sampled.

fn sample_element(&self, params: &Tensor) -> Self::Element

Sample a single element given a parameter vector.

fn distribution(&self, params: &Tensor) -> Self::Distribution

The distribution parameterized by the given parameter vector.

impl PartialEq<BooleanSpace> for BooleanSpace

fn eq(&self, other: &BooleanSpace) -> bool

This method tests for self and other values to be equal, and is used by ==.

fn ne(&self, other: &Rhs) -> bool

This method tests for !=.

impl ReprSpace<Tensor, Tensor> for BooleanSpace

Represent elements as a Boolean valued tensor.

fn repr(&self, element: &Self::Element) -> Tensor

Representation of a single element.

fn batch_repr<'a, I>(&self, elements: I) -> Tensor where
    I: IntoIterator<Item = &'a Self::Element>,
    I::IntoIter: ExactSizeIterator + Clone,
    Self::Element: 'a, 

Represent a batch of elements as an array.

impl Serialize for BooleanSpace

fn serialize<__S>(&self, __serializer: __S) -> Result<__S::Ok, __S::Error> where
    __S: Serializer, 

Serialize this value into the given Serde serializer.

impl Space for BooleanSpace

type Element = bool

fn contains(&self, _value: &Self::Element) -> bool

Check whether a particular value is contained in the space.

impl SubsetOrd for BooleanSpace

fn subset_cmp(&self, _other: &Self) -> Option<Ordering>

Compare using the subset relationship. This is a partial order.

fn strict_subset_of(&self, other: &Self) -> bool

Check if this is a strict subset of other.

fn subset_of(&self, other: &Self) -> bool

Check if this is a subset (strict or equal) of other.

fn strict_superset_of(&self, other: &Self) -> bool

Check if this is a strict superset of other.

fn superset_of(&self, other: &Self) -> bool

Check if this is a superset (strict or equal) of other.

impl Copy for BooleanSpace

impl Eq for BooleanSpace

impl StructuralEq for BooleanSpace

impl StructuralPartialEq for BooleanSpace