public class UniformIntVertex extends IntegerVertex implements ProbabilisticInteger, SamplableWithManyScalars<IntegerTensor>, LogProbGraphSupplier
Constructor and Description |
---|
UniformIntVertex(IntegerVertex min,
int max) |
UniformIntVertex(IntegerVertex min,
IntegerVertex max) |
UniformIntVertex(int min,
int max) |
UniformIntVertex(int min,
IntegerVertex max) |
UniformIntVertex(long[] shape,
IntegerTensor min,
IntegerTensor max) |
UniformIntVertex(long[] shape,
IntegerVertex min,
int max) |
UniformIntVertex(long[] shape,
IntegerVertex min,
IntegerVertex max) |
UniformIntVertex(long[] shape,
int min,
int max) |
UniformIntVertex(long[] shape,
int min,
IntegerVertex max) |
Modifier and Type | Method and Description |
---|---|
java.util.Map<Vertex,DoubleTensor> |
dLogProb(IntegerTensor value,
java.util.Set<? extends Vertex> withRespectTo)
The partial derivatives of the natural log prob.
|
IntegerVertex |
getMax() |
IntegerVertex |
getMin() |
double |
logProb(IntegerTensor value)
This is the natural log of the probability at the supplied value.
|
LogProbGraph |
logProbGraph() |
IntegerTensor |
sampleWithShape(long[] shape,
KeanuRandom random) |
abs, concat, div, div, divideBy, divideBy, divideBy, equalTo, getValue, greaterThan, greaterThanOrEqualTo, lambda, lambda, lessThan, lessThanOrEqualTo, loadValue, max, min, minus, minus, minus, multiply, multiply, multiply, notEqualTo, observe, observe, plus, plus, plus, pow, pow, reshape, reverseDiv, reverseMinus, saveValue, setAndCascade, setAndCascade, setValue, setValue, slice, sum, sum, take, times, times, toDouble, unaryMinus
addChild, addParent, addParents, equals, eval, getChildren, getConnectedGraph, getDegree, getId, getIndentation, getLabel, getObservedValue, getParents, getRank, getReference, getShape, getState, getValue, hashCode, hasValue, isDifferentiable, isObserved, isProbabilistic, lazyEval, observe, observeOwnValue, print, print, removeLabel, save, setAndCascade, setLabel, setLabel, setParents, setParents, setState, setValue, toString, unobserve
clone, finalize, getClass, notify, notifyAll, wait, wait, wait
dLogPmf, dLogPmf, dLogPmf, logPmf, logPmf, logPmf
dLogProb, dLogProbAtValue, dLogProbAtValue, getValue, keepOnlyProbabilisticVertices, logProbAtValue
getObservedValue, isObserved, observe, unobserve
sample, sampleManyScalars, sampleManyScalars
sampleWithShape
public UniformIntVertex(long[] shape, IntegerVertex min, IntegerVertex max)
shape
- tensor shape of valuemin
- The inclusive lower bound.max
- The exclusive upper bound.public UniformIntVertex(long[] shape, int min, int max)
public UniformIntVertex(long[] shape, IntegerTensor min, IntegerTensor max)
public UniformIntVertex(long[] shape, IntegerVertex min, int max)
public UniformIntVertex(long[] shape, int min, IntegerVertex max)
public UniformIntVertex(IntegerVertex min, IntegerVertex max)
public UniformIntVertex(IntegerVertex min, int max)
public UniformIntVertex(int min, IntegerVertex max)
public UniformIntVertex(int min, int max)
public IntegerVertex getMin()
public IntegerVertex getMax()
public double logProb(IntegerTensor value)
Probabilistic
logProb
in interface Probabilistic<IntegerTensor>
value
- The supplied value.public LogProbGraph logProbGraph()
logProbGraph
in interface LogProbGraphSupplier
public java.util.Map<Vertex,DoubleTensor> dLogProb(IntegerTensor value, java.util.Set<? extends Vertex> withRespectTo)
Probabilistic
dLogProb
in interface Probabilistic<IntegerTensor>
value
- at a given valuewithRespectTo
- list of parents to differentiate with respect topublic IntegerTensor sampleWithShape(long[] shape, KeanuRandom random)
sampleWithShape
in interface SamplableWithShape<IntegerTensor>