DenseMassesWithTotal

trait DenseMassesWithTotal extends DenseTensor with MassesWithTotal

A DenseTensor Masses that provides a protected var for holding the massTotal.

Linear Supertypes
Known Subclasses
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1. Alphabetic
2. By inheritance
Inherited
1. DenseMassesWithTotal
2. MassesWithTotal
3. Masses
4. DenseTensor
5. DenseDoubleSeq
6. TensorWithMutableDefaultValue
7. Tensor
8. Serializable
9. Serializable
10. MutableDoubleSeq
11. IncrementableDoubleSeq
12. DoubleSeq
13. AnyRef
14. Any
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Visibility
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Abstract Value Members

1. abstract def activeDomains: Array[IntSeq]

Definition Classes
Tensor
2. abstract def blankCopy: Tensor

Definition Classes
Tensor
3. abstract def copy: Tensor

Definition Classes
Tensor
4. abstract def dimensions: Array[Int]

Definition Classes
Tensor
5. abstract def length: Int

Definition Classes
DoubleSeq
6. abstract def numDimensions: Int

Definition Classes
Tensor

Concrete Value Members

1. final def !=(arg0: AnyRef): Boolean

Definition Classes
AnyRef
2. final def !=(arg0: Any): Boolean

Definition Classes
Any
3. final def ##(): Int

Definition Classes
AnyRef → Any
4. def *(v: Double): Tensor

Definition Classes
Tensor
5. final def *=(ds: DoubleSeq): Unit

Definition Classes
DenseMassesWithTotalMutableDoubleSeq

7. def *=(i: Int, incr: Double): Unit

Definition Classes
MutableDoubleSeq
8. def +(that: Tensor): Tensor

Definition Classes
Tensor
9. def ++=(tensors: Iterable[Tensor]): DenseMassesWithTotal.this.type

Definition Classes
Tensor

12. def +=(t: DoubleSeq, offset: Int, f: Double): Unit

Increment into this DenseTensor at an offset.

Increment into this DenseTensor at an offset.

Definition Classes
DenseTensor
13. def +=(ds: DoubleSeq, factor: DoubleSeq): Unit

Increment by the element-wise product of ds and factor.

Increment by the element-wise product of ds and factor.

Definition Classes
IncrementableDoubleSeq
14. def +=(a: Array[Double], factor: Double): Unit

Definition Classes
IncrementableDoubleSeq
15. def +=(a: Array[Double]): Unit

Definition Classes
IncrementableDoubleSeq
16. final def +=(ds: DoubleSeq): Unit

Definition Classes
IncrementableDoubleSeq
17. def +=(d: Double): Unit

Definition Classes
IncrementableDoubleSeq
18. def -(that: Tensor): Tensor

Definition Classes
Tensor
19. def -=(ds: DoubleSeq): Unit

Definition Classes
IncrementableDoubleSeq
20. final def -=(d: Double): Unit

Definition Classes
IncrementableDoubleSeq
21. def -=(i: Int, incr: Double): Unit

Definition Classes
IncrementableDoubleSeq
22. def /(v: Double): Tensor

Definition Classes
Tensor
23. final def /=(ds: DoubleSeq): Unit

Definition Classes
DenseMassesWithTotalMutableDoubleSeq
24. final def /=(d: Double): Unit

Definition Classes
MutableDoubleSeq
25. final def /=(i: Int, incr: Double): Unit

Definition Classes
MutableDoubleSeq

28. final def :=(v: Double): Unit

Definition Classes
DenseMassesWithTotalMutableDoubleSeq
29. def :=(a: Array[Double], offset: Int): Unit

Definition Classes
DenseTensorMutableDoubleSeq
30. def =+(a: Array[Double], offset: Int, f: Double): Unit

Increment given array (starting at offset index) with contents of this DoubleSeq, multiplied by factor f.

Increment given array (starting at offset index) with contents of this DoubleSeq, multiplied by factor f.

Definition Classes
DenseDoubleSeqDoubleSeq
31. final def =+(a: Array[Double], f: Double): Unit

Definition Classes
DoubleSeq
32. final def =+(a: Array[Double], offset: Int): Unit

Definition Classes
DoubleSeq
33. final def =+(a: Array[Double]): Unit

Definition Classes
DoubleSeq
34. final def ==(arg0: AnyRef): Boolean

Definition Classes
AnyRef
35. final def ==(arg0: Any): Boolean

Definition Classes
Any
36. def _initialArray: Array[Double]

Attributes
protected
Definition Classes
DenseTensor
37. var _massTotal: Double

Attributes
protected
Definition Classes
MassesWithTotal
38. def _resetValues(s: Int): Unit

Attributes
protected
Definition Classes
DenseTensor
39. def _setArray(a: Array[Double]): Unit

Attributes
protected
Definition Classes
DenseTensor
40. def _values: Array[Double]

Attributes
protected
Definition Classes
DenseTensor
41. def _valuesSize: Int

Attributes
protected
Definition Classes
DenseTensor
42. def abs(): Unit

Definition Classes
MutableDoubleSeq
43. def activeDomain: IntSeq

Definition Classes
DenseTensorTensor
44. def activeDomainSize: Int

Definition Classes
DenseTensorTensor
45. def activeElements: Iterator[(Int, Double)]

Definition Classes
Tensor
46. def addString(b: StringBuilder, start: String, sep: String, end: String): StringBuilder

Append a string representation of this DoubleSeq to the StringBuilder.

Append a string representation of this DoubleSeq to the StringBuilder.

Definition Classes
DoubleSeq
47. def apply(i: Int): Double

Definition Classes
DenseTensorDoubleSeq
48. def asArray: Array[Double]

Return the values as an Array[Double].

Return the values as an Array[Double]. Not guaranteed to be a copy; in fact if it is possible to return a pointer to an internal array, it will simply return this.

Definition Classes
DenseTensorDoubleSeq
49. final def asInstanceOf[T0]: T0

Definition Classes
Any
50. def asSeq: Seq[Double]

With uncopied contents

With uncopied contents

Definition Classes
DoubleSeq
51. def clone(): AnyRef

Attributes
protected[java.lang]
Definition Classes
AnyRef
Annotations
@throws( ... )
52. def contains(d: Double): Boolean

Definition Classes
DenseDoubleSeqDoubleSeq
53. def containsNaN: Boolean

Definition Classes
DenseDoubleSeqDoubleSeq
54. def cosineSimilarity(t: DoubleSeq): Double

Definition Classes
Tensor
55. def defaultValue: Double

The default value at indices not covered by activeDomain.

The default value at indices not covered by activeDomain. Subclasses may override this

Definition Classes
DenseTensorTensor

59. def different(t: DoubleSeq, threshold: Double): Boolean

Definition Classes
DoubleSeq
60. def dimensionsMatch(t: Tensor): Boolean

Definition Classes
Tensor
61. def dot(t2: DoubleSeq): Double

Definition Classes
DenseTensorTensor
62. def ensureDimensionsMatch(t: Tensor): Unit

Definition Classes
Tensor
63. def entropy: Double

Assumes that the values are already normalized to sum to 1.

Assumes that the values are already normalized to sum to 1.

Definition Classes
DoubleSeq
64. final def eq(arg0: AnyRef): Boolean

Definition Classes
AnyRef
65. def equals(arg0: Any): Boolean

Definition Classes
AnyRef → Any
66. def exists(f: (Double) ⇒ Boolean): Boolean

Definition Classes
Tensor
67. def expNormalize(): Double

Exponentiate the elements of the array, and then normalize them to sum to one.

Exponentiate the elements of the array, and then normalize them to sum to one.

Definition Classes
DenseTensorMutableDoubleSeq
68. def expNormalize(logZ: Double): Unit

Exponential the elements of the array such that they are normalized to sum to one, but do so efficiently by providing logZ.

Exponential the elements of the array such that they are normalized to sum to one, but do so efficiently by providing logZ. Note that to maximize efficiency, this method does not verify that the logZ value was the correct one to cause proper normalization.

Definition Classes
MutableDoubleSeq
69. def expNormalized: Tensor

Definition Classes
Tensor
70. def exponentiate(): Unit

Definition Classes
MutableDoubleSeq
71. def finalize(): Unit

Attributes
protected[java.lang]
Definition Classes
AnyRef
Annotations
@throws( classOf[java.lang.Throwable] )
72. def foldActiveElements(seed: Double, f: (Int, Double, Double) ⇒ Double): Double

Definition Classes
Tensor
73. def foldLeft[B](z: B)(f: (B, Double) ⇒ B): B

Definition Classes
DoubleSeq
74. def forall(f: (Double) ⇒ Boolean): Boolean

Definition Classes
DoubleSeq
75. def forallActiveElements(f: (Int, Double) ⇒ Boolean): Boolean

Definition Classes
DenseTensorTensor
76. def forallElements(f: (Int, Double) ⇒ Boolean): Boolean

Definition Classes
DoubleSeq
77. def foreach(f: (Double) ⇒ Unit): Unit

Definition Classes
DoubleSeq
78. def foreachActiveElement(f: (Int, Double) ⇒ Unit): Unit

Definition Classes
DenseDoubleSeqDoubleSeq
79. def foreachElement(f: (Int, Double) ⇒ Unit): Unit

Definition Classes
DoubleSeq
80. final def getClass(): Class[_]

Definition Classes
AnyRef → Any
81. var hasLogged: Boolean

Definition Classes
DenseTensor
82. def hashCode(): Int

Definition Classes
AnyRef → Any
83. def indexOf(d: Double): Int

Definition Classes
DenseDoubleSeqDoubleSeq
84. def infinityNorm: Double

Definition Classes
DenseDoubleSeqDoubleSeq
85. def initializeRandomly(mean: Double = 0.0, variance: Double = 1.0)(implicit rng: Random): Unit

Definition Classes
DenseTensor
86. def isDense: Boolean

Definition Classes
DenseTensorTensor
87. final def isInstanceOf[T0]: Boolean

Definition Classes
Any
88. def isUniform: Boolean

Definition Classes
Tensor
89. def jsDivergence(p: DoubleSeq): Double

Assumes that the values are already normalized to sum to 1.

Assumes that the values are already normalized to sum to 1.

Definition Classes
DoubleSeq
90. def klDivergence(p: DoubleSeq): Double

Assumes that the values in both DoubleSeq are already normalized to sum to 1.

Assumes that the values in both DoubleSeq are already normalized to sum to 1.

Definition Classes
DoubleSeq
91. def l2Similarity(t: DoubleSeq): Double

Definition Classes
DoubleSeq
92. def logpr(index: Int): Double

Definition Classes
Masses
93. def map(f: (Double) ⇒ Double): DoubleSeq

Definition Classes
DoubleSeq
94. def massTotal: Double

Definition Classes
MassesWithTotalMasses
95. def max: Double

Definition Classes
DenseDoubleSeqDoubleSeq
96. def maxIndex: Int

Definition Classes
DenseDoubleSeqDoubleSeq
97. def maxIndex2: (Int, Int)

Definition Classes
DenseDoubleSeqDoubleSeq
98. def maxNormalize(): Unit

Definition Classes
MutableDoubleSeq
99. def maxToStringLength: Int

Definition Classes
Masses
100. def min: Double

Definition Classes
DenseDoubleSeqDoubleSeq
101. def mkString: String

Definition Classes
DoubleSeq
102. def mkString(sep: String): String

Definition Classes
DoubleSeq
103. def mkString(start: String, sep: String, end: String): String

Definition Classes
DoubleSeq
104. final def ne(arg0: AnyRef): Boolean

Definition Classes
AnyRef
105. def normalize(): Double

Definition Classes
MutableDoubleSeq
106. def normalizeLogProb(): Double

expNormalize, then put back into log-space.

expNormalize, then put back into log-space.

Definition Classes
MutableDoubleSeq
107. def normalized: Tensor

Definition Classes
Tensor
108. final def notify(): Unit

Definition Classes
AnyRef
109. final def notifyAll(): Unit

Definition Classes
AnyRef
110. def oneNorm: Double

Definition Classes
DenseDoubleSeqDoubleSeq
111. def oneNormalize(): Double

Definition Classes
MutableDoubleSeq
112. def outer(t: Tensor): Tensor

Definition Classes
Tensor
113. def pr(index: Int): Double

Get a normalized entry in this Masses, which can be interpreted as a probability.

Get a normalized entry in this Masses, which can be interpreted as a probability.

Definition Classes
Masses
114. def printLength: Int

Definition Classes
Tensor
115. def sampleIndex(implicit r: Random): Int

Careful, for many subclasses this is inefficient because it calls the method "sum" to get the normalizer.

Careful, for many subclasses this is inefficient because it calls the method "sum" to get the normalizer.

Definition Classes
MassesDoubleSeq
116. def sampleIndex(normalizer: Double)(implicit r: Random): Int

Definition Classes
DenseDoubleSeqDoubleSeq
117. final def size: Int

Definition Classes
DoubleSeq
118. def stringPrefix: String

Definition Classes
MassesTensor
119. def substitute(oldValue: Double, newValue: Double): Unit

Definition Classes
MutableDoubleSeq
120. final def sum: Double

Definition Classes
MassesWithTotalMassesDoubleSeq
121. final def synchronized[T0](arg0: ⇒ T0): T0

Definition Classes
AnyRef
122. def toArray: Array[Double]

Return the values as an Array[Double].

Return the values as an Array[Double]. Guaranteed to be a copy, not just a pointer to an internal array that would change with changes to the DoubleSeq

Definition Classes
DenseDoubleSeqDoubleSeq
123. def toSeq: Seq[Double]

With copied contents

With copied contents

Definition Classes
DoubleSeq
124. def toString(): String

Definition Classes
MassesTensor → AnyRef → Any
125. def top(n: Int): TopN[String]

Return records for the n elements with the largest values.

Return records for the n elements with the largest values.

Definition Classes
DoubleSeq
126. final def twoNorm: Double

Definition Classes
DoubleSeq
127. def twoNormSquared: Double

Definition Classes
DenseDoubleSeqDoubleSeq
128. def twoNormalize(): Double

Definition Classes
MutableDoubleSeq
129. def twoSquaredNormalize(): Double

Definition Classes
MutableDoubleSeq

131. final def wait(): Unit

Definition Classes
AnyRef
Annotations
@throws( ... )
132. final def wait(arg0: Long, arg1: Int): Unit

Definition Classes
AnyRef
Annotations
@throws( ... )
133. final def wait(arg0: Long): Unit

Definition Classes
AnyRef
Annotations
@throws( ... )