Class/Object

epic.features

CrossProductIndex

Related Docs: object CrossProductIndex | package features

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class CrossProductIndex[A, B] extends Index[Feature] with Serializable

Annotations
@SerialVersionUID()
Linear Supertypes
Index[Feature], Serializable, Serializable, (Feature) ⇒ Int, Iterable[Feature], IterableLike[Feature, Iterable[Feature]], Equals, GenIterable[Feature], GenIterableLike[Feature, Iterable[Feature]], Traversable[Feature], GenTraversable[Feature], GenericTraversableTemplate[Feature, Iterable], TraversableLike[Feature, Iterable[Feature]], GenTraversableLike[Feature, Iterable[Feature]], Parallelizable[Feature, ParIterable[Feature]], TraversableOnce[Feature], GenTraversableOnce[Feature], FilterMonadic[Feature, Iterable[Feature]], HasNewBuilder[Feature, Iterable[epic.framework.Feature] @scala.annotation.unchecked.uncheckedVariance], AnyRef, Any
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Inherited
  1. CrossProductIndex
  2. Index
  3. Serializable
  4. Serializable
  5. Function1
  6. Iterable
  7. IterableLike
  8. Equals
  9. GenIterable
  10. GenIterableLike
  11. Traversable
  12. GenTraversable
  13. GenericTraversableTemplate
  14. TraversableLike
  15. GenTraversableLike
  16. Parallelizable
  17. TraversableOnce
  18. GenTraversableOnce
  19. FilterMonadic
  20. HasNewBuilder
  21. AnyRef
  22. Any
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Visibility
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Type Members

  1. type Self = Iterable[Feature]

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    Attributes
    protected[this]
    Definition Classes
    TraversableLike

  2. class WithFilter extends FilterMonadic[A, Repr]

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    Definition Classes
    TraversableLike

Value Members

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

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    Definition Classes
    AnyRef → Any

  2. final def ##(): Int

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    Definition Classes
    AnyRef → Any

  3. def ++[B >: Feature, That](that: GenTraversableOnce[B])(implicit bf: CanBuildFrom[Iterable[Feature], B, That]): That

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    Definition Classes
    TraversableLike → GenTraversableLike

  4. def ++:[B >: Feature, That](that: Traversable[B])(implicit bf: CanBuildFrom[Iterable[Feature], B, That]): That

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    Definition Classes
    TraversableLike

  5. def ++:[B >: Feature, That](that: TraversableOnce[B])(implicit bf: CanBuildFrom[Iterable[Feature], B, That]): That

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    Definition Classes
    TraversableLike

  6. def /:[B](z: B)(op: (B, Feature) ⇒ B): B

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    Definition Classes
    TraversableOnce → GenTraversableOnce

  7. def :\[B](z: B)(op: (Feature, B) ⇒ B): B

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    Definition Classes
    TraversableOnce → GenTraversableOnce

  8. final def ==(arg0: Any): Boolean

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    Definition Classes
    AnyRef → Any

  9. def addString(b: StringBuilder): StringBuilder

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    Definition Classes
    TraversableOnce

  10. def addString(b: StringBuilder, sep: String): StringBuilder

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    Definition Classes
    TraversableOnce

  11. def addString(b: StringBuilder, start: String, sep: String, end: String): StringBuilder

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    Definition Classes
    TraversableOnce

  12. def aggregate[B](z: ⇒ B)(seqop: (B, Feature) ⇒ B, combop: (B, B) ⇒ B): B

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    Definition Classes
    TraversableOnce → GenTraversableOnce

  13. def andThen[A](g: (Int) ⇒ A): (Feature) ⇒ A

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    Definition Classes
    Function1
    Annotations
    @unspecialized()

  14. def apply(t: Feature): Int

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    Definition Classes
    CrossProductIndex → Index → Function1

  15. final def asInstanceOf[T0]: T0

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    Definition Classes
    Any

  16. def buildSparseMatrix(weights: DenseVector[Double]): (CSCMatrix[Double], SparseVector[Double])

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  17. def canEqual(that: Any): Boolean

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    Definition Classes
    IterableLike → Equals

  18. def clone(): AnyRef

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    Attributes
    protected[java.lang]
    Definition Classes
    AnyRef
    Annotations
    @HotSpotIntrinsicCandidate() @throws( ... )

  19. def collect[B, That](pf: PartialFunction[Feature, B])(implicit bf: CanBuildFrom[Iterable[Feature], B, That]): That

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    Definition Classes
    TraversableLike → GenTraversableLike

  20. def collectFirst[B](pf: PartialFunction[Feature, B]): Option[B]

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    Definition Classes
    TraversableOnce

  21. def companion: GenericCompanion[Iterable]

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    Definition Classes
    Iterable → GenIterable → Traversable → GenTraversable → GenericTraversableTemplate

  22. def compose[A](g: (A) ⇒ Feature): (A) ⇒ Int

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    Definition Classes
    Function1
    Annotations
    @unspecialized()

  23. def contains(t: Feature): Boolean

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    Definition Classes
    Index

  24. def copyToArray[B >: Feature](xs: Array[B], start: Int, len: Int): Unit

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    Definition Classes
    IterableLike → TraversableLike → TraversableOnce → GenTraversableOnce

  25. def copyToArray[B >: Feature](xs: Array[B]): Unit

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    Definition Classes
    TraversableOnce → GenTraversableOnce

  26. def copyToArray[B >: Feature](xs: Array[B], start: Int): Unit

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    Definition Classes
    TraversableOnce → GenTraversableOnce

  27. def copyToBuffer[B >: Feature](dest: Buffer[B]): Unit

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    Definition Classes
    TraversableOnce

  28. def count(p: (Feature) ⇒ Boolean): Int

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    Definition Classes
    TraversableOnce → GenTraversableOnce

  29. def crossProduct(lFeatures: Array[Int], sFeatures: Array[Int], offset: Int = 0, usePlainLabelFeatures: Boolean = true): Array[Int]

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  30. lazy val defaultHashCode: Int

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    Attributes
    protected
    Definition Classes
    Index

  31. def drop(n: Int): Iterable[Feature]

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    Definition Classes
    IterableLike → TraversableLike → GenTraversableLike

  32. def dropRight(n: Int): Iterable[Feature]

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    Definition Classes
    IterableLike

  33. def dropWhile(p: (Feature) ⇒ Boolean): Iterable[Feature]

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    Definition Classes
    TraversableLike → GenTraversableLike

  34. final def eq(arg0: AnyRef): Boolean

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    Definition Classes
    AnyRef

  35. def equals(other: Any): Boolean

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    Definition Classes
    Index → Equals → AnyRef → Any

  36. def exists(p: (Feature) ⇒ Boolean): Boolean

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    Definition Classes
    IterableLike → TraversableLike → TraversableOnce → GenTraversableOnce

  37. def filter(p: (Feature) ⇒ Boolean): Iterable[Feature]

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    Definition Classes
    TraversableLike → GenTraversableLike

  38. def filterNot(p: (Feature) ⇒ Boolean): Iterable[Feature]

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    Definition Classes
    TraversableLike → GenTraversableLike

  39. def find(p: (Feature) ⇒ Boolean): Option[Feature]

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    Definition Classes
    IterableLike → TraversableLike → TraversableOnce → GenTraversableOnce

  40. val firstIndex: Index[A]

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  41. def flatMap[B, That](f: (Feature) ⇒ GenTraversableOnce[B])(implicit bf: CanBuildFrom[Iterable[Feature], B, That]): That

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    Definition Classes
    TraversableLike → GenTraversableLike → FilterMonadic

  42. def flatten[B](implicit asTraversable: (Feature) ⇒ GenTraversableOnce[B]): Iterable[B]

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    Definition Classes
    GenericTraversableTemplate

  43. def fold[A1 >: Feature](z: A1)(op: (A1, A1) ⇒ A1): A1

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    Definition Classes
    TraversableOnce → GenTraversableOnce

  44. def foldLeft[B](z: B)(op: (B, Feature) ⇒ B): B

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    Definition Classes
    TraversableOnce → GenTraversableOnce

  45. def foldRight[B](z: B)(op: (Feature, B) ⇒ B): B

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    Definition Classes
    IterableLike → TraversableOnce → GenTraversableOnce

  46. def forall(p: (Feature) ⇒ Boolean): Boolean

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    Definition Classes
    IterableLike → TraversableLike → TraversableOnce → GenTraversableOnce

  47. def foreach[U](f: (Feature) ⇒ U): Unit

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    Definition Classes
    IterableLike → TraversableLike → GenTraversableLike → TraversableOnce → GenTraversableOnce → FilterMonadic

  48. def genericBuilder[B]: Builder[B, Iterable[B]]

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    Definition Classes
    GenericTraversableTemplate

  49. def get(i: Int): Feature

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    Definition Classes
    CrossProductIndex → Index

  50. final def getClass(): Class[_]

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    Definition Classes
    AnyRef → Any
    Annotations
    @HotSpotIntrinsicCandidate()

  51. def groupBy[K](f: (Feature) ⇒ K): Map[K, Iterable[Feature]]

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    Definition Classes
    TraversableLike → GenTraversableLike

  52. def grouped(size: Int): Iterator[Iterable[Feature]]

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    Definition Classes
    IterableLike

  53. def hasDefiniteSize: Boolean

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    Definition Classes
    TraversableLike → TraversableOnce → GenTraversableOnce

  54. def hashCode(): Int

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    Definition Classes
    Index → AnyRef → Any

  55. def head: Feature

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    Definition Classes
    IterableLike → TraversableLike → GenTraversableLike

  56. def headOption: Option[Feature]

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    Definition Classes
    TraversableLike → GenTraversableLike

  57. val includePlainLabelFeatures: Boolean

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  58. def indexOf(t: Feature): Int

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    Definition Classes
    Index

  59. def indexOpt(t: Feature): Option[Int]

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    Definition Classes
    Index

  60. def init: Iterable[Feature]

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    Definition Classes
    TraversableLike → GenTraversableLike

  61. def inits: Iterator[Iterable[Feature]]

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    Definition Classes
    TraversableLike

  62. def isEmpty: Boolean

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    Definition Classes
    IterableLike → TraversableLike → TraversableOnce → GenTraversableOnce

  63. final def isInstanceOf[T0]: Boolean

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    Definition Classes
    Any

  64. final def isTraversableAgain: Boolean

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    Definition Classes
    TraversableLike → GenTraversableLike → GenTraversableOnce

  65. def iterator: Iterator[Feature]

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    Definition Classes
    CrossProductIndex → IterableLike → GenIterableLike

  66. def labelPart(i: Int): Int

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  67. def last: Feature

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    Definition Classes
    TraversableLike → GenTraversableLike

  68. def lastOption: Option[Feature]

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    Definition Classes
    TraversableLike → GenTraversableLike

  69. def lock: CrossProductIndex[A, B]

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  70. def map[B, That](f: (Feature) ⇒ B)(implicit bf: CanBuildFrom[Iterable[Feature], B, That]): That

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    Definition Classes
    TraversableLike → GenTraversableLike → FilterMonadic

  71. def mapped(labelFeature: Int, surfaceFeature: Int): Int

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  72. def max[B >: Feature](implicit cmp: Ordering[B]): Feature

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    Definition Classes
    TraversableOnce → GenTraversableOnce

  73. def maxBy[B](f: (Feature) ⇒ B)(implicit cmp: Ordering[B]): Feature

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    Definition Classes
    TraversableOnce → GenTraversableOnce

  74. def min[B >: Feature](implicit cmp: Ordering[B]): Feature

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    Definition Classes
    TraversableOnce → GenTraversableOnce

  75. def minBy[B](f: (Feature) ⇒ B)(implicit cmp: Ordering[B]): Feature

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    Definition Classes
    TraversableOnce → GenTraversableOnce

  76. def mkString: String

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    Definition Classes
    TraversableOnce → GenTraversableOnce

  77. def mkString(sep: String): String

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    Definition Classes
    TraversableOnce → GenTraversableOnce

  78. def mkString(start: String, sep: String, end: String): String

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    Definition Classes
    TraversableOnce → GenTraversableOnce

  79. final def ne(arg0: AnyRef): Boolean

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    Definition Classes
    AnyRef

  80. def newBuilder: Builder[Feature, Iterable[Feature]]

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    Attributes
    protected[this]
    Definition Classes
    GenericTraversableTemplate → HasNewBuilder

  81. def nonEmpty: Boolean

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    Definition Classes
    TraversableOnce → GenTraversableOnce

  82. final def notify(): Unit

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    Definition Classes
    AnyRef
    Annotations
    @HotSpotIntrinsicCandidate()

  83. final def notifyAll(): Unit

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    Definition Classes
    AnyRef
    Annotations
    @HotSpotIntrinsicCandidate()

  84. val numHashFeatures: Int

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  85. def pairs: Iterator[(Feature, Int)]

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    Definition Classes
    CrossProductIndex → Index

  86. def par: ParIterable[Feature]

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    Definition Classes
    Parallelizable

  87. def parCombiner: Combiner[Feature, ParIterable[Feature]]

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    Attributes
    protected[this]
    Definition Classes
    TraversableLike → Parallelizable

  88. def partition(p: (Feature) ⇒ Boolean): (Iterable[Feature], Iterable[Feature])

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    Definition Classes
    TraversableLike → GenTraversableLike

  89. def product[B >: Feature](implicit num: Numeric[B]): B

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    Definition Classes
    TraversableOnce → GenTraversableOnce

  90. def prune(shouldPrune: (Int) ⇒ Boolean, rebuildSurfaceIndex: Boolean = true): CrossProductIndex[A, B]

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    Gets rid of crossproduct features (i.e.

    Gets rid of crossproduct features (i.e. not hash, not label) that are shouldPrune.

    Optionally, we can also build a new surfaceFeature index with only those surface features that are used in some part of the new cross product.

    (Implementation note: the resulting mapping may contain -1's for elements of the cross product that have been removed. This is to note that this feature is known and the hash code should not be computed.)

  91. def reduce[A1 >: Feature](op: (A1, A1) ⇒ A1): A1

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    Definition Classes
    TraversableOnce → GenTraversableOnce

  92. def reduceLeft[B >: Feature](op: (B, Feature) ⇒ B): B

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    Definition Classes
    TraversableOnce

  93. def reduceLeftOption[B >: Feature](op: (B, Feature) ⇒ B): Option[B]

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    Definition Classes
    TraversableOnce → GenTraversableOnce

  94. def reduceOption[A1 >: Feature](op: (A1, A1) ⇒ A1): Option[A1]

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    Definition Classes
    TraversableOnce → GenTraversableOnce

  95. def reduceRight[B >: Feature](op: (Feature, B) ⇒ B): B

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    Definition Classes
    IterableLike → TraversableOnce → GenTraversableOnce

  96. def reduceRightOption[B >: Feature](op: (Feature, B) ⇒ B): Option[B]

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    Definition Classes
    TraversableOnce → GenTraversableOnce

  97. def repr: Iterable[Feature]

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    Definition Classes
    TraversableLike → GenTraversableLike

  98. def reversed: List[Feature]

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    Attributes
    protected[this]
    Definition Classes
    TraversableOnce

  99. def sameElements[B >: Feature](that: GenIterable[B]): Boolean

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    Definition Classes
    IterableLike → GenIterableLike

  100. def scan[B >: Feature, That](z: B)(op: (B, B) ⇒ B)(implicit cbf: CanBuildFrom[Iterable[Feature], B, That]): That

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    Definition Classes
    TraversableLike → GenTraversableLike

  101. def scanLeft[B, That](z: B)(op: (B, Feature) ⇒ B)(implicit bf: CanBuildFrom[Iterable[Feature], B, That]): That

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    Definition Classes
    TraversableLike → GenTraversableLike

  102. def scanRight[B, That](z: B)(op: (Feature, B) ⇒ B)(implicit bf: CanBuildFrom[Iterable[Feature], B, That]): That

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    Definition Classes
    TraversableLike → GenTraversableLike
    Annotations
    @migration
    Migration

    (Changed in version 2.9.0) The behavior of scanRight has changed. The previous behavior can be reproduced with scanRight.reverse.

  103. val secondIndex: Index[B]

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  104. def seq: Iterable[Feature]

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    Definition Classes
    Iterable → GenIterable → Traversable → GenTraversable → Parallelizable → TraversableOnce → GenTraversableOnce

  105. def size: Int

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    Definition Classes
    CrossProductIndex → Index → GenTraversableLike → TraversableOnce → GenTraversableOnce

  106. def slice(from: Int, until: Int): Iterable[Feature]

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    Definition Classes
    IterableLike → TraversableLike → GenTraversableLike

  107. def sliding(size: Int, step: Int): Iterator[Iterable[Feature]]

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    Definition Classes
    IterableLike

  108. def sliding(size: Int): Iterator[Iterable[Feature]]

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    Definition Classes
    IterableLike

  109. def span(p: (Feature) ⇒ Boolean): (Iterable[Feature], Iterable[Feature])

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    Definition Classes
    TraversableLike → GenTraversableLike

  110. def splitAt(n: Int): (Iterable[Feature], Iterable[Feature])

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    Definition Classes
    TraversableLike → GenTraversableLike

  111. def stringPrefix: String

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    Definition Classes
    TraversableLike → GenTraversableLike

  112. def sum[B >: Feature](implicit num: Numeric[B]): B

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    Definition Classes
    TraversableOnce → GenTraversableOnce

  113. def surfacePart(i: Int): Int

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  114. final def synchronized[T0](arg0: ⇒ T0): T0

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    Definition Classes
    AnyRef

  115. def tail: Iterable[Feature]

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    Definition Classes
    TraversableLike → GenTraversableLike

  116. def tails: Iterator[Iterable[Feature]]

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    Definition Classes
    TraversableLike

  117. def take(n: Int): Iterable[Feature]

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    Definition Classes
    IterableLike → TraversableLike → GenTraversableLike

  118. def takeRight(n: Int): Iterable[Feature]

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    Definition Classes
    IterableLike

  119. def takeWhile(p: (Feature) ⇒ Boolean): Iterable[Feature]

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    Definition Classes
    IterableLike → TraversableLike → GenTraversableLike

  120. def thisCollection: Iterable[Feature]

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    Attributes
    protected[this]
    Definition Classes
    IterableLike → TraversableLike

  121. def to[Col[_]](implicit cbf: CanBuildFrom[Nothing, Feature, Col[Feature]]): Col[Feature]

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    Definition Classes
    TraversableLike → TraversableOnce → GenTraversableOnce

  122. def toArray[B >: Feature](implicit arg0: ClassTag[B]): Array[B]

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    Definition Classes
    TraversableOnce → GenTraversableOnce

  123. def toBuffer[B >: Feature]: Buffer[B]

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    Definition Classes
    TraversableOnce → GenTraversableOnce

  124. def toCollection(repr: Iterable[Feature]): Iterable[Feature]

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    Attributes
    protected[this]
    Definition Classes
    IterableLike → TraversableLike

  125. def toIndexedSeq: IndexedSeq[Feature]

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    Definition Classes
    TraversableOnce → GenTraversableOnce

  126. def toIterable: Iterable[Feature]

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    Definition Classes
    IterableLike → TraversableOnce → GenTraversableOnce

  127. def toIterator: Iterator[Feature]

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    Definition Classes
    IterableLike → TraversableLike → GenTraversableOnce
    Annotations
    @deprecatedOverriding( ... , "2.11.0" )

  128. def toList: List[Feature]

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    Definition Classes
    TraversableOnce → GenTraversableOnce

  129. def toMap[T, U](implicit ev: <:<[Feature, (T, U)]): Map[T, U]

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    Definition Classes
    TraversableOnce → GenTraversableOnce

  130. def toSeq: Seq[Feature]

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    Definition Classes
    TraversableOnce → GenTraversableOnce

  131. def toSet[B >: Feature]: Set[B]

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    Definition Classes
    TraversableOnce → GenTraversableOnce

  132. def toStream: Stream[Feature]

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    Definition Classes
    IterableLike → TraversableLike → GenTraversableOnce

  133. def toString(): String

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    Definition Classes
    Index → Function1 → TraversableLike → AnyRef → Any

  134. def toTraversable: Traversable[Feature]

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    Definition Classes
    TraversableLike → TraversableOnce → GenTraversableOnce
    Annotations
    @deprecatedOverriding( ... , "2.11.0" )

  135. def toVector: Vector[Feature]

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    Definition Classes
    TraversableOnce → GenTraversableOnce

  136. def transpose[B](implicit asTraversable: (Feature) ⇒ GenTraversableOnce[B]): Iterable[Iterable[B]]

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    Definition Classes
    GenericTraversableTemplate
    Annotations
    @migration
    Migration

    (Changed in version 2.9.0) transpose throws an IllegalArgumentException if collections are not uniformly sized.

  137. def unapply(i: Int): Option[Feature]

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    Definition Classes
    CrossProductIndex → Index

  138. def unzip[A1, A2](implicit asPair: (Feature) ⇒ (A1, A2)): (Iterable[A1], Iterable[A2])

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    Definition Classes
    GenericTraversableTemplate

  139. def unzip3[A1, A2, A3](implicit asTriple: (Feature) ⇒ (A1, A2, A3)): (Iterable[A1], Iterable[A2], Iterable[A3])

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    Definition Classes
    GenericTraversableTemplate

  140. def view(from: Int, until: Int): IterableView[Feature, Iterable[Feature]]

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    Definition Classes
    IterableLike → TraversableLike

  141. def view: IterableView[Feature, Iterable[Feature]]

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    Definition Classes
    IterableLike → TraversableLike

  142. final def wait(arg0: Long, arg1: Int): Unit

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    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

  143. final def wait(arg0: Long): Unit

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    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

  144. final def wait(): Unit

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    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

  145. def withFilter(p: (Feature) ⇒ Boolean): FilterMonadic[Feature, Iterable[Feature]]

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    Definition Classes
    TraversableLike → FilterMonadic

  146. def zip[A1 >: Feature, B, That](that: GenIterable[B])(implicit bf: CanBuildFrom[Iterable[Feature], (A1, B), That]): That

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    Definition Classes
    IterableLike → GenIterableLike

  147. def zipAll[B, A1 >: Feature, That](that: GenIterable[B], thisElem: A1, thatElem: B)(implicit bf: CanBuildFrom[Iterable[Feature], (A1, B), That]): That

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    Definition Classes
    IterableLike → GenIterableLike

  148. def zipWithIndex[A1 >: Feature, That](implicit bf: CanBuildFrom[Iterable[Feature], (A1, Int), That]): That

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    Definition Classes
    IterableLike → GenIterableLike

  149. def |[U](right: Index[U]): EitherIndex[Feature, U]

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    Definition Classes
    Index

Deprecated Value Members

  1. def finalize(): Unit

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    Attributes
    protected[java.lang]
    Definition Classes
    AnyRef
    Annotations
    @Deprecated @deprecated @throws( classOf[java.lang.Throwable] )
    Deprecated

    (Since version ) see corresponding Javadoc for more information.

Inherited from Index[Feature]

Inherited from Serializable

Inherited from Serializable

Inherited from (Feature) ⇒ Int

Inherited from Iterable[Feature]

Inherited from IterableLike[Feature, Iterable[Feature]]

Inherited from Equals

Inherited from GenIterable[Feature]

Inherited from GenIterableLike[Feature, Iterable[Feature]]

Inherited from Traversable[Feature]

Inherited from GenTraversable[Feature]

Inherited from GenericTraversableTemplate[Feature, Iterable]

Inherited from TraversableLike[Feature, Iterable[Feature]]

Inherited from GenTraversableLike[Feature, Iterable[Feature]]

Inherited from Parallelizable[Feature, ParIterable[Feature]]

Inherited from TraversableOnce[Feature]

Inherited from GenTraversableOnce[Feature]

Inherited from FilterMonadic[Feature, Iterable[Feature]]

Inherited from HasNewBuilder[Feature, Iterable[epic.framework.Feature] @scala.annotation.unchecked.uncheckedVariance]

Inherited from AnyRef

Inherited from Any

Ungrouped