epic

features

package features

TODO

Linear Supertypes
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  1. case class ActualWordFeature(f: Feature, dir: Symbol) extends Feature with Product with Serializable

  2. case class AttachLeft(distance: Int) extends LexFeature with Product with Serializable

  3. case class AttachRight(distance: Int) extends LexFeature with Product with Serializable

  4. case class BigramFeature(offset: Int, prev: Feature, next: Feature) extends Feature with Product with Serializable

  5. case class BilexicalFeature(head: Any, dep: Any) extends Feature with Product with Serializable

  6. trait BilexicalFeatureAnchoring[W] extends AnyRef

  7. trait BilexicalFeaturizer[W] extends AnyRef

    TODO

  8. case class BrownClusterFeature(f: String) extends Feature with Product with Serializable

  9. case class BrownClusterFeaturizer(lengths: Array[Int]) extends WordFeaturizer[String] with Serializable with Product

  10. case class ContextFeature(f: Feature) extends Feature with Product with Serializable

  11. case class ContextFeaturizer[W](featurizer: WordFeaturizer[W], window: Int) extends WordFeaturizer[W] with Serializable with Product

    Includes all features in a window but doesn't include where the features are.

  12. class ContextWordFeaturizer[W] extends WordFeaturizer[W] with Serializable

  13. case class CrossProductFeature[A, B](labelPart: A, surfacePart: B, id: String = "") extends Feature with Product with Serializable

    Annotations
    @SerialVersionUID( 1743448091752596096L )
  14. class CrossProductIndex[A, B] extends Index[Feature] with Serializable

  15. case class DepFeature[P](r: Feature) extends LexFeature with Product with Serializable

  16. case class DigitNormalizedFeature(w: String) extends Feature with Product with Serializable

  17. case class DistFeature(distance: Int, f: Any) extends LexFeature with Product with Serializable

  18. class DistanceBinner extends Serializable

  19. case class DistanceFeature(distance: Int, label: String = "Span") extends LexFeature with Product with Serializable

  20. case class FirstWordCapsAnd(f: Feature) extends Feature with Product with Serializable

  21. class FullWordSpanShapeFeaturizer extends SurfaceFeaturizer[String] with Serializable

  22. trait HackyHeadFinder[L, T] extends Serializable

    HackyHeadFinders find "heads" in a span using only preterminal labels.

  23. class HackyLexicalProductionFeaturizer extends RuleAndSpansFeaturizer[String]

  24. class HackyLexicalSplitFeaturizer[W] extends SplitSpanFeaturizer[W]

  25. class HashExtendingIndex[T] extends Index[T] with SafeLogging

    TODO

  26. case class HashFeature(hashBucket: Int) extends Feature with Product with Serializable

  27. case class HeadDepFeature[P](head: Feature, dep: Feature) extends LexFeature with Product with Serializable

  28. case class HeadFeature[P](r: Feature) extends LexFeature with Product with Serializable

  29. case class HeadPairDistanceRuleFeature(rule: Int, lsuff: String, rsuff: String, distance: Int) extends Feature with Product with Serializable

  30. class IdentityWordFeaturizer[W] extends WordFeaturizer[W] with Serializable

  31. trait IndexBuilder[F] extends AnyRef

  32. trait IndexedBilexicalFeatureAnchoring[W] extends AnyRef

  33. trait IndexedBilexicalFeaturizer[W] extends AnyRef

  34. trait IndexedSplitSpanFeatureAnchoring[W] extends IndexedSurfaceAnchoring[W]

  35. trait IndexedSplitSpanFeaturizer[W] extends AnyRef

  36. trait IndexedSurfaceAnchoring[W] extends AnyRef

  37. trait IndexedSurfaceFeaturizer[W] extends AnyRef

  38. trait IndexedWordAnchoring[W] extends AnyRef

  39. trait IndexedWordFeaturizer[W] extends AnyRef

  40. case class IndicatorFeature(a: Any) extends Feature with CachedHashCode with Product with Serializable

    TODO

  41. final case class IndicatorWSFeature(name: Symbol) extends Feature with Product with Serializable

  42. case class LabelFeature[L](l: L) extends Feature with CachedHashCode with Product with Serializable

    TODO

  43. case class LeftHeadDistanceRuleFeature(rule: Int, lsuff: String, distance: Int) extends Feature with Product with Serializable

  44. case class LeftTagDistanceRuleFeature(rule: Int, ltag: String, distance: Int) extends Feature with Product with Serializable

  45. final case class LeftWordFeature(str: Any) extends Feature with Product with Serializable

  46. trait LexFeature extends Feature

  47. class LongestFrequentSuffixFeaturizer extends WordFeaturizer[String] with Serializable

    TODO

  48. class MinimalWordFeaturizer extends WordFeaturizer[String] with Serializable

  49. class MorphFeaturizer extends WordFeaturizer[String] with Serializable

  50. case class MultiSurfaceFeaturizer[W](feats: IndexedSeq[SurfaceFeaturizer[W]]) extends SurfaceFeaturizer[W] with Serializable with Product

  51. case class MultiWordFeaturizer[W](featurizers: IndexedSeq[WordFeaturizer[W]]) extends WordFeaturizer[W] with Serializable with Product

  52. case class NGramBigramFeature(idx: Int) extends Feature with Product with Serializable

  53. case class NGramFeature(n: Int, idx: Int) extends Feature with Product with Serializable

  54. class NGramSpanFeaturizer extends SurfaceFeaturizer[String] with Serializable

  55. case class NGramUnigramFeature(idx: Int) extends Feature with Product with Serializable

  56. class NGramWordFeaturizer[W] extends WordFeaturizer[W]

  57. class NextActualWordFeaturizer extends WordFeaturizer[String] with Serializable

  58. class NonRedundantIndexBuilder[F] extends IndexBuilder[F]

    TODO

  59. class NormalIndexBuilder[F] extends IndexBuilder[F]

    TODO

  60. case class NotFeature(idx: Int) extends Feature with Product with Serializable

  61. case class NthWordCapsAnd(f: Feature) extends Feature with Product with Serializable

  62. case class OffsetFeature(offset: Int, feature: Feature) extends Feature with Product with Serializable

  63. class OffsetWordFeaturizer[W] extends WordFeaturizer[W] with Serializable

  64. case class OrientedNGramFeature(offset: Int, features: IndexedSeq[Feature]) extends Feature with CachedHashCode with Product with Serializable

  65. class PorterStemmer extends (String) ⇒ String

    Converts words to their stemmed form using the classic Porter stemming algorithm.

  66. final case class PrefixFeature(str: String) extends Feature with Product with Serializable

  67. class ProductIndexedBilexicalFeaturizer[W] extends IndexedBilexicalFeaturizer[W] with Serializable

    Annotations
    @SerialVersionUID( 1L )
  68. class ProductSurfaceFeaturizer[W] extends SurfaceFeaturizer[W] with Serializable

  69. class ProductWordFeaturizer[W] extends WordFeaturizer[W] with Serializable

  70. case class PunctuationFeature(f: Feature, dir: Symbol) extends Feature with Product with Serializable

  71. case class RightHeadDistanceRuleFeature(rule: Int, rsuff: String, distance: Int) extends Feature with Product with Serializable

  72. case class RightTagDistanceRuleFeature(rule: Int, rtag: String, distance: Int) extends Feature with Product with Serializable

  73. final case class RightWordFeature(str: Any) extends Feature with Product with Serializable

  74. trait RuleAndSpansFeaturizer[W] extends Serializable

  75. case class RuleBasedHackyHeadFinder() extends HackyHeadFinder[String, String] with Product with Serializable

  76. final case class SeenWithTagFeature(str: Any) extends Feature with Product with Serializable

  77. class SegmentedIndex[T, IndexType] extends Index[Feature]

  78. case class SentenceLengthFeature(length: Int) extends Feature with Product with Serializable

  79. class SentencePropertiesFeaturizer extends WordFeaturizer[String] with SurfaceFeaturizer[String] with Serializable

  80. final case class ShapeFeature(str: String) extends Feature with Product with Serializable

  81. final case class SignatureFeature(str: String) extends Feature with Product with Serializable

  82. case class SpanEdgeFeature(mp1: MarkerPos, mp2: MarkerPos, f1: Feature, f2: Feature) extends Feature with Product with Serializable

  83. trait SpanFeature extends Feature

  84. case class SpanLengthFeature(dist: Int) extends Feature with Product with Serializable

  85. class SpanLengthFeaturizer extends SurfaceFeaturizer[String] with Serializable

  86. case class SpanRelativeFeature(f: Feature, mp: MarkerPos) extends Feature with Product with Serializable

  87. case class SpanShapeFeature(shape: String) extends SpanFeature with Product with Serializable

  88. class SpanShapeFeaturizer extends SurfaceFeaturizer[String] with Serializable

    Annotations
    @SerialVersionUID( 1L )
  89. class SpanShapeFeaturizerBetter extends SurfaceFeaturizer[String] with Serializable

  90. case class SplitFeature(x: Feature) extends Feature with Product with Serializable

  91. trait SplitSpanFeatureAnchoring[W] extends SurfaceFeatureAnchoring[W]

  92. trait SplitSpanFeaturizer[W] extends SurfaceFeaturizer[W]

    TODO

  93. final case class SuffixFeature(str: String) extends Feature with Product with Serializable

  94. trait SurfaceFeatureAnchoring[W] extends AnyRef

  95. trait SurfaceFeaturizer[W] extends Serializable

    TODO

  96. class TabulatedIndexedSurfaceAnchoring[W] extends IndexedSurfaceAnchoring[W] with Serializable

    Annotations
    @SerialVersionUID( 2L )
  97. class TabulatedIndexedWordAnchoring[W] extends IndexedWordAnchoring[W] with Serializable

    Annotations
    @SerialVersionUID( 1L )
  98. class TagDictionaryFeaturizer[L] extends WordFeaturizer[String] with Serializable

    TODO

  99. case class TagSpanShapeFeature(featType: Int, shape: String) extends SpanFeature with Product with Serializable

  100. class TagSpanShapeFeaturizer[L] extends SurfaceFeaturizer[String] with Serializable

    Annotations
    @SerialVersionUID( 1L )
  101. case class TransformedFeature(w: Any) extends Feature with Product with Serializable

  102. class TransformedWordFeaturizer[W] extends WordFeaturizer[W] with Serializable

  103. class WordClassFeaturizer extends WordFeaturizer[String] with Serializable

  104. case class WordFeature(word: Any, kind: Symbol) extends Feature with Product with Serializable

  105. trait WordFeatureAnchoring[W] extends AnyRef

  106. trait WordFeaturizer[W] extends AnyRef

  107. class WordPrefixFeaturizer extends WordFeaturizer[String] with Serializable

  108. class WordPropertyFeaturizer extends WordFeaturizer[String] with Serializable

  109. class WordShapeFeaturizer extends WordFeaturizer[String] with Serializable

  110. class WordSuffixFeaturizer extends WordFeaturizer[String] with Serializable

  111. class ZeroFeaturizer[W] extends WordFeaturizer[W] with SurfaceFeaturizer[W] with Serializable

  112. class ZeroRuleAndSpansFeaturizer[W] extends RuleAndSpansFeaturizer[W]

Value Members

  1. object AttachLeft extends LexFeature with Product with Serializable

  2. object AttachRight extends LexFeature with Product with Serializable

  3. object BeginSentFeature extends Feature with Product with Serializable

  4. object BilexicalFeaturizer

  5. object BoundaryFeature extends Feature with Product with Serializable

  6. object BrownClusters

  7. object CrossProductIndex extends Serializable

  8. object DistanceBinner extends Serializable

  9. object EndSentFeature extends Feature with Product with Serializable

  10. object EnglishWordClassGenerator extends (String) ⇒ String with Serializable

    Converts a string into another string with properties of that string Useful for rare or 0 count words

  11. object HackyHeadFinderTest

  12. object HackyLexicalProductionFeaturizer extends Serializable

  13. object HashFeature extends Serializable

  14. object HierarchicalClusters

    TODO

  15. object IndexedBilexicalFeaturizer

  16. object IndexedSplitSpanFeaturizer

  17. object IndexedSurfaceFeaturizer

  18. object IndexedWordFeaturizer

  19. object LongestFrequentSuffixFeaturizer extends Serializable

  20. object MorphFeaturizer extends Serializable

  21. object NGramSpanFeaturizer extends Serializable

  22. object PorterStemmer extends PorterStemmer

    Converts words to their stemmed form using the classic Porter stemming algorithm.

  23. object RuleAndSpansFeaturizer extends Serializable

  24. object RuleBasedHackyHeadFinder extends Serializable

  25. object SegmentedIndex extends Serializable

  26. object SpanShapeGenerator extends Serializable

  27. object SplitSpanFeaturizer extends Serializable

  28. object StandardSpanFeatures

  29. object SurfaceFeaturizer extends Serializable

  30. object TagDictionaryFeaturizer extends Serializable

  31. object TagSpanShapeGenerator extends Serializable

  32. object WholeSentFeature extends Feature with Product with Serializable

  33. object WholeSentenceIsUpperCaseFeature extends Feature with Product with Serializable

  34. object WordFeaturizer

  35. object WordPropertyFeaturizer extends Serializable

  36. object WordShapeGenerator extends (String) ⇒ String with Serializable

    Generates "word-shapes" that track capitalization patterns and character type patterns.

  37. def buildNonRedundantFeatureIndex[T, F](it: TraversableOnce[T], gen: (T) ⇒ TraversableOnce[F]): Index[F]

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