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epic

features

package features

TODO

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Type Members

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

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

    Annotations
    @SerialVersionUID()
  12. class ContextWordFeaturizer [W] extends WordFeaturizer[W] with Serializable

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

    Annotations
    @SerialVersionUID()
  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
    Annotations
    @SerialVersionUID()
  17. case class DistFeature (distance: Int, f: Any) extends LexFeature with Product with Serializable
  18. class DistanceBinner extends Serializable

    Annotations
    @SerialVersionUID()
  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
    Annotations
    @SerialVersionUID()
  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.

    HackyHeadFinders find "heads" in a span using only preterminal labels. It doesn't use the syntactic structure of the sentence.

  23. class HackyLexicalProductionFeaturizer extends RuleAndSpansFeaturizer[String]
  24. class HackyLexicalSplitFeaturizer [W] extends SplitSpanFeaturizer[W]
  25. class HashExtendingIndex [T] extends Index[T] with SerializableLogging

    TODO

    TODO

    Annotations
    @SerialVersionUID()
  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

    Annotations
    @SerialVersionUID()
  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

    TODO

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

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

    Annotations
    @SerialVersionUID()
  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

    Annotations
    @SerialVersionUID()
  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
    Annotations
    @SerialVersionUID()
  62. case class OffsetFeature (offset: Int, feature: Feature) extends Feature with Product with Serializable
    Annotations
    @SerialVersionUID()
  63. class OffsetWordFeaturizer [W] extends WordFeaturizer[W] with Serializable

    Annotations
    @SerialVersionUID()
  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
    Annotations
    @SerialVersionUID()
  67. class ProductIndexedBilexicalFeaturizer [W] extends IndexedBilexicalFeaturizer[W] with Serializable
    Annotations
    @SerialVersionUID()
  68. class ProductSurfaceFeaturizer [W] extends SurfaceFeaturizer[W] with Serializable

    Annotations
    @SerialVersionUID()
  69. class ProductWordFeaturizer [W] extends WordFeaturizer[W] with Serializable

    Annotations
    @SerialVersionUID()
  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
    Annotations
    @SerialVersionUID()
  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
    Annotations
    @SerialVersionUID()
  77. class SegmentedIndex [T, IndexType] extends Index[Feature]

    Annotations
    @SerialVersionUID()
  78. case class SentenceLengthFeature (length: Int) extends Feature with Product with Serializable
    Annotations
    @SerialVersionUID()
  79. class SentencePropertiesFeaturizer extends WordFeaturizer[String] with SurfaceFeaturizer[String] with Serializable

    Annotations
    @SerialVersionUID()
  80. final case class ShapeFeature (str: String) extends Feature with Product with Serializable
    Annotations
    @SerialVersionUID()
  81. final case class SignatureFeature (str: String) extends Feature with Product with Serializable
    Annotations
    @SerialVersionUID()
  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
    Annotations
    @SerialVersionUID()
  85. class SpanLengthFeaturizer extends SurfaceFeaturizer[String] with Serializable

    Annotations
    @SerialVersionUID()
  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()
  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
    Annotations
    @SerialVersionUID()
  94. trait SurfaceFeatureAnchoring [W] extends AnyRef

  95. trait SurfaceFeaturizer [W] extends Serializable

    TODO

  96. class TabulatedIndexedSurfaceAnchoring [W] extends IndexedSurfaceAnchoring[W] with Serializable
    Annotations
    @SerialVersionUID()
  97. class TabulatedIndexedWordAnchoring [W] extends IndexedWordAnchoring[W] with Serializable
    Annotations
    @SerialVersionUID()
  98. class TagDictionaryFeaturizer [L] extends WordFeaturizer[String] with Serializable

    TODO

    TODO

    Annotations
    @SerialVersionUID()
  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()
  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
    Annotations
    @SerialVersionUID()
  105. trait WordFeatureAnchoring [W] extends AnyRef

  106. trait WordFeaturizer [W] extends AnyRef

  107. class WordPrefixFeaturizer extends WordFeaturizer[String] with Serializable
    Annotations
    @SerialVersionUID()
  108. class WordPropertyFeaturizer extends WordFeaturizer[String] with Serializable
    Annotations
    @SerialVersionUID()
  109. class WordShapeFeaturizer extends WordFeaturizer[String] with Serializable

    Annotations
    @SerialVersionUID()
  110. class WordSuffixFeaturizer extends WordFeaturizer[String] with Serializable
    Annotations
    @SerialVersionUID()
  111. class ZeroFeaturizer [W] extends WordFeaturizer[W] with SurfaceFeaturizer[W] with Serializable
  112. class ZeroRuleAndSpansFeaturizer [W] extends RuleAndSpansFeaturizer[W]

Value Members

  1. def buildNonRedundantFeatureIndex[T, F](it: TraversableOnce[T], gen: (T) ⇒ TraversableOnce[F]): Index[F]
  2. object AttachLeft extends LexFeature with Product with Serializable
  3. object AttachRight extends LexFeature with Product with Serializable
  4. object BeginSentFeature extends Feature with Product with Serializable
  5. object BilexicalFeaturizer
  6. object BoundaryFeature extends Feature with Product with Serializable
    Annotations
    @SerialVersionUID()
  7. object BrownClusters

  8. object CrossProductIndex extends Serializable
  9. object DistanceBinner extends Serializable
  10. object EndSentFeature extends Feature with Product with Serializable
  11. 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

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

    Annotations
    @SerialVersionUID()
  12. object HackyHeadFinderTest
  13. object HackyLexicalProductionFeaturizer extends Serializable
  14. object HashFeature extends Serializable
  15. object HierarchicalClusters

    TODO

  16. object IndexedBilexicalFeaturizer
  17. object IndexedSplitSpanFeaturizer
  18. object IndexedSurfaceFeaturizer
  19. object IndexedWordFeaturizer

  20. object LongestFrequentSuffixFeaturizer extends Serializable
  21. object MorphFeaturizer extends Serializable
  22. object NGramSpanFeaturizer extends Serializable
  23. object PorterStemmer extends PorterStemmer

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

  24. object RuleAndSpansFeaturizer extends Serializable
  25. object RuleBasedHackyHeadFinder extends Serializable
  26. object SegmentedIndex extends Serializable
  27. object SpanShapeGenerator extends Serializable

  28. object SplitSpanFeaturizer extends Serializable
  29. object StandardSpanFeatures extends Serializable
    Annotations
    @SerialVersionUID()
  30. object SurfaceFeaturizer extends Serializable
  31. object TagDictionaryFeaturizer extends Serializable
  32. object TagSpanShapeGenerator extends Serializable

  33. object WholeSentFeature extends Feature with Product with Serializable
  34. object WholeSentenceIsUpperCaseFeature extends Feature with Product with Serializable
    Annotations
    @SerialVersionUID()
  35. object WordFeaturizer
  36. object WordPropertyFeaturizer extends Serializable
  37. object WordShapeGenerator extends (String) ⇒ String with Serializable

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

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

Inherited from AnyRef

Inherited from Any

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