Trait

smile.nlp

Operators

Related Doc: package nlp

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trait Operators extends AnyRef

High level NLP operators.

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  1. by any2stringadd
  2. by StringFormat
  3. by Ensuring
  4. by ArrowAssoc
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  1. final def !=(arg0: Any): Boolean

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  2. final def ##(): Int

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  3. def +(other: String): String

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    Implicit information
    This member is added by an implicit conversion from Operators to any2stringadd[Operators] performed by method any2stringadd in scala.Predef.
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    any2stringadd
  4. def ->[B](y: B): (Operators, B)

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    Implicit information
    This member is added by an implicit conversion from Operators to ArrowAssoc[Operators] performed by method ArrowAssoc in scala.Predef.
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    ArrowAssoc
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    @inline()
  5. final def ==(arg0: Any): Boolean

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  6. final def asInstanceOf[T0]: T0

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  7. def bigram(p: Double, minFreq: Int, text: String*): Array[BigramCollocation]

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    Identify bigram collocations whose p-value is less than the given threshold.

    Identify bigram collocations whose p-value is less than the given threshold.

    p

    the p-value threshold

    minFreq

    the minimum frequency of collocation.

    text

    input text.

    returns

    significant bigram collocations in descending order of likelihood ratio.

  8. def bigram(k: Int, minFreq: Int, text: String*): Array[BigramCollocation]

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    Identify bigram collocations (words that often appear consecutively) within corpora.

    Identify bigram collocations (words that often appear consecutively) within corpora. They may also be used to find other associations between word occurrences.

    Finding collocations requires first calculating the frequencies of words and their appearance in the context of other words. Often the collection of words will then requiring filtering to only retain useful content terms. Each ngram of words may then be scored according to some association measure, in order to determine the relative likelihood of each ngram being a collocation.

    k

    finds top k bigram.

    minFreq

    the minimum frequency of collocation.

    text

    input text.

    returns

    significant bigram collocations in descending order of likelihood ratio.

  9. def clone(): AnyRef

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  10. def corpus(text: Seq[String]): SimpleCorpus

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    Creates an in-memory text corpus.

    Creates an in-memory text corpus.

    text

    a set of text.

  11. def ensuring(cond: (Operators) ⇒ Boolean, msg: ⇒ Any): Operators

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    Implicit information
    This member is added by an implicit conversion from Operators to Ensuring[Operators] performed by method Ensuring in scala.Predef.
    Definition Classes
    Ensuring
  12. def ensuring(cond: (Operators) ⇒ Boolean): Operators

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    Implicit information
    This member is added by an implicit conversion from Operators to Ensuring[Operators] performed by method Ensuring in scala.Predef.
    Definition Classes
    Ensuring
  13. def ensuring(cond: Boolean, msg: ⇒ Any): Operators

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    Implicit information
    This member is added by an implicit conversion from Operators to Ensuring[Operators] performed by method Ensuring in scala.Predef.
    Definition Classes
    Ensuring
  14. def ensuring(cond: Boolean): Operators

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    Implicit information
    This member is added by an implicit conversion from Operators to Ensuring[Operators] performed by method Ensuring in scala.Predef.
    Definition Classes
    Ensuring
  15. final def eq(arg0: AnyRef): Boolean

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  16. def equals(arg0: Any): Boolean

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  17. def finalize(): Unit

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  18. def formatted(fmtstr: String): String

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    This member is added by an implicit conversion from Operators to StringFormat[Operators] performed by method StringFormat in scala.Predef.
    Definition Classes
    StringFormat
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    @inline()
  19. final def getClass(): Class[_]

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  20. def hashCode(): Int

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  21. final def isInstanceOf[T0]: Boolean

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

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  23. def ngram(maxNGramSize: Int, minFreq: Int, text: String*): Seq[Seq[NGram]]

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    An Apiori-like algorithm to extract n-gram phrases.

    An Apiori-like algorithm to extract n-gram phrases.

    maxNGramSize

    The maximum length of n-gram

    minFreq

    The minimum frequency of n-gram in the sentences.

    text

    input text.

    returns

    An array of sets of n-grams. The i-th entry is the set of i-grams.

  24. final def notify(): Unit

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  25. final def notifyAll(): Unit

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  26. def postag(sentence: String): Array[PennTreebankPOS]

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    Part-of-speech taggers.

    Part-of-speech taggers.

    sentence

    a sentence.

    returns

    the pos tags.

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

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  28. def toString(): String

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  29. final def wait(): Unit

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

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

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  32. def [B](y: B): (Operators, B)

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    Implicit information
    This member is added by an implicit conversion from Operators to ArrowAssoc[Operators] performed by method ArrowAssoc in scala.Predef.
    Definition Classes
    ArrowAssoc

Inherited from AnyRef

Inherited from Any

Inherited by implicit conversion any2stringadd from Operators to any2stringadd[Operators]

Inherited by implicit conversion StringFormat from Operators to StringFormat[Operators]

Inherited by implicit conversion Ensuring from Operators to Ensuring[Operators]

Inherited by implicit conversion ArrowAssoc from Operators to ArrowAssoc[Operators]

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