symmetric

Type Members

1. trait ReadablePretrainedSymmetric extends ParamsAndFeaturesReadable[SymmetricDeleteModel] with HasPretrained[SymmetricDeleteModel]

   

2. class SymmetricDeleteApproach extends AnnotatorApproach[SymmetricDeleteModel] with SymmetricDeleteParams

   

   Created by danilo 16/04/2018, Symmetric Delete spelling correction algorithm.

   Created by danilo 16/04/2018, Symmetric Delete spelling correction algorithm. It retrieves tokens and utilizes distance metrics to compute possible derived words.

   Inspired by https://github.com/wolfgarbe/SymSpell

   See https://github.com/JohnSnowLabs/spark-nlp/blob/master/src/test/scala/com/johnsnowlabs/nlp/annotators/spell/symmetric/SymmetricDeleteModelTestSpec.scala for further reference.

3. class SymmetricDeleteModel extends AnnotatorModel[SymmetricDeleteModel] with HasSimpleAnnotate[SymmetricDeleteModel] with SymmetricDeleteParams

   

   Created by danilo 16/04/2018,

   Created by danilo 16/04/2018,

   Inspired on https://github.com/wolfgarbe/SymSpell

   The Symmetric Delete spelling correction algorithm reduces the complexity of edit candidate generation and dictionary lookup for a given Damerau-Levenshtein distance. It is six orders of magnitude faster (than the standard approach with deletes + transposes + replaces + inserts) and language independent.

   See https://github.com/JohnSnowLabs/spark-nlp/blob/master/src/test/scala/com/johnsnowlabs/nlp/annotators/spell/symmetric/SymmetricDeleteModelTestSpec.scala for further reference.

4. trait SymmetricDeleteParams extends Params