embeddings

Type Members

1. class BertEmbeddings extends AnnotatorModel[BertEmbeddings] with WriteTensorflowModel with HasEmbeddingsProperties with HasStorageRef with HasCaseSensitiveProperties

   

2. class ChunkEmbeddings extends AnnotatorModel[ChunkEmbeddings]

   

3. class ElmoEmbeddings extends AnnotatorModel[ElmoEmbeddings] with WriteTensorflowModel with HasEmbeddingsProperties with HasStorageRef with HasCaseSensitiveProperties

   

   Embeddings from a language model trained on the 1 Billion Word Benchmark.

   Embeddings from a language model trained on the 1 Billion Word Benchmark.

   Note that this is a very computationally expensive module compared to word embedding modules that only perform embedding lookups. The use of an accelerator is recommended.

4. trait EmbeddingsCoverage extends AnyRef

   

5. trait HasEmbeddingsProperties extends Params

   

6. trait ReadBertTensorflowModel extends ReadTensorflowModel

   

7. trait ReadElmoTensorflowModel extends ReadTensorflowModel

   

8. trait ReadUSETensorflowModel extends ReadTensorflowModel

   

9. trait ReadablePretrainedBertModel extends ParamsAndFeaturesReadable[BertEmbeddings] with HasPretrained[BertEmbeddings]

   

10. trait ReadablePretrainedElmoModel extends ParamsAndFeaturesReadable[ElmoEmbeddings] with HasPretrained[ElmoEmbeddings]

    

11. trait ReadablePretrainedUSEModel extends ParamsAndFeaturesReadable[UniversalSentenceEncoder] with HasPretrained[UniversalSentenceEncoder]

    

12. trait ReadablePretrainedWordEmbeddings extends StorageReadable[WordEmbeddingsModel] with HasPretrained[WordEmbeddingsModel]

    

13. trait ReadsFromBytes extends AnyRef

    

14. class SentenceEmbeddings extends AnnotatorModel[SentenceEmbeddings]

    

15. class UniversalSentenceEncoder extends AnnotatorModel[UniversalSentenceEncoder] with WriteTensorflowModel

    

16. class WordEmbeddings extends AnnotatorApproach[WordEmbeddingsModel] with HasStorage with HasEmbeddingsProperties

    

17. class WordEmbeddingsModel extends AnnotatorModel[WordEmbeddingsModel] with HasEmbeddingsProperties with HasStorageModel with ParamsAndFeaturesWritable

    

18. class WordEmbeddingsReader extends StorageReader[Array[Float]] with ReadsFromBytes

    

19. class WordEmbeddingsWriter extends StorageBatchWriter[Array[Float]] with ReadsFromBytes