embeddings

Type Members

1. abstract class ApproachWithWordEmbeddings[A <: ApproachWithWordEmbeddings[A, M], M <: Model[M] with ModelWithWordEmbeddings] extends AnnotatorApproach[M] with HasEmbeddings

   

   Base class for annotators that uses Word Embeddings.

   Base class for annotators that uses Word Embeddings. This implementation is based on RocksDB so it has a compact RAM usage

   1. User configures Word Embeddings by method 'setWordEmbeddingsSource'. 2. During training Word Embeddings are indexed as RockDB index file. 3. Than this index file is spread across the cluster. 4. Every model 'ModelWithWordEmbeddings' uses local RocksDB as Word Embeddings lookup.

2. class ClusterWordEmbeddings extends Serializable

   

3. trait EmbeddingsReadable[T <: ModelWithWordEmbeddings] extends ParamsAndFeaturesReadable[T]

   

4. trait HasEmbeddings extends AutoCloseable with ParamsAndFeaturesWritable

   

5. trait ModelWithWordEmbeddings extends HasEmbeddings

   

   Base class for models that uses Word Embeddings.

   Base class for models that uses Word Embeddings. This implementation is based on RocksDB so it has a compact RAM usage

   Corresponding Approach have to implement AnnotatorWithWordEmbeddings

6. case class WordEmbeddingsRetriever(dbFile: String, nDims: Int, caseSensitive: Boolean, lruCacheSize: Int = 100000) extends Closeable with Product with Serializable