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WordEmbeddingEstimator.PretrainedModelKind Enum

  • Reference

Definition

Namespace:
Microsoft.ML.Transforms.Text
Assembly:
Microsoft.ML.Transforms.dll
Package:
Microsoft.ML v3.0.1
Package:
Microsoft.ML v1.0.0
Package:
Microsoft.ML v1.1.0
Package:
Microsoft.ML v1.2.0
Package:
Microsoft.ML v1.3.1
Package:
Microsoft.ML v1.4.0
Package:
Microsoft.ML v1.5.5
Package:
Microsoft.ML v1.6.0
Package:
Microsoft.ML v1.7.0
Package:
Microsoft.ML v2.0.0

Specifies which word embeddings to use.

public enum WordEmbeddingEstimator.PretrainedModelKind
type WordEmbeddingEstimator.PretrainedModelKind = 
Public Enum WordEmbeddingEstimator.PretrainedModelKind
Inheritance
Enum
WordEmbeddingEstimator.PretrainedModelKind

Fields

Name Value Description
GloVe50D 0

GloVe 50 dimensional word embeddings.
GloVe100D 1

GloVe 100 dimensional word embeddings.
GloVe200D 2

GloVe 200 dimensional word embeddings.
GloVe300D 3

GloVe 300 dimensional word embeddings.
GloVeTwitter25D 4

GloVe 25 dimensional word embeddings trained on Twitter data.
GloVeTwitter50D 5

GloVe 50 dimensional word embeddings trained on Twitter data.
GloVeTwitter100D 6

GloVe 100 dimensional word embeddings trained on Twitter data.
GloVeTwitter200D 7

GloVe 200 dimensional word embeddings trained on Twitter data.
FastTextWikipedia300D 8

FastText 300 dimensional word embeddings trained on Wikipedia.
SentimentSpecificWordEmbedding 9

Word embeddings trained on sentiment analysis tasks.

Applies to