5 instantiations of WordEmbeddingTransformer
Microsoft.ML.Transforms (5)
Text\WordEmbeddingsExtractor.cs (5)
242return new WordEmbeddingTransformer(env, options.CustomLookupTable, cols).MakeDataTransform(input); 244return new WordEmbeddingTransformer(env, options.ModelKind.Value, cols).MakeDataTransform(input); 274return new WordEmbeddingTransformer(h, ctx); 955transformer = new WordEmbeddingTransformer(_host, _customLookupTable, _columns); 957transformer = new WordEmbeddingTransformer(_host, _modelKind.Value, _columns);
34 references to WordEmbeddingTransformer
Microsoft.ML.Core.Tests (2)
UnitTests\TestEntryPoints.cs (2)
4535var embedding = Transforms.Text.TextAnalytics.WordEmbeddings(Env, new WordEmbeddingTransformer.Options() 4538Columns = new[] { new WordEmbeddingTransformer.Column { Name = "Features", Source = "Text" } },
Microsoft.ML.Transforms (32)
EntryPoints\TextAnalytics.cs (5)
135Desc = WordEmbeddingTransformer.Summary, 136UserName = WordEmbeddingTransformer.UserName, 137ShortName = WordEmbeddingTransformer.ShortName)] 138public static CommonOutputs.TransformOutput WordEmbeddings(IHostEnvironment env, WordEmbeddingTransformer.Options input) 144var view = WordEmbeddingTransformer.Create(h, input, input.Data);
Text\WordEmbeddingsExtractor.cs (27)
21[assembly: LoadableClass(WordEmbeddingTransformer.Summary, typeof(IDataTransform), typeof(WordEmbeddingTransformer), typeof(WordEmbeddingTransformer.Options), 22typeof(SignatureDataTransform), WordEmbeddingTransformer.UserName, "WordEmbeddingsTransform", WordEmbeddingTransformer.ShortName, DocName = "transform/WordEmbeddingsTransform.md")] 24[assembly: LoadableClass(WordEmbeddingTransformer.Summary, typeof(IDataTransform), typeof(WordEmbeddingTransformer), null, typeof(SignatureLoadDataTransform), 25WordEmbeddingTransformer.UserName, WordEmbeddingTransformer.LoaderSignature)] 27[assembly: LoadableClass(typeof(WordEmbeddingTransformer), null, typeof(SignatureLoadModel), 28WordEmbeddingTransformer.UserName, WordEmbeddingTransformer.LoaderSignature)] 30[assembly: LoadableClass(typeof(IRowMapper), typeof(WordEmbeddingTransformer), null, typeof(SignatureLoadRowMapper), 31WordEmbeddingTransformer.UserName, WordEmbeddingTransformer.LoaderSignature)] 86loaderAssemblyName: typeof(WordEmbeddingTransformer).Assembly.FullName); 154/// Instantiates <see cref="WordEmbeddingTransformer"/> using the pretrained word embedding model specified by <paramref name="modelKind"/>. 167/// Instantiates <see cref="WordEmbeddingTransformer"/> using the custom word embedding model by loading it from the file specified by the <paramref name="customModelFile"/>. 179/// Instantiates <see cref="WordEmbeddingTransformer"/> using the pretrained word embedding model specified by <paramref name="modelKind"/>. 195/// Instantiates <see cref="WordEmbeddingTransformer"/> using the custom word embedding model by loading it from the file specified by the <paramref name="customModelFile"/>. 268internal static WordEmbeddingTransformer Create(IHostEnvironment env, ModelLoadContext ctx) 310private readonly WordEmbeddingTransformer _parent; 313public Mapper(WordEmbeddingTransformer parent, DataViewSchema inputSchema) 763public sealed class WordEmbeddingEstimator : IEstimator<WordEmbeddingTransformer> 948/// Trains and returns a <see cref="WordEmbeddingTransformer"/>. 950public WordEmbeddingTransformer Fit(IDataView input) 953WordEmbeddingTransformer transformer;