Class Reuters

Dataset of 11,228 newswires from Reuters, labeled over 46 topics. As with the IMDB dataset, each wire is encoded as a sequence of word indexes (same conventions).

Inheritance

System.Object

Keras

Base

Reuters

Implements

System.IDisposable

Inherited Members

Base.Parameters

Base.None

Base.Init()

Base.ToPython()

Base.InvokeStaticMethod(Object, String, Dictionary<String, Object>)

Base.InvokeMethod(String, Dictionary<String, Object>)

Base.Item[String]

Keras.Instance

Keras.keras

Keras.keras2onnx

Keras.tfjs

Keras.Dispose()

Keras.ToTuple(Array)

Keras.ToList(Array)

System.Object.Equals(System.Object)

System.Object.Equals(System.Object, System.Object)

System.Object.GetHashCode()

System.Object.GetType()

System.Object.MemberwiseClone()

System.Object.ReferenceEquals(System.Object, System.Object)

System.Object.ToString()

Namespace: Keras.Datasets

Assembly: Keras.dll

Syntax

public class Reuters : Base, IDisposable

Methods

LoadData(String, Nullable<Int32>, Int32, Nullable<Int32>, Single, Int32, Int32, Int32, Int32)

Loads the data.

Declaration

public static ((NDarray, NDarray), (NDarray, NDarray))LoadData(string path = "reuters.npz", int? num_words = default(int? ), int skip_top = 0, int? maxlen = default(int? ), float test_split = 0.2F, int seed = 113, int start_char = 1, int oov_char = 2, int index_from = 3)

Parameters

Type	Name	Description
System.String	path	The path. to load text
System.Nullable<System.Int32>	num_words	The number words.
System.Int32	skip_top	Skip top number of records.
System.Nullable<System.Int32>	maxlen	The max length.
System.Single	test_split	The test split.
System.Int32	seed	The seed.
System.Int32	start_char	The start character.
System.Int32	oov_char	The oov character.
System.Int32	index_from	The index from.

Returns

Type	Description
System.ValueTuple<System.ValueTuple<Numpy.NDarray, Numpy.NDarray>, System.ValueTuple<Numpy.NDarray, Numpy.NDarray>>

Implements

System.IDisposable