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The following are 30 code examples for showing how to use keras.datasets.reuters.load_data().These examples are extracted from open source projects. You can vote up the ones you like or vote down the ones you don't like, and go to the original project or source file by following the links above each example.

What Are The Keras datasets?

Imports

Loads the Reuters newswire classification dataset. This is a dataset of 11,228 newswires from Reuters, labeled over 46 topics. This was originally generated by parsing and preprocessing the classic Reuters-21578 dataset, but the preprocessing code is no longer packaged with Keras.

Public API for tf.keras.datasets.reuters namespace. ... Retrieves a dict mapping words to their index in the Reuters dataset.

12.08.2021 · Public API for tf.keras.datasets.reuters namespace.

Loads the Reuters newswire classification dataset. This is a dataset of 11,228 newswires from Reuters, labeled over 46 topics.

This was originally generated by parsing and preprocessing the classic Reuters-21578 dataset, but the preprocessing code is no longer packaged with Keras.

from keras.datasets import reutersUsing TensorFlow backend.(x_train, y_train), (x_test, y_test) = reuters.load_data(num_words=None, ...

Datasets. The tf.keras.datasets module provide a few toy datasets (already-vectorized, in Numpy format) that can be used for debugging a model or creating simple code examples. If you are looking for larger & more useful ready-to-use datasets, take a look at TensorFlow Datasets.

... CSV file I/O (e.g. pd.read_csv) from keras.datasets import reuters # load and split data into training set and test set (train_data, train_labels), ...

Unfortunately, there is no information about the Reuters dataset in Keras documentation. Is it possible to clarify how this dataset gathered ...

Loads the Reuters newswire classification dataset. This is a dataset of 11,228 newswires from Reuters, labeled over 46 topics. This was originally generated by parsing and preprocessing the classic Reuters-21578 dataset, but the preprocessing code is no longer packaged with Keras.

from keras.datasets import reuters (X_train, y_train), (X_test, y_test) = reuters.load_data(path="reuters.pkl", ...

Aug 12, 2021 · Public API for tf.keras.datasets.reuters namespace.

Unfortunately it seems that Keras dataset lacks information about topics. You could use nltk version of the same dataset.

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

from keras. preprocessing. sequence import _remove_long_seq: from keras. utils. data_utils import get_file: from tensorflow. python. platform import tf_logging as logging: from tensorflow. python. util. tf_export import keras_export @ keras_export ('keras.datasets.reuters.load_data') def load_data (path = 'reuters.npz', num_words = None, skip ...

The following are 30 code examples for showing how to use keras.datasets.reuters.load_data().These examples are extracted from open source projects. You can vote up the ones you like or vote down the ones you don't like, and go to the original project or source file by following the links above each example.