W3cubDocs

/TensorFlow Python

tf.contrib.learn.extract_pandas_data

tf.contrib.learn.extract_pandas_data(data)

Defined in tensorflow/contrib/learn/python/learn/learn_io/pandas_io.py.

See the guide: Learn (contrib) > Input processing

Extract data from pandas.DataFrame for predictors. (deprecated)

THIS FUNCTION IS DEPRECATED. It will be removed in a future version. Instructions for updating: Please access pandas data directly.

Given a DataFrame, will extract the values and cast them to float. The DataFrame is expected to contain values of type int, float or bool.

Args:

  • data: pandas.DataFrame containing the data to be extracted.

Returns:

A numpy ndarray of the DataFrame's values as floats.

Raises:

  • ValueError: if data contains types other than int, float or bool.

© 2018 The TensorFlow Authors. All rights reserved.
Licensed under the Creative Commons Attribution License 3.0.
Code samples licensed under the Apache 2.0 License.
https://www.tensorflow.org/api_docs/python/tf/contrib/learn/extract_pandas_data