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.