布尔类型的Tensorflow特征工程

Question

My dataset (CSV format) contains a boolean type (0 or 1) When I'm defining my features in Tensorflow I have been defining float64 as tf.contrib.layers.real_valued_column .

salesPercentile                  333919 non-null float64

Using real_valued_column :

sales_percentile = tf.contrib.layers.real_valued_column('sales_percentile')

What option do I have for boolean types?

nationBestSeller         333919 non-null bool
localBestSeller          333919 non-null bool

Answer 1

real_valued_column should handle the bool too. since for the network it's a float value (one or zero)