Changes between Tensorflow 1 and Tensorflow 2 and EncoderMap

Version 2 of the Tensorflow package brought some changes with it.

Tensorflow 2

>>> import tensorflow as tf
>>> tf.__version__
2.1
>>> tf.executing_eagerly()
True
>>> import encodermap as em
>>> encodermap.__version__
3.0

Tensorflow 2 in Tensorflow 1 compatibility mode

>>> import tensorflow as tf2
>>> import tensorflow.compat.v1 as tf
>>> tf.disable_eager_execution()
>>> tf2.executing_eagerly()
False
>>> import encodermap.encodermap_tf1 as em
>>> encodermap.__version__
2.0