Incompatible with current version of Keras

[STSpencer]

Hi,
I've found a couple of issues related to use of this code with Keras 2.2.4 in sim-gan.py that cause errors.

1. Line 72 needs to be changed to y = layers.merge.Add()([input_features, y])
2. Line 177 needs to be changed to data_format='channels_last')
   Thanks for providing the code, it's very helpful.

[noushinha]

Thanks a lot for providing the code. Very simple and easy to follow.

layers.merge is no longer available in new versions of the keras.
So I changed layers.merge to layers.Add and it solved the version incompatibility issue. However, later it causes a 'shape miss match error between input_feature and y.

Any idea how to solve this?

P.S: I am using the .h5 files from the Kaggle repo so the size of input data is (55, 35) for both datasets.

Best,
noushin