In the dyAE.py file, the code in line 113 should be
x_diff = Subtract()([x_hat, x_pred])
rather than
x_diff = Subtract()([x_hat, x_in])
Also, in dyAE program, batch_generator_dynae function didn't use lookback information, which didn't match the algorithm proposed in the dyngraph2vec paper.
In the dyAE.py file, the code in line 113 should be
rather than
Also, in dyAE program, batch_generator_dynae function didn't use lookback information, which didn't match the algorithm proposed in the dyngraph2vec paper.