Jinwoo Park, thank you.

1. Yes, I recommend using TensorFlow 2.0. It has the benefits of Keras as well as better efficiency.
2. I was drafting the LSTM autoencoder regularization but in the process I realized I should explain few other things first. So I published the previous article on LSTM understanding. I will be publishing a few other intermediate article to get to the LSTM Autoencoder.