LSTM model prediction scaling with loaded model
Answering to my own question:
One way to do it was to use joblib dumping the scalers that were used in the training process.
More about it is discussed in here: https://stackoverflow.com/questions/41993565/save-minmaxscaler-model-in-sklearn
Works the same way for LSTM.