Reference code for LSTM Variational Autoencoder for dimensionality reduction

I have time series data, with many features. I would like to reduce the dimentionality by using LSTM VAE.

Does anybody know an example code or a reference to guide me to impolement it? Both Pytorch and Keras are ok