[ENH] Add DL anomaly detection algorithm: LSTM-AD

[itsdivya1309]

Reference Issues/PRs

Issue: #1637

What does this implement/fix? Explain your changes.

Implemented LSTM-AD algorithm for time series anomaly detection.

Does your contribution introduce a new dependency? If yes, which one?

No, it uses tensorflow and scipy.