This git repository contains the research environments (in colab) for the deep learning latent variable models for time series data modelling. Available models and their tasks are,
| Model | Classification | Prediction | Forecasting | Generation | Colab Link |
|---|---|---|---|---|---|
| LSTM | - | x | x | - | LSTM |
| Auto Encoder | x | x | x | - | LSTM AE |
| Variational AutoEncoder | x | - | - | x | LSTM VAE |
| Variational AutoEncoders + Generative Adversarial Network | x | - | - | x | LSTM VAEGAN |