time_series

time series forecasting examples

what’s included:

1. Fourier-based forecasting (.py and notebook)
2. Discrete time Kalman Filter (.py) and derivation of discrete time Kalman Filter. KF is used to estimate states for a ballistic missile in 2 dimensions
3. LSTM-based forecasting (single step and multi-step) of electricity consumption