Arima is a simple example of implemention of Autoregressive Integrated Moving Average Model (ARIMA) in Python, training it on past sine wave data of 4 pi and then making prediction of future 4 pi. Steps are as follows.
- Pip install Pyramid ARIMA.
- Import pandas, numpy, matplotlib.pyplot and pmdamira.
- Create 4 pi sine wave data.
- Create auto_arima model.
- Train auto_arima model on 4 pi sine wave data.
- Predict future 4 pi data.
- Verify predictions.