Time Series Analysis and Prediction

This is the final project for LighthouseLabs. It performs time series analysis and predicts future values based on statistical and ml models:

• ARIMA
• SARIMA
• LSTM
• CNN-LSTM
• Conv-LSTM

The time series data is pulled from the EIA website for gasoline and other petroleum product consumption

The deployed application can be accessed here

Table of Contents

• Data
• Source
  • Modules
  • Tests
  • Experiments
• Output
  • Predictions
  • Figures