tomekceszke / gas-consumption-forecast

Attempt to use Machine Learning to predict natural gas consumption for domestic needs

Gas consumption forecast

Attempt to use Machine Learning to predict natural gas consumption for domestic needs like heating and cooking. As a training data I used my historical values.

• Prediction method: Polynomial Regression
• Optimization: Normal Equation

Note

• Written only for educational purposes
• Intentionally written in pure Matlab language, using only elementary arithmetic operations:

Models

Training efficiency

Requirements

• Octave