Predicting solar panel output

Predicting the solar panel production for photovoltaic cells on the roof of a house in urban Germany.

Part 1: Exploratory Data Analysis (EDA)

• Article (Weather data): kyso.io
• Article (Photovoltaic production data): kyso.io

Part 2: Missing value treatment

• Article: kyso.io

Part 3: Model selection

• Multi Linear Regression: kyso.io
• Polynomial Regression: kyso.io
• Random Forest Regression: kyso.io
• Support Vector Regression: kyso.io
• Decision Tree Regression: kyso.io
• XGBoost Regression: kyso.io
• Artificial Neural Network Regression: kyso.io
• Model comparison: kyso.io