Preprocessing data

[egomiciamur]

• 6.3.1. Standardization, or mean removal and variance scaling
• 6.3.2. Non-linear transformation
• 6.3.3. Normalization
• 6.3.4. Encoding categorical features
• 6.3.5. Discretization
• 6.3.6. Imputation of missing values
• 6.3.7. Generating polynomial features
• 6.3.8. Custom transformers