Normalization - AshokBhat/ml GitHub Wiki

About

• Transform features to be on a similar scale.
• Improves the performance and training stability of the model

Techniques

• Scaling to a range
• Clipping
• Log scaling
• Z-score

FAQ

• What is normalization?
• Why is it applied to input prior to training?

See also

• Training
• Batch normalization