Gaminet

The version used in the GAMI-Net paper.

Add input clip for pair interactions.

1. fix a bug in calculating the component importance.
2. add support for custom learning rate and early stop threshold for the three stages of training.
3. Fix a typo in the regularization plot.
4. sort local visualization by absolute magnitude.