Releases: ZebinYang/gaminet
Releases · ZebinYang/gaminet
v0.5.8
fix bug wrt include_interaction_list; v0.5.7
v0.5.6
fix a bug in calculating clarity loss as sample weight is specified.
v0.5.5
support for monotonicity & convexity
support manually selected interactions (in addition to selected ones).
v0.5.4
- add support for convex and concave constraints (new arguments, i.e., convex_list and concave_list);
- change the way of pruning main effects and pairwise interactions, i.e., from the percentage of the optimal loss to the percentage of loss range.
v 0.5.3
The version used in the GAMI-Net paper.
v0.4.1
Add input clip for pair interactions.
v0.4.0
- fix a bug in calculating the component importance.
- add support for custom learning rate and early stop threshold for the three stages of training.
- Fix a typo in the regularization plot.
- sort local visualization by absolute magnitude.