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Releases: ZebinYang/gaminet

v0.6.0

13 Dec 10:45
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remove files not used

v0.5.8

20 Apr 10:59
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fix bug wrt include_interaction_list; v0.5.7

v0.5.6

20 Oct 15:57
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fix a bug in calculating clarity loss as sample weight is specified.

v0.5.5

18 Oct 07:21
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support for monotonicity & convexity
support manually selected interactions (in addition to selected ones).

v0.5.4

10 Oct 07:29
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  1. add support for convex and concave constraints (new arguments, i.e., convex_list and concave_list);
  2. 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

10 Oct 07:24
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The version used in the GAMI-Net paper.

v0.4.1

29 Jun 05:11
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Add input clip for pair interactions.

v0.4.0

18 Jun 08:07
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  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.