Skip to content

Releases: csinva/imodels

Add distillation + minor fixes

19 Jan 19:56
Compare
Choose a tag to compare
v1.2.2

support old and new sklearn discretizer

Shrunk trees and data processing improvements

06 Dec 02:24
Compare
Choose a tag to compare

Shrunk trees added + data util improvements

Added models (C4.5, saps, greedytreeregressor) + remove experiments unnecessary files

15 Nov 21:34
518c674
Compare
Choose a tag to compare
Merge pull request #64 from csinva/saps

Remove experiments

Improved model printing

27 Oct 21:31
Compare
Choose a tag to compare
v1.0.3

fix boosted rules feat names

Add explain_classification_errors

12 Oct 01:03
Compare
Choose a tag to compare
  • add function to explain classification errors
  • improve string printing for several models, especially corels

v1.0.1

04 Oct 19:56
Compare
Choose a tag to compare

Rename RuleSets, update packaging code

New models + update docs

25 Sep 04:36
0a94da5
Compare
Choose a tag to compare

Add new classifiers, SlipperRuleClassifier, BOAClassifier, CorelsRuleListClassifier.

Cleaned up some discretizer code.

Updated docs.

Includes discretizers + SLIPPER

20 Jul 00:24
56b6851
Compare
Choose a tag to compare

Adder support for SLIPPER and new discretizer algorithms.

Increased sklearn-compatibility

11 Mar 18:51
Compare
Choose a tag to compare

Increased compatibility with sklearn.

One API change: SLIM models now take alpha parameter in init function rather than lambda_reg parameter in fit function.

Include FPLasso, FPSkope

17 Feb 20:20
Compare
Choose a tag to compare

Refactor rule set functions and recombine to create FPLasso + FPSkope