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csinva
/
imodels
Interpretable ML package 🔍 for concise, transparent, and accurate predictive modeling (sklearn-compatible).
https://csinva.io/imodels
MIT License
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`.predict` returns class indices (integers), not class labels; `.score` doesn't work
#209
Gabriel-Kissin
closed
5 days ago
3
Is it worth implementing or importing KAN?
#208
helq
closed
5 days ago
2
Importing "HSTreeRegressor" gets ImportError
#207
emacheng
opened
2 weeks ago
1
Dicretizers Throw Errors
#206
mattyshen
opened
1 month ago
0
Add support for pandas 2.2.2 by avoiding duplicating columns
#205
Hagai
closed
1 month ago
1
model.plot() doesn't work
#204
jacons
closed
1 month ago
1
FIGS with Multiclass Classification
#203
FoRward-999
opened
2 months ago
0
How to calculate shapley values for HSTreeClassifier
#202
victor-ML
opened
2 months ago
0
Fixed skope rules not working with scikit-learn version 1.2 and up.
#201
gialmisi
closed
4 months ago
1
RuleFit parameter `sample_fract` seems to do nothing
#200
Feelx234
opened
5 months ago
0
HSTree 'works' without error with unsupported sklearn models, but doesn't do anything
#199
bking124
opened
5 months ago
0
No function to extract rules from HSTreeClassifierCV
#198
Vikram12301
opened
5 months ago
0
Updation in colab notebook
#197
Vikram12301
opened
6 months ago
0
Add comment about residuals
#196
yanshuotan
closed
6 months ago
0
No support for class_weight = "balanced" in FIGSClassifier
#195
faridmusayev
opened
7 months ago
0
Trouble with FIGS
#194
LuisaMaria2010
opened
7 months ago
0
How to extract rules from BoostedRulesClassifier?
#193
LuisaMaria2010
opened
7 months ago
0
HSTreeClassifierCV ignore the feature name
#192
FBoyang
closed
7 months ago
1
How to implement the importance of variable and rule in the RuleFitClassifier algorithm?
#190
ssqkDrs
opened
9 months ago
0
How to extract rules from FIGSClassifier ?
#189
frankl1
opened
10 months ago
2
add mdi+ to readme
#188
tiffanymtang
closed
10 months ago
0
Follow up #184 - print(estimator)
#187
jckkvs
closed
7 months ago
6
Bugs about fit SLIMClassifier, BayesianRuleSetClassifier, SlipperClassifier, TaoTreeRegressor
#186
jckkvs
opened
11 months ago
0
Problem importing functions from module `imodels.importance`
#185
facusapienza21
closed
11 months ago
2
Revert "Update hierarchical_shrinkage, fix bugs, change attribute name"
#184
csinva
closed
11 months ago
0
Update hierarchical_shrinkage, fix bugs, change attribute name
#183
jckkvs
closed
11 months ago
3
DeprecationWarning: Conversion of an array with ndim > 0 to a scalar is deprecated, and will error in future
#182
davips
closed
10 months ago
1
'FIGS' object has no attribute 'decision_function'
#181
davips
closed
11 months ago
1
Temporary fix ZeroDivisionError Fix #179
#180
jckkvs
closed
1 year ago
0
FIGSRegressor failed to calculate importance_data_tree
#179
jckkvs
closed
1 year ago
0
Implement __init__ of HSTreeRegressor, HSTreeClassifier
#178
jckkvs
closed
1 year ago
0
Fix #176 about BoostedRulesClassifier, BoostedRulesRegressor
#177
jckkvs
closed
1 year ago
2
BoostedRulesClassifier, BoostedRulesRegressor not working with sklearn cross_validate
#176
jckkvs
closed
1 year ago
3
HSTree LOOCV Speed-up
#175
csinva
opened
1 year ago
0
HS Speed up fitting loop
#174
OmerRonen
closed
1 year ago
0
Inconsistent types for RuleFit._extract_rules()
#173
marcjulianschwarz
closed
1 year ago
1
MDI+ implementation
#172
tiffanymtang
closed
1 year ago
1
Is library supporting scikit-learn API such as XGBoost or LightGBM compatible to HSTreeClassifier/Regressor?
#171
HyukdongKim
closed
1 year ago
0
GreedyRulesListClassifier rules don't describe points in all decision regions in some cases
#170
davidefiocco
closed
1 year ago
2
Rules list cutoffs are not printed in string representations of GreedyRulesListClassifier
#169
davidefiocco
opened
1 year ago
2
Fix greedy rule list classifier bug raised in #167
#168
mcschmitz
closed
1 year ago
1
Possible bugs in GreedyRuleListClassifier
#167
mcschmitz
closed
1 year ago
3
Link to Skope Rules in README brings elsewhere
#166
davidefiocco
closed
1 year ago
0
Fix link to SkopeRulesClassifier in README
#165
davidefiocco
closed
1 year ago
1
Importing imodels changes default matplotlib plot size config
#164
davidefiocco
closed
1 year ago
1
Understanding the engineered features in Autogluaon.
#163
vinay-k12
opened
1 year ago
6
'RuleFitRegressor' object has no attribute 'get_rules'
#162
vinay-k12
closed
1 year ago
1
FIGS dtreeviz support broken
#161
csinva
closed
8 months ago
5
HSTree sample weight as positional argument is incompatible with scikit API
#160
bbstats
closed
1 year ago
3
Broken links in docs
#159
boltzmann-brain
closed
1 year ago
1
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