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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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FIGS Demo Notebook Update
#158
mepland
closed
9 months ago
2
Full sample_weight support for FIGS
#157
mepland
opened
1 year ago
0
Updates to HS
#156
yanshuotan
closed
1 year ago
1
Spelling Corrections
#155
mepland
closed
1 year ago
2
Added Gini Importances
#154
mepland
closed
1 year ago
15
Add max_tree hyperparameter
#153
mepland
closed
1 year ago
2
Add max_trees hyperparameter for FIGS?
#152
mepland
closed
1 year ago
2
init impl
#151
OmerRonen
closed
1 year ago
1
FIGS Classifier use sigmoid in predict_proba
#150
mepland
closed
1 year ago
1
Change FIGS predict_proba to use sigmoid?
#149
mepland
closed
1 year ago
0
Added support for regressors to [extract_sklearn_tree_from_figs].
#148
holoubekm
closed
1 year ago
1
'BoostedRulesClassifier' object has no attribute 'complexity_'
#147
yinweisu
closed
1 year ago
6
BoostedRulesClassifier sometimes throws an exception
#146
Wan-xiaohui
closed
1 year ago
3
GreedyRuleListClassifier has wildly varying performance and sometimes crashes
#145
davidefiocco
closed
1 year ago
4
Missing import in README
#144
davidefiocco
closed
1 year ago
1
Fix model name in readme example
#143
davidefiocco
closed
1 year ago
0
FIGS Tweaks 3
#142
mepland
closed
1 year ago
1
Deprecation warning coming from setuptools
#140
mepland
closed
1 year ago
1
FIGS Fixes 2
#139
mepland
closed
1 year ago
0
FIGS Fixes
#138
mepland
closed
1 year ago
4
Bug in Readme: Hierarchical Shrinkage Doesn't Support HistGradientBoostingRegressor
#137
bridgream
closed
1 year ago
1
Implement Dynamic CDI
#136
OmerRonen
opened
1 year ago
1
Add support for `dtreeviz` visualizations
#135
mepland
opened
1 year ago
0
Fixed FIGS plotting
#134
mepland
closed
1 year ago
8
RuleFitClassifier(tree_generator = GradientBoostingClassifier()) not working as per documentation
#133
Manuelhrokr
opened
1 year ago
0
FIGS print and plot return different trees
#132
mepland
closed
1 year ago
1
RuleFitClassifier not working with simple example using iris data
#131
gialmisi
opened
1 year ago
4
122 hstree multiclass classification support
#130
csinva
closed
1 year ago
1
Unable to replicate results on `diabetes` data from paper
#129
abhishek-ghose
opened
1 year ago
6
Create mean decrease in impurity (MDI) feature importances for tree-based models
#127
mattheweplandKH
opened
1 year ago
1
Added optional feature_names parameter to print_tree()
#126
mattheweplandKH
closed
1 year ago
1
Parallelize HSTree application to fitted forest models
#125
Innixma
opened
1 year ago
0
efficient cv
#124
OmerRonen
closed
1 year ago
6
Fixed invalid escape sequence DeprecationWarning
#123
mattheweplandKH
closed
1 year ago
1
HSTree Multiclass Classification Support
#122
Innixma
closed
1 year ago
4
Speeding up HS with LOOCV
#121
Innixma
closed
1 year ago
5
add multi-class response capabilities for gjMDI ridge and logistic
#120
tiffanymtang
closed
2 years ago
0
how to visualize rules for *Rule*-methods where there is no method ".vizualize()"
#119
avraam-inside
opened
2 years ago
3
Rulefit with categories + multi-column problems
#117
avraam-inside
closed
1 year ago
2
Any 'apply' method like in sklearn so that I can get leave node membership for any data?
#116
asudjianto
opened
2 years ago
1
Rf feat imp
#115
yanshuotan
closed
2 years ago
1
show class counts when printing figs
#114
keyan3
closed
2 years ago
0
plot function for figs
#113
OmerRonen
closed
2 years ago
1
Figs viz
#112
OmerRonen
closed
1 year ago
2
support RandomForestClassifier in RuleFitClassifier?
#111
JSONG006
closed
2 years ago
1
FIGSRegressor is not reconised by sklearn as regressor
#110
athammad
closed
2 years ago
1
gosdt sim
#109
OmerRonen
closed
2 years ago
2
allow tao update scoring based on other data
#108
keyan3
closed
2 years ago
0
Figs tweaks
#107
yanshuotan
closed
2 years ago
1
Include readme.md
#106
thewchan
closed
2 years ago
0
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