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csinva
/
imodels
Interpretable ML package 🔍 for concise, transparent, and accurate predictive modeling (sklearn-compatible).
https://csinva.io/imodels
MIT License
1.39k
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Introduce GOSDTClassifier
#59
keyan3
closed
2 years ago
1
Add conda-forge package
#58
candalfigomoro
opened
3 years ago
3
Very useful git
#57
PARODBE
closed
3 years ago
1
Add "Fast & Frugal Trees" (AKA "fftrees")
#56
austospumanto
opened
3 years ago
1
Update docs + remove autogluon wrappers
#55
csinva
closed
3 years ago
0
Add autogluon model wrappers
#54
csinva
closed
3 years ago
0
Boa corels
#53
csinva
closed
3 years ago
0
Issue with feature_names in GreedyRuleListClassifier
#52
pauldebdeep9
closed
3 years ago
3
New discretization algorithms
#51
csinva
closed
3 years ago
0
Fix pytest and expand percentiles
#50
sms1097
closed
3 years ago
1
Slipper
#49
sms1097
closed
3 years ago
10
Feature Importance
#48
MohamedHmini
closed
3 years ago
1
add rf n_estimators param
#47
keyan3
closed
3 years ago
0
Rulefit speedup
#46
keyan3
closed
3 years ago
0
Simple discretizer
#45
keyan3
closed
3 years ago
0
[JOSS] Review
#44
jungtaekkim
closed
3 years ago
0
[JOSS] Guide for installation
#43
jungtaekkim
closed
3 years ago
2
Begin stable rules experimentation
#42
keyan3
closed
3 years ago
1
Develop install option
#41
keyan3
closed
3 years ago
0
Parallel pipeline
#40
keyan3
closed
3 years ago
1
Workflow cleanup
#39
keyan3
closed
3 years ago
0
comparison pipeline improvements
#38
keyan3
closed
3 years ago
0
Comparisons improvements
#37
keyan3
closed
3 years ago
0
Sklearn compat
#36
csinva
closed
3 years ago
0
BRL string feature handling
#35
keyan3
closed
3 years ago
0
Slim classifier
#34
keyan3
closed
3 years ago
0
BayesianRuleListClassifier Type Error with Categorical Features
#33
ryanallen82
closed
3 years ago
1
Py3.9
#32
csinva
closed
3 years ago
0
Complexity comparisons
#31
keyan3
closed
3 years ago
3
Fpskope and other improvements
#30
keyan3
closed
3 years ago
2
Test cleanup
#29
keyan3
closed
3 years ago
1
modular fpgrowth/discretization and FPLasso model
#28
keyan3
closed
3 years ago
1
Test fixes
#27
keyan3
closed
3 years ago
3
update setup.py
#26
csinva
closed
3 years ago
0
SlimRegressor error
#25
ukamath
closed
3 years ago
1
Issues importing BoostedRulesClassifier
#24
ukamath
closed
3 years ago
1
3.6 support
#23
keyan3
closed
3 years ago
2
print test coverage
#22
keyan3
closed
3 years ago
0
Update contributing.md
#21
keyan3
closed
3 years ago
0
Demo nbs as tests
#20
keyan3
closed
3 years ago
2
suppress userwarnings in skope tests and convergencewarnings in rulefit tests
#19
keyan3
closed
3 years ago
0
BRL input handling
#18
csinva
closed
3 years ago
0
SLIMRegressor error
#17
ukamath
closed
3 years ago
1
SkopeRules output
#16
ukamath
closed
3 years ago
1
One class to Rule them all
#15
keyan3
closed
3 years ago
0
Python3.8 support
#14
keyan3
closed
3 years ago
1
Update python-package.yml
#13
keyan3
closed
3 years ago
0
no_cache_dir in test env
#12
keyan3
closed
3 years ago
0
max_rules parameter now enforced in RuleFit
#11
keyan3
closed
3 years ago
1
rulefit now working for IAI
#10
keyan3
closed
3 years ago
1
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