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ing-bank
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probatus
Validation (like Recursive Feature Elimination for SHAP) of (multiclass) classifiers & regressors and data used to develop them.
https://ing-bank.github.io/probatus
MIT License
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Implement automatic feature selection methods
#220
markdregan
closed
1 year ago
6
Implement automatic feature selection methods (Finish work started by #173)
#219
markdregan
closed
1 year ago
2
Penalty on shap calculation for higher variance
#218
markdregan
closed
1 year ago
14
[WIP] Penalty on shap calculation for higher variance
#217
markdregan
closed
1 year ago
2
Penalize features that have high variance in shap values when computing `calculate_shap_importance`
#216
markdregan
closed
1 year ago
2
Fix publish_to_pypi.yml
#215
ReinierKoops
closed
1 year ago
0
Add all folders to pre-commit check
#214
ReinierKoops
closed
1 year ago
2
Apply pre-commit to all files
#213
ReinierKoops
closed
1 year ago
0
Introduce PR template
#212
anilkumarpanda
closed
7 months ago
0
Deployment of docs failing
#211
anilkumarpanda
closed
1 year ago
0
Incorporate FastTreeSHAP
#210
ReinierKoops
closed
8 months ago
3
Roadmap 2.0.0: Upcoming features
#209
ReinierKoops
closed
1 year ago
0
Introduce Type-checking for enhanced verifiability.
#208
ReinierKoops
closed
8 months ago
1
Remove warning check assertions for tests that have no use for them
#207
ReinierKoops
closed
1 year ago
1
Probatus 2.0.0: Bump version + add pre-commit hooks
#206
ReinierKoops
closed
1 year ago
0
Add isort + codespell precommit hooks
#205
ReinierKoops
closed
1 year ago
1
Create version 2.0.0 of Probatus
#204
ReinierKoops
closed
1 year ago
1
Add support for Python version 3.11
#203
ReinierKoops
closed
1 year ago
1
Verify if all plots are working after updating to newer version of SHAP
#202
ReinierKoops
closed
8 months ago
0
Unit tests not working due to deprecation
#201
ReinierKoops
closed
1 year ago
0
Drop support for Python 3.7 (silently)
#200
ReinierKoops
closed
1 year ago
0
Propose fix for failing builds
#199
ReinierKoops
closed
1 year ago
2
Github actions not working
#198
ReinierKoops
closed
1 year ago
0
Change to Pandas implementation to keep the order
#197
ReinierKoops
closed
1 year ago
1
Results not reproducible between sessions/kernel restarts
#196
portscher
closed
1 year ago
2
How to customize figure when shap_elimination.plot(show=False)
#195
hahia
closed
8 months ago
2
Fix nondeterministic behavior
#194
ReinierKoops
closed
1 year ago
0
Fit allows setting of seed for shapExplainer
#193
ReinierKoops
closed
1 year ago
0
(Early)ShapRFECV makes use of sets instead of orderedSet
#192
ReinierKoops
closed
1 year ago
0
Remove unnecessary rounding of metrics.
#191
christophermadsen
closed
1 year ago
1
Remove rounding from metrics added to reports.
#190
christophermadsen
closed
1 year ago
0
LightGBM : AttributeError: 'TreeEnsemble' object has no attribute 'values'
#189
mirix
closed
8 months ago
3
Compatibility early stopping with old lgbm
#188
Alcoholrithm
closed
1 year ago
2
Value Error in EarlyStoppingShapRFECV when I use LGBM as clf
#187
Alcoholrithm
closed
1 year ago
2
Fix CI failing on python 3.7
#186
timvink
closed
2 years ago
1
Actions fail on python 3.7
#185
operte
closed
1 year ago
4
170 fix shap error cat features
#184
ClaudioSalvatoreArcidiacono
closed
2 years ago
0
can this package be used for Local and global Interpretability , feature importance?
#183
kalkite
closed
2 years ago
3
Add ability to use "Grouped" CV instances from scikit-learn
#182
PaulZhutovsky
closed
2 years ago
3
Allow for group-based cross-validation objects from scikit-learn
#181
PaulZhutovsky
closed
2 years ago
0
Fix unit test issues
#180
ClaudioSalvatoreArcidiacono
closed
2 years ago
0
unit tests fail
#179
gverbock
closed
2 years ago
0
Correct mask dimension
#178
gverbock
closed
2 years ago
3
Drop explicit support for python 3.6 as it is end of life, add 3.10
#177
timvink
closed
2 years ago
5
Masking based on columns not rows
#176
gverbock
closed
2 years ago
4
Compatibility early stopping catboost
#175
ClaudioSalvatoreArcidiacono
closed
2 years ago
9
Multi class shap rfecv
#174
lproth
closed
11 months ago
4
#31 ShapRFECV implement best features set
#173
eduardo-lourenco
closed
1 year ago
4
#51 Add option to overlap importance on train and test in plot of ShapModelInterpreter
#172
eduardo-lourenco
closed
1 year ago
3
#150 Return SHAP values with ShapRFECV fit_compute call
#171
eduardo-lourenco
closed
1 year ago
4
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