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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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How to use ShapModelInterpreter for SVC (multi-class)?
#270
jeong2624
opened
1 week ago
0
Update numpy requirement from <2.0.0,>=1.23.2 to >=1.23.2,<3.0.0
#269
dependabot[bot]
opened
1 month ago
0
Got error running shap_elimination.fit_compute()
#268
jeong2624
opened
1 month ago
3
Update index.md
#267
ReinierKoops
closed
1 month ago
0
Replace Matplotlib by Plotly for interactive graphs
#266
ReinierKoops
opened
2 months ago
0
Weekly cronjob no longer tests notebooks (for now)
#265
ReinierKoops
closed
1 month ago
0
Update numpy requirement from <2.0.0,>=1.23.2 to >=2.0.0,<3.0.0
#264
dependabot[bot]
closed
2 months ago
4
Merge early stopping with shaprfecv main class
#263
ReinierKoops
closed
2 months ago
2
Bump shap from 0.43.0 to 0.46.0
#262
dependabot[bot]
closed
2 months ago
3
Fixes the use of eval_metric in case of EarlyStoppingShapRFECV with LightGBM
#261
PaulZhutovsky
closed
2 months ago
3
Bump shap from 0.43.0 to 0.45.1
#260
dependabot[bot]
closed
3 months ago
1
eval_metric in EarlyStoppingShapRFECV not used for LGBMClassifier
#259
PaulZhutovsky
closed
2 months ago
1
Create a new tag
#258
erfanian7
closed
6 months ago
3
Update catboost requirement from <1.2 to <1.3
#257
dependabot[bot]
closed
6 months ago
4
upgrade to SHAP 0.44.1 and xgboost>=2.0.2
#256
erfanian7
closed
6 months ago
3
Add seed to explainer + remove np.random.state()
#255
ReinierKoops
closed
6 months ago
1
Update catboost requirement
#254
dependabot[bot]
closed
6 months ago
0
Bump shap from 0.43.0 to 0.45.0
#253
dependabot[bot]
closed
6 months ago
2
SHAPRFECV speedup for bigger use-cases and some simple refactoring.
#252
ReinierKoops
closed
5 months ago
2
Add a notebook which shows the use of Probatus with pySpark
#251
ReinierKoops
closed
5 months ago
0
add PR template
#250
ReinierKoops
closed
6 months ago
1
Allow Dependabot to make PR's for updating dependencies
#249
ReinierKoops
closed
6 months ago
3
Explicit support for Regression, performed major refactoring of tests, removed unused code and updated notebooks to work (again).
#248
ReinierKoops
closed
5 months ago
1
Probatus v3.0.0+ missing features & issues.
#247
ReinierKoops
opened
6 months ago
2
Update all notebooks according to latest code.
#246
ReinierKoops
closed
6 months ago
1
Investigate if parts of the codebase can leverage other libraries code
#245
ReinierKoops
closed
5 months ago
2
Introduce dependabot for help with dependency updates
#244
ReinierKoops
closed
6 months ago
0
Implement fasttreeshap
#243
ReinierKoops
closed
6 months ago
0
Add explicit state setting
#242
ReinierKoops
closed
6 months ago
7
Add explicit support for regressors next to classifiers
#241
ReinierKoops
closed
6 months ago
1
Random state not set consistently.
#240
ReinierKoops
closed
6 months ago
1
Add compatibility for Python 3.12
#239
ReinierKoops
closed
6 months ago
4
Remove rounding of metrics to improve granularity
#238
daaf89
closed
6 months ago
5
simplify probatus: remove 'old' code, update mkdocs config
#237
ReinierKoops
closed
6 months ago
5
AttributeError: module 'numpy' has no attribute 'bool'.
#236
realJPIrwin
closed
6 months ago
2
Fix and reenable notebook tests
#235
adri0
closed
11 months ago
1
Support for shap==0.43.0
#234
detrin
closed
6 months ago
6
python3.12 support
#233
detrin
closed
6 months ago
2
v2.1.1
#232
ReinierKoops
closed
1 year ago
2
Spark Support of ShapRFECV
#231
avinashbarnwal
closed
6 months ago
3
Patch release v2.1.1
#230
detrin
closed
1 year ago
2
Option early_stopping_rounds missing for LightGBM in ShapRFECV
#229
detrin
opened
1 year ago
12
Fixing tests for shap==0.42.1
#228
detrin
closed
1 year ago
5
Antivirus blacklisted and blocked Probatus website
#227
GegznaV
closed
6 months ago
7
[WIP] Update SHAP and fix mkdocs
#226
ReinierKoops
closed
11 months ago
0
Update Probatus to use the latest version of SHAP
#225
ReinierKoops
closed
1 year ago
23
Mkdocs fails
#224
ReinierKoops
closed
11 months ago
2
new version for Probatus
#223
ReinierKoops
closed
1 year ago
0
make plot method in ShapRFECV return a matplotlib figure
#222
fritshermans
closed
1 year ago
0
Unit tests should only contain assertions that make sense in the context of the functionality.
#221
ReinierKoops
closed
6 months ago
2
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