ing-bank/probatus issues and pull requests

#269 - Update numpy requirement from <2.0.0,>=1.23.2 to >=1.23.2,<3.0.0

Pull Request - State: open - Opened by dependabot[bot] about 1 month ago
Labels: dependencies

#268 - Got error running shap_elimination.fit_compute()

Issue - State: open - Opened by jeong2624 about 2 months ago - 3 comments
Labels: bug

#267 - Update index.md

Pull Request - State: closed - Opened by ReinierKoops 2 months ago

#266 - Replace Matplotlib by Plotly for interactive graphs

Issue - State: open - Opened by ReinierKoops 2 months ago
Labels: enhancement

#265 - Weekly cronjob no longer tests notebooks (for now)

Pull Request - State: closed - Opened by ReinierKoops 2 months ago

#264 - Update numpy requirement from <2.0.0,>=1.23.2 to >=2.0.0,<3.0.0

Pull Request - State: closed - Opened by dependabot[bot] 3 months ago - 4 comments
Labels: dependencies

#263 - Merge early stopping with shaprfecv main class

Pull Request - State: closed - Opened by ReinierKoops 3 months ago - 2 comments

#262 - Bump shap from 0.43.0 to 0.46.0

Pull Request - State: closed - Opened by dependabot[bot] 3 months ago - 3 comments
Labels: dependencies

#261 - Fixes the use of eval_metric in case of EarlyStoppingShapRFECV with LightGBM

Pull Request - State: closed - Opened by PaulZhutovsky 4 months ago - 3 comments

#260 - Bump shap from 0.43.0 to 0.45.1

Pull Request - State: closed - Opened by dependabot[bot] 5 months ago - 1 comment
Labels: dependencies

#259 - eval_metric in EarlyStoppingShapRFECV not used for LGBMClassifier

Issue - State: closed - Opened by PaulZhutovsky 5 months ago - 1 comment
Labels: bug

#258 - Create a new tag

Issue - State: closed - Opened by erfanian7 6 months ago - 3 comments

#257 - Update catboost requirement from <1.2 to <1.3

Pull Request - State: closed - Opened by dependabot[bot] 6 months ago - 4 comments
Labels: dependencies

#256 - upgrade to SHAP 0.44.1 and xgboost>=2.0.2

Pull Request - State: closed - Opened by erfanian7 6 months ago - 3 comments

#255 - Add seed to explainer + remove np.random.state()

Issue - State: closed - Opened by ReinierKoops 6 months ago - 1 comment
Labels: enhancement

#254 - Update catboost requirement

Pull Request - State: closed - Opened by dependabot[bot] 6 months ago
Labels: dependencies

#253 - Bump shap from 0.43.0 to 0.45.0

Pull Request - State: closed - Opened by dependabot[bot] 6 months ago - 2 comments
Labels: dependencies

#252 - SHAPRFECV speedup for bigger use-cases and some simple refactoring.

Pull Request - State: closed - Opened by ReinierKoops 6 months ago - 2 comments

#251 - Add a notebook which shows the use of Probatus with pySpark

Issue - State: closed - Opened by ReinierKoops 6 months ago
Labels: enhancement

#250 - add PR template

Pull Request - State: closed - Opened by ReinierKoops 6 months ago - 1 comment

#249 - Allow Dependabot to make PR's for updating dependencies

Pull Request - State: closed - Opened by ReinierKoops 6 months ago - 3 comments

#248 - Explicit support for Regression, performed major refactoring of tests, removed unused code and updated notebooks to work (again).

Pull Request - State: closed - Opened by ReinierKoops 6 months ago - 1 comment

#247 - Probatus v3.0.0+ missing features & issues.

Issue - State: open - Opened by ReinierKoops 7 months ago - 2 comments

#246 - Update all notebooks according to latest code.

Issue - State: closed - Opened by ReinierKoops 7 months ago - 1 comment
Labels: bug

#245 - Investigate if parts of the codebase can leverage other libraries code

Issue - State: closed - Opened by ReinierKoops 7 months ago - 2 comments
Labels: enhancement

#244 - Introduce dependabot for help with dependency updates

Issue - State: closed - Opened by ReinierKoops 7 months ago
Labels: enhancement

#243 - Implement fasttreeshap

Pull Request - State: closed - Opened by ReinierKoops 7 months ago

#242 - Add explicit state setting

Pull Request - State: closed - Opened by ReinierKoops 7 months ago - 7 comments

#241 - Add explicit support for regressors next to classifiers

Issue - State: closed - Opened by ReinierKoops 7 months ago - 1 comment
Labels: enhancement

#240 - Random state not set consistently.

Issue - State: closed - Opened by ReinierKoops 7 months ago - 1 comment
Labels: bug

#239 - Add compatibility for Python 3.12

Pull Request - State: closed - Opened by ReinierKoops 7 months ago - 4 comments

#238 - Remove rounding of metrics to improve granularity

Pull Request - State: closed - Opened by daaf89 7 months ago - 5 comments

#237 - simplify probatus: remove 'old' code, update mkdocs config

Pull Request - State: closed - Opened by ReinierKoops 7 months ago - 5 comments

#236 - AttributeError: module 'numpy' has no attribute 'bool'.

Issue - State: closed - Opened by realJPIrwin 10 months ago - 2 comments

#235 - Fix and reenable notebook tests

Pull Request - State: closed - Opened by adri0 12 months ago - 1 comment

#234 - Support for shap==0.43.0

Issue - State: closed - Opened by detrin 12 months ago - 6 comments
Labels: bug

#233 - python3.12 support

Issue - State: closed - Opened by detrin 12 months ago - 2 comments

#232 - v2.1.1

Pull Request - State: closed - Opened by ReinierKoops about 1 year ago - 2 comments

#231 - Spark Support of ShapRFECV

Issue - State: closed - Opened by avinashbarnwal about 1 year ago - 3 comments
Labels: enhancement

#230 - Patch release v2.1.1

Issue - State: closed - Opened by detrin about 1 year ago - 2 comments

#229 - Option early_stopping_rounds missing for LightGBM in ShapRFECV

Issue - State: open - Opened by detrin about 1 year ago - 12 comments
Labels: enhancement

#228 - Fixing tests for shap==0.42.1

Pull Request - State: closed - Opened by detrin about 1 year ago - 5 comments

#227 - Antivirus blacklisted and blocked Probatus website

Issue - State: closed - Opened by GegznaV about 1 year ago - 7 comments

#226 - [WIP] Update SHAP and fix mkdocs

Pull Request - State: closed - Opened by ReinierKoops about 1 year ago

#225 - Update Probatus to use the latest version of SHAP

Issue - State: closed - Opened by ReinierKoops about 1 year ago - 23 comments
Labels: enhancement

#224 - Mkdocs fails

Issue - State: closed - Opened by ReinierKoops about 1 year ago - 2 comments
Labels: bug

#223 - new version for Probatus

Pull Request - State: closed - Opened by ReinierKoops about 1 year ago

#222 - make plot method in ShapRFECV return a matplotlib figure

Pull Request - State: closed - Opened by fritshermans about 1 year ago

#221 - Unit tests should only contain assertions that make sense in the context of the functionality.

Issue - State: closed - Opened by ReinierKoops about 1 year ago - 2 comments
Labels: enhancement

#220 - Implement automatic feature selection methods

Pull Request - State: closed - Opened by markdregan about 1 year ago - 6 comments

#219 - Implement automatic feature selection methods (Finish work started by #173)

Issue - State: closed - Opened by markdregan about 1 year ago - 2 comments
Labels: enhancement

#218 - Penalty on shap calculation for higher variance

Pull Request - State: closed - Opened by markdregan over 1 year ago - 14 comments

#217 - [WIP] Penalty on shap calculation for higher variance

Pull Request - State: closed - Opened by markdregan over 1 year ago - 2 comments

#216 - Penalize features that have high variance in shap values when computing `calculate_shap_importance`

Issue - State: closed - Opened by markdregan over 1 year ago - 2 comments
Labels: enhancement

#215 - Fix publish_to_pypi.yml

Pull Request - State: closed - Opened by ReinierKoops over 1 year ago

#214 - Add all folders to pre-commit check

Pull Request - State: closed - Opened by ReinierKoops over 1 year ago - 2 comments

#213 - Apply pre-commit to all files

Issue - State: closed - Opened by ReinierKoops over 1 year ago

#212 - Introduce PR template

Issue - State: closed - Opened by anilkumarpanda over 1 year ago
Labels: good first issue

#211 - Deployment of docs failing

Issue - State: closed - Opened by anilkumarpanda over 1 year ago
Labels: documentation

#210 - Incorporate FastTreeSHAP

Issue - State: closed - Opened by ReinierKoops over 1 year ago - 3 comments
Labels: enhancement

#209 - Roadmap 2.0.0: Upcoming features

Issue - State: closed - Opened by ReinierKoops over 1 year ago
Labels: enhancement

#208 - Introduce Type-checking for enhanced verifiability.

Issue - State: closed - Opened by ReinierKoops over 1 year ago - 1 comment
Labels: enhancement

#207 - Remove warning check assertions for tests that have no use for them

Issue - State: closed - Opened by ReinierKoops over 1 year ago - 1 comment

#206 - Probatus 2.0.0: Bump version + add pre-commit hooks

Pull Request - State: closed - Opened by ReinierKoops over 1 year ago

#205 - Add isort + codespell precommit hooks

Issue - State: closed - Opened by ReinierKoops over 1 year ago - 1 comment
Labels: enhancement

#204 - Create version 2.0.0 of Probatus

Issue - State: closed - Opened by ReinierKoops over 1 year ago - 1 comment
Labels: enhancement

#203 - Add support for Python version 3.11

Issue - State: closed - Opened by ReinierKoops over 1 year ago - 1 comment
Labels: important

#202 - Verify if all plots are working after updating to newer version of SHAP

Issue - State: closed - Opened by ReinierKoops over 1 year ago
Labels: important

#201 - Unit tests not working due to deprecation

Issue - State: closed - Opened by ReinierKoops over 1 year ago
Labels: bug

#200 - Drop support for Python 3.7 (silently)

Issue - State: closed - Opened by ReinierKoops over 1 year ago

#199 - Propose fix for failing builds

Pull Request - State: closed - Opened by ReinierKoops over 1 year ago - 2 comments

#198 - Github actions not working

Issue - State: closed - Opened by ReinierKoops over 1 year ago
Labels: bug

#197 - Change to Pandas implementation to keep the order

Pull Request - State: closed - Opened by ReinierKoops over 1 year ago - 1 comment

#196 - Results not reproducible between sessions/kernel restarts

Issue - State: closed - Opened by portscher over 1 year ago - 2 comments
Labels: bug

#195 - How to customize figure when shap_elimination.plot(show=False)

Issue - State: closed - Opened by hahia over 1 year ago - 2 comments

#194 - Fix nondeterministic behavior

Pull Request - State: closed - Opened by ReinierKoops over 1 year ago

#193 - Fit allows setting of seed for shapExplainer

Issue - State: closed - Opened by ReinierKoops over 1 year ago
Labels: bug

#192 - (Early)ShapRFECV makes use of sets instead of orderedSet

Issue - State: closed - Opened by ReinierKoops over 1 year ago
Labels: bug

#191 - Remove unnecessary rounding of metrics.

Pull Request - State: closed - Opened by christophermadsen about 2 years ago - 1 comment

#190 - Remove rounding from metrics added to reports.

Issue - State: closed - Opened by christophermadsen about 2 years ago

#189 - LightGBM : AttributeError: 'TreeEnsemble' object has no attribute 'values'

Issue - State: closed - Opened by mirix about 2 years ago - 3 comments
Labels: bug

#188 - Compatibility early stopping with old lgbm

Pull Request - State: closed - Opened by Alcoholrithm over 2 years ago - 2 comments

#187 - Value Error in EarlyStoppingShapRFECV when I use LGBM as clf

Issue - State: closed - Opened by Alcoholrithm over 2 years ago - 2 comments
Labels: bug

#186 - Fix CI failing on python 3.7

Pull Request - State: closed - Opened by timvink over 2 years ago - 1 comment

#185 - Actions fail on python 3.7

Issue - State: closed - Opened by operte over 2 years ago - 4 comments
Labels: bug

#184 - 170 fix shap error cat features

Pull Request - State: closed - Opened by ClaudioSalvatoreArcidiacono over 2 years ago

#183 - can this package be used for Local and global Interpretability , feature importance?

Issue - State: closed - Opened by kalkite over 2 years ago - 3 comments
Labels: enhancement

#182 - Add ability to use "Grouped" CV instances from scikit-learn

Pull Request - State: closed - Opened by PaulZhutovsky over 2 years ago - 3 comments

#181 - Allow for group-based cross-validation objects from scikit-learn

Issue - State: closed - Opened by PaulZhutovsky over 2 years ago
Labels: enhancement

#180 - Fix unit test issues

Pull Request - State: closed - Opened by ClaudioSalvatoreArcidiacono over 2 years ago

#179 - unit tests fail

Issue - State: closed - Opened by gverbock over 2 years ago

#178 - Correct mask dimension

Pull Request - State: closed - Opened by gverbock over 2 years ago - 3 comments

#177 - Drop explicit support for python 3.6 as it is end of life, add 3.10

Pull Request - State: closed - Opened by timvink almost 3 years ago - 5 comments

#176 - Masking based on columns not rows

Issue - State: closed - Opened by gverbock almost 3 years ago - 4 comments

#175 - Compatibility early stopping catboost

Pull Request - State: closed - Opened by ClaudioSalvatoreArcidiacono almost 3 years ago - 9 comments

#174 - Multi class shap rfecv

Pull Request - State: closed - Opened by lproth almost 3 years ago - 4 comments

#173 - #31 ShapRFECV implement best features set

Pull Request - State: closed - Opened by eduardo-lourenco almost 3 years ago - 4 comments

#172 - #51 Add option to overlap importance on train and test in plot of ShapModelInterpreter

Pull Request - State: closed - Opened by eduardo-lourenco almost 3 years ago - 3 comments

#171 - #150 Return SHAP values with ShapRFECV fit_compute call

Pull Request - State: closed - Opened by eduardo-lourenco almost 3 years ago - 4 comments

#170 - EarlyStoppingShapRFECV with LightGBM - Error after all categorical features have been removed

Issue - State: closed - Opened by lproth almost 3 years ago - 4 comments
Labels: bug

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