interpretml DiCE issues

interpretml / DiCE

Generate Diverse Counterfactual Explanations for any machine learning model.

https://interpretml.github.io/DiCE/

MIT License

1.31k stars 183 forks source link

issues

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Counterfactuals dataframes have rounded target values

#440 Mchristos opened 1 week ago
1
DiCE_getting_started_feasible notebook typo resulting in failure to render

#439 dvirzg opened 1 month ago
0
AttributeError: 'PrivateData' object has no attribute 'data_df'

#438 deepakupman opened 2 months ago
0
Update python-package.yml to comment out upload of code coverage report to codecov

#436 gaugup closed 2 months ago
1
Update requirements-deeplearning.txt to add upper pin for tensorflow

#435 gaugup closed 2 months ago
1
Fix linting errors

#434 gaugup closed 2 months ago
0
Factual presented in explanation is different from original factual

#433 fabiensatalia opened 3 months ago
1
Can't import dice_ml because of raiutils lib

#432 luana-garcia opened 3 months ago
2
DiCE for Custom Model Input

#431 VarunRavi95 opened 4 months ago
0
Desired output is 1 and query is the one which has the original output 0. How to select such queries?

#430 asha24choudhary opened 4 months ago
0
Dice Object Initialization Error

#429 ntheol opened 4 months ago
0
Origin/main

#427 abuliga closed 4 months ago
0
Permitted range

#426 GoMinh opened 5 months ago
0
Error when opening the notebook "DiCE_getting_started_feasible.ipynb".

#425 robiim opened 5 months ago
0
Update explainer_base.py

#424 praveenjune17 opened 6 months ago
1
Update requirements.txt to remove pandas pin

#423 gaugup opened 6 months ago
0
pandas > 2.0.0 should be supported

#422 yairVanti opened 6 months ago
0
TypeError: expected str, bytes or os.PathLike object, not CatBoostRegressor

#421 TopCoder2K closed 6 months ago
3
Upgrade setup-python from v4 to v5

#420 gaugup closed 6 months ago
2
Update checkout action version number from 3 to 4

#419 gaugup closed 6 months ago
2
Enable test case `test_columns_out_of_order`

#418 gaugup closed 7 months ago
2
Sometimes Counterfactuals generated with random method have wrong class

#417 benediktsatalia opened 7 months ago
1
Add more samples to test data to fix flaky tests

#416 gaugup closed 8 months ago
4
fix: TensorFlow explainers have the same signature as the rest

#415 asendotsinski opened 8 months ago
2
updating package publish workflow due to 2FA used by PyPI

#414 amit-sharma closed 8 months ago
1
Version Bump: Update to v0.11

#413 amit-sharma closed 8 months ago
1
Ensure same type for CF output as the input features

#412 amit-sharma closed 8 months ago
2
Unexpected Behavior in Calculating ”feature_weight_list“ leads to abnormal loss?

#411 Siki-cloud opened 8 months ago
0
How to generate CF for three-dimensional dataset

#410 xueyagaga opened 8 months ago
0
Add support python 3.12

#409 gaugup opened 8 months ago
2
Update README.rst to add MIT license badge

#408 gaugup closed 9 months ago
2
"ValueError: DataFrame.dtypes for data must be int, float or bool. Did not expect the data types in fields" even for the columns with type as

#407 aakash086 opened 9 months ago
1
TypeError: _generate_counterfactuals() got an unexpected keyword argument 'feature_weights'

#406 Siki-cloud opened 9 months ago
2
fix the "AttributeError" bug

#405 Siki-cloud opened 9 months ago
0
Use `create_housing_data()` and `create_iris_data()` APIs from `rai_test_utils`

#404 gaugup closed 9 months ago
2
Raise user error when any of the query instances has missing values

#403 gaugup closed 9 months ago
2
Implement Counterplots

#402 rmazzine opened 9 months ago
1
Correct calling parameters of `math.isclose()` in `display_df`

#401 gaugup closed 9 months ago
2
Create separate workflow for linting jupyter notebooks

#400 gaugup closed 9 months ago
2
Remove pins on flake8 linting packages

#399 gaugup closed 9 months ago
2
Take dependency on `rai_test_utils` for some common model pipelines in tests

#398 gaugup closed 9 months ago
2
Change from pandas append method to pd.concat

#397 gaugup closed 9 months ago
2
Update requirements-deeplearning.txt to remove bound on python version

#396 gaugup closed 9 months ago
2
Update requirements-test.txt to remove torch

#395 gaugup closed 9 months ago
2
Update python-package.yml to remove fail-fast option

#394 gaugup closed 9 months ago
2
Update README.rst to add notebook build status

#393 gaugup closed 10 months ago
0
Return original class labels without encoding

#392 amit-sharma closed 8 months ago
3
show(shap_local) in .py file

#391 jckkvs closed 10 months ago
0
('Feature', ... , 'has a value outside the dataset.') caused by type mismatch

#390 dylan-kelahealth opened 10 months ago
3
Update requirements-linting.txt to add flake8-all-not-strings

#389 gaugup closed 10 months ago
0