Hubert Baniecki

fix stopping Arena with `flask`

1

closes #503 hopefully fixes our CI and conda CI

run python tests and see if they broke due to changes in `flask` v2.1

1

possibly the cause of broken CI in https://github.com/conda-forge/dalex-feedstock/pull/6 set a temporary requirement for the dependencies: `werkzeug` < 2.1

ValueError: numpy.ndarray size changed, may indicate binary incompatibility. Expected 96 from C header, got 88 from PyObject

3

Some random `numpy` error breaks our Python 3.10 CI https://stackoverflow.com/questions/71448239/valueerror-numpy-ndarray-size-changed-may-indicate-binary-incompatibility-exp

...and possibly remove the conversion from pandas to numpy in ShapWrapper. Then, `explainer.model_info['arrays_accepted']` would become redundant, which in fact fixes https://github.com/ModelOriented/DALEX/issues/507 by making the scikit Pipeline fail gracefully in the...

update code for newer versions of `pandas`

if `model_type` is not None --> override guessing of `classification`/`regression` https://github.com/ModelOriented/DALEX/blob/daf33cbe54f0b624973722f4d208cb5edaa55cb4/python/dalex/dalex/_explainer/checks.py#L184

add `variable_splits` to modelStudio

1

In a general case, it would be a possible fix to #109 while the issue might still be rather xgboost-specific.

❓❔ FAQ & Troubleshooting ❔❓

6

# modelStudio FAQ & Troubleshooting Most of the information is covered in the documentation: https://modelstudio.drwhy.ai/ ----------------------- :sparkles: **Please, submit a new issue when dealing with potential bugs. Thanks!** :sparkles: -------------------...

[joss] software paper comments

1

https://github.com/openjournals/joss-reviews/issues/3934 Hi, I hope these comments help in improving the paper. **Comments** 1. The paper's title could see a change. It says "PySS3: A new interpretable and simple machine learning...

AAAI 2022 https://arxiv.org/abs/2112.09669