SarahAlidoost

Presenting cluster information in tables and plots

4

The dataframes used for creating tables, scatter and box plots have three columns `cluster-id`, `cluster-ranking` and `capri_rank`. Here are two examples where there are `Unclustered` and `Other` groups in the...

Use of set env_prompt needs more explanations

1

In [Episode 02](https://carpentries-incubator.github.io/introduction-to-conda-for-data-scientists/02-working-with-environments/index.html), it is shown how to modify the `env_prompt` setting in the `.condarc` file, following the command `conda config --set env_prompt '({name})'`. It would be useful to add...

Add tests for kernelshap_tabular

1

There is no test for module `kernelshap_tabular.py`, see [tests/methods](https://github.com/dianna-ai/dianna/tree/main/tests/methods).

The shap values are all 0 for the triangle.

Some methods use random generators. When re-running notebooks, the results might change. So, we should set the seed when it is possible.

When selecting LIME in the text explanations, it returns an error: ``` TypeError: Error due to following unused kwargs: {'rand_state': 2} Traceback: File "/home/sarah/miniconda3/envs/dianna/lib/python3.11/site-packages/streamlit/runtime/scriptrunner/script_runner.py", line 535, in _run_script exec(code, module.__dict__)...

The output of lime text is not consistent with rise text

1

For text, both methods RISE and LIME return a tuple of `(token, index, importance)`, however, the output of RISE is sorted by the "index" whereas they are sorted by "importance"...