ModelOriented / ModelOriented/DALEX
`model_type` can override automatic choice of `predict_function` in Explainer
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feature 💡
long term 📆
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Description
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
Contributor guide
First steps
- Read the whole issue, then the project's contributing guide.
- Comment on the issue to say you are picking it up — it saves two people doing the same work.
- Fork the repository and make your change on a branch.
- Open a pull request that references the issue number.
Research direction
Start in python/dalex/dalex/_explainer/checks.py around line 184, where the issue identifies the automatic classification/regression choice. Confirm the expected precedence for a non-None model_type and verify that the Explainer uses it instead of guessing predict_function; run the relevant Python test suite to check the behavior.
Written by the indexing model from the issue text.
Assessment
- Tech stack
- python
- Domain
- machine-learning
- Issue type
- Feature
- Difficulty
- 2/5
- Estimated time
- 1-3 hours
- Activity status
- Stale
- Clarity
- Clearly specified
- Newbie friendliness
- 45/100