kserve/docs/samples/explanation/alibi/alibiexplainer

Alibi Model Explainer

Alibi server is an implementation of a KFServer for providing black box model explanation for KFServer models.

To start the server locally for development needs, run the following command under this folder in your github repository.

make dev_install

After poetry has installed dependencies you should see:

	      Successfully installed alibiexplainer

You can check for successful installation by running the following command

$ python alibiexplainer/__main__.py {AnchorTabular|AnchorText|AnchorImages}  
...
2024-10-17 15:48:59.751 51916 kserve INFO [explainer.py:__init__():54] Predict URL set to None

Samples

To run a local example follow the income classifier explanation sample.

Development

Install the development dependencies with:

make dev_install

The following indicates a successful install:

      Successfully installed alibiexplainer
	      

To run static type checks:

mypy --ignore-missing-imports alibiexplainer

An empty result will indicate success.