Intepretability engine

Interpret your black-box model deployed in Serving Engine

Installation

pip3 install interpretability-engine

Usage

interpretability-engine --token XXX --deployment-url https://localhost:8080 --samples-path my_dataset.csv --features 0 1 2 --method 'pdp'

Note:

• Instead of using a local csv file, you can use swift with the right paramters to retrieve the samples
• You can save the result of the interpretation with --output-file
• Type interpretability-engine -h or check misc/integration-tests.sh to have more information

PDP method

License

3-clause BSD