Github: https://github.com/SeldonIO/alibi

Docs: https://docs.seldon.io/projects/alibi

I’m very excited to share with you a machine learning model explanation and inspection library me and /u/arnaudvl have been working on for the past couple of months. The main goal of the library is to provide high-quality reference implementations of the latest ML model explanation and inspection algorithms within a consistent API.

In the first release we support the following techniques:

• Anchor Explanations

• Contrastive Explanation Method

• Trust Scores

We have many more ideas in development, including additional techniques and improvements to existing ones, you can read more about this in our roadmap.

We are very keen to hear any feedback and hope you enjoy it!