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[P] Alibi – a library for machine learning model inspection and interpretation

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:

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!

submitted by /u/jklaise
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Toronto AI is a social and collaborative hub to unite AI innovators of Toronto and surrounding areas. We explore AI technologies in digital art and music, healthcare, marketing, fintech, vr, robotics and more. Toronto AI was founded by Dave MacDonald and Patrick O'Mara.