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Re:It’s time for a digital protection agency by jamessb on Monday March 26, 2018 @10:12AM (#16679008)
There's a whole field studying machine learning interpretability.

This recent Distill article is a good introduction [1].

The lime [2] package, based on this paper [3], is also notable.

[1]: https://distill.pub/2018/building-blocks/

[2]: https://github.com/marcotcr/lime

[3]: https://arxiv.org/abs/1602.04938

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