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ML data and model drift in Prometheus and Grafana
24 points
by
lewq
about 4 years ago
4 comments
lewq
about 4 years ago
We built boxkite because lots of ML drift monitoring solutions are too complex and heavyweight: this is a pure python library exposing a pure prometheus endpoint, then we implemented KL divergence in one massive PromQL query :-)
deforciant
about 4 years ago
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Looks interesting and installation steps seem to be straightforward, will definitely try it out in my stack!
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dpbrinkm
about 4 years ago
Nice one! super happy to see this and I'm looking forward to going through the demo.
clockeai
about 4 years ago
Awesome!