talk · community record
Reproducible Machine Learning with Functional Programming
Functional programming offers powerful tools in our quest for reproducible machine learned systems. We see two tools from Stripe's toolbox: our use of the Bazel build tool with Scala, and semblance, a functional-reactive-programming based system for feature engineering.
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aboutBazelproject ↗aboutScaldingproject ↗aboutSummingbirdproject ↗aboutsemblanceproject ↗affiliated withStripecompany ↗presented · incomingOscar Boykinperson ↗presented atReproducible Machine Learning with Oscar Boykinevent ↗recorded asSF Scala: Oscar Boykin, Reproducible Machine Learning with Functional Programmingvideo ↗