event · community record
Reproducible Machine Learning with Oscar Boykin
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Talks & recordings
2 connected sessions
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Bazel Build System
An overview of the Bazel build tool, its focus on reproducibility, and how it enables build caching which can dramatically lower CI times.
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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Connections
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part_of · incomingOscar Boykin Interviewtalk ↗part_of · incomingOscar Boykin Interviewtalk ↗part_of · incomingSF Scala: Ulf Adams Interviewtalk ↗part_of · incomingSF Scala: Ulf Adams Interviewtalk ↗photos fromBay Area AI @Tbd 20180329photo ↗presented at · incomingReproducible Machine Learning with Functional Programmingtalk ↗presented at · incomingBazel Build Systemtalk ↗part ofBay Area AIproject ↗