Dave Kleinschmidt

Research Scientist at Beacon Biosignals and recovering academic.

Talks:

20:30 UTC

OndaBatches.jl: Continuous, repeatable, and distributed batching

07/28/2023, 8:30 PM9:00 PM UTC
32-124

At Beacon Biosignals we don't want to have to re-invent the wheel about data loading and batch randomization every time we stand up a new machine learning project. So we've collected a set of patterns that have proven useful across multiple projects into OndaBatches.jl, which serves as a foundation for building the specific batch randomization, featurization, and data movement systems that each machine learning project requires.

Platinum sponsors

JuliaHub

Gold sponsors

ASML

Silver sponsors

Pumas AIQuEra Computing Inc.Relational AIJeffrey Sarnoff

Bronze sponsors

Jolin.ioBeacon BiosignalsMIT CSAILBoeing

Academic partners

NAWA

Local partners

Postmates

Fiscal Sponsor

NumFOCUS