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.