StreamSampling.jl implements efficient one-pass sampling algorithms for data streams in Julia with constant memory footprint and performance gains over traditional methods.
All bench- marks were run on a machine with an AMD Ryzen 5 5600H (6 cores) and 16GB of RAM, running Ubuntu 24.04 LTS and Julia 1.12
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StreamSampling.jl: Efficient Sampling from Data Streams in Julia
StreamSampling.jl implements efficient one-pass sampling algorithms for data streams in Julia with constant memory footprint and performance gains over traditional methods.