Adriano Meligrana
I’m a Junior Researcher at the CENTAI Institute, specializing in statistical and simulation methodologies.
Intervention
02/10
10:50
10minutes
StreamSampling.jl: Efficient Streaming Sampling Methods in Julia
Adriano Meligrana
Sampling is at the base of many statistical methods and procedures. Apart from the traditional sampling from finite populations available in StatsBase.jl, there are many more methods and techniques which could be of interest in specific simulation scenarios where performance and memory consumption are critical. In such cases, packages implementing sampling methods for streaming data could be particularly advantageous for scalable and efficient simulations.
Randomness
Amphithéâtre Robert Faure