项目作者: joshday

项目描述 :
⚡ Lightning fast density estimation in Julia ⚡
高级语言: Julia
项目地址: git://github.com/joshday/AverageShiftedHistograms.jl.git
创建时间: 2015-02-19T13:27:14Z
项目社区:https://github.com/joshday/AverageShiftedHistograms.jl

开源协议:Other

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AverageShiftedHistograms.jl


⚡ Lightning fast density estimation in Julia ⚡

An Averaged Shifted Histogram (ASH) is essentially Kernel Density Estimation over a fine-partition histogram. ASH uses constant memory, can be constructed on-line via O(nbins) updates, and lets you estimate densities for arbitrarily big data.



Quickstart:

  1. import Pkg
  2. Pkg.add("AverageShiftedHistograms")
  3. using AverageShiftedHistograms
  4. ash(randn(10^6))