dummy-link

OnlineStats

Single-pass algorithms for statistics

Readme

Documentation Release Master Build Test Coverage
OnlineStats Build Status Build status codecov

Online algorithms for statistics

OnlineStats is a Julia package which provides online algorithms for statistical models. Online algorithms are well suited for streaming data or when data is too large to hold in memory. Observations are processed one at a time and all algorithms use O(1) memory.

o1 = Mean()
o2 = Mean(weight = x -> .1)

for yi in y
    fit!(o1, yi)
    fit!(o2, yi)
end

First Commit

02/04/2015

Last Touched

4 days ago

Commits

1973 commits