OnlineStats.js's repositories
online-stats
Online algorithms for data exploration and analysis
online-autocovariance
Autocovariance online algorithm
online-autocorrelation
Calculate autocorrelation
online-linear-regression
Online linear regression (recursive least squares estimation)
online-correlation
Online correlation
online-covariance
Online covariance calculation (piece-by-piece)
online-lag
Stores last N values of the data stream
online-max
Find maximum processing values one by one (online algorithm)
online-median
Online median calculation (piece-by-piece)
online-min
Find minimum processing values one by one (online algorithm)
online-polynomial-regression
Online polynomial regression (wip)
online-series
WIP | Collect multiple stats in one Series object
online-std
Standard deviation
online-variance
Calculate population or sample variance with online algorithm (process input piece-by-piece)
online-count
Counts unique elements in a data stream
online-group
WIP | Collect multiple stats in one Group object
online-histogram
Online histogram calculation with unknown min/max
online-mean
Online mean calculation (piece-by-piece)