A new data structure for accurate on-line accumulation of rank-based statistics such as quantiles and trimmed means

⚡ Single-pass algorithms for statistics

If you can measure it, consider it predicted

⚡ Lightning fast density estimation in Julia ⚡

ML algorithm for real-time classification

Sequential Monte Carlo algorithm for approximation of posterior distributions.

Ococo: the first online variant and consensus caller. Call genomic consensus directly from an unsorted SAM/BAM stream.

Conditional Associative Logic Memory

Fast Incremental Support Vector Data Description implemented in Python

An online statistics library, written in Go

Streaming, Memory-Limited, r-truncated SVD Revisited!

Code for "RedQueen: An Online Algorithm for Smart Broadcasting on Social Networks", WSDM 2017

Sequential Tree Sampler for online phylogenetics

Code for Probabilistic Sequential Matrix Factorization

Efficient Sequential and Batch Estimation of Univariate and Bivariate Probability Density Functions and Cumulative Distribution Functions along with Quantiles (Univariate) and Nonparametric Correlation (Bivariate)

🐟 A streaming ETL for fish

R package for online training of regression models using FTRL Proximal

Weighted version of OnlineStats.jl

Online statistics

Online algorithms for data exploration and analysis