online-algorithms 开源项目推荐（49 个）

tdunning /t-digest

一种新的数据结构，用于准确在线累积基于排名的统计数据，例如分位数和修剪平均值

joshday /OnlineStats.jl

⚡ Single-pass algorithms for statistics

microprediction /microprediction

If you can measure it, consider it predicted

someben /skream

Skream is a high-performance time-series library with memory-footprint guarantees.

joshday /AverageShiftedHistograms.jl

⚡ Lightning fast density estimation in Julia ⚡

FRBNY-DSGE /SMC.jl

Sequential Monte Carlo algorithm for approximation of posterior distributions.

CarsonScott /Online-Category-Learning

ML algorithm for real-time classification

karel-brinda /ococo

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

alexander-yu /stream

An online statistics library, written in Go

hs-jiang /FISVDD

Fast Incremental Support Vector Data Description implemented in Python

CarsonScott /CALM

Conditional Associative Logic Memory

andylamp /moses

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

Human-Centric-Machine-Learning /RedQueen

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

MikeJaredS /hermiter

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

OnlinePhylo /sts

Sequential Tree Sampler for online phylogenetics

alan-turing-institute /rPSMF

Code for Probabilistic Sequential Matrix Factorization

MaxHalford /tuna

🐟 A streaming ETL for fish

while /FTRLProximal

R package for online training of regression models using FTRL Proximal

gdkrmr /WeightedOnlineStats.jl

Weighted version of OnlineStats.jl

thanhtbt /Tensor_Tracking

[Patterns 2023] Tracking Online Low-Rank Approximations of Higher-Order Incomplete Streaming Tensors. In Patterns (Cell Press) 2023.