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online-algorithms

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tdunning /t-digest

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

quantile t-digest accuracy online-algorithms

UpdatedFeb 17, 2025
Java

OnlineStats.jl

joshday /OnlineStats.jl

⚡ Single-pass algorithms for statistics

statistics big-data julia julia-language streaming-data online-algorithms julialang onlinestats stochastic-approximation

UpdatedDec 1, 2025
Julia

microprediction

microprediction /microprediction

If you can measure it, consider it predicted

timeseries time-series keras kalman-filter online-algorithms timeseries-database fbprophet timeseries-data hmmlearn timeseries-analysis nowcasting timeseries-forecasting tslearn timeseries-clustering pmdarima tsfresh timeseries-prediction filterpy

UpdatedOct 15, 2025
Jupyter Notebook

joshday /AverageShiftedHistograms.jl

⚡ Lightning fast density estimation in Julia ⚡

big-data julia density-estimation online-algorithms kernel-density-estimation

UpdatedNov 1, 2023
Julia

SMC.jl

FRBNY-DSGE /SMC.jl

Sequential Monte Carlo algorithm for approximation of posterior distributions.

time-series economics econometrics bayesian-inference mcmc online-algorithms sequential-monte-carlo adaptive-algorithm

UpdatedDec 4, 2025
Julia

CarsonScott /Online-Category-Learning

ML algorithm for real-time classification

machine-learning algorithm optimization artificial-intelligence classification unsupervised-learning density-estimation online-learning online-algorithms classification-algorithm category-learning density-area

UpdatedJul 21, 2017
Python

karel-brinda /ococo

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

bioinformatics ngs consensus variant-calling online-algorithms

UpdatedJan 18, 2019
C++

alexander-yu /stream

An online statistics library, written in Go

go golang statistics data-structures stats streaming-algorithms online-algorithms

UpdatedMar 10, 2025
Go

hs-jiang /FISVDD

Fast Incremental Support Vector Data Description implemented in Python

iot paper svm outlier-detection svm-learning aaai online-learning online-algorithms anomaly-detection gaussian-kernel online-learning-algorithms one-class-svm svdd one-class-classification outlier-detection-algorithm aaai2019 aaai19 aaai-19 support-vectors

UpdatedSep 15, 2020
Python

CarsonScott /CALM

Conditional Associative Logic Memory

machine-learning algorithm statistical-learning prediction artificial-intelligence knowledge-graph statistical-analysis probability-distribution adaptive-learning logistic-regression bayesian-inference unsupervised-learning regression-models bayesian-statistics online-learning online-algorithms belief-propagation knowledge-representation regression-analysis association-matrix

UpdatedOct 30, 2017
Python

andylamp /moses

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

streaming pca dimensionality-reduction svd streaming-algorithms subspace-tracking subspace-learning online-algorithms subspace-identification

UpdatedNov 1, 2021
MATLAB

Networks-Learning /RedQueen

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

python simulation social-network broadcasting smart redqueen wsdm online-algorithms

UpdatedSep 3, 2018
Jupyter Notebook

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)

statistics quantile streaming-algorithms streaming-data online-algorithms probability-density-function cumulative-distribution-function spearman-correlation-coefficient kendall-correlation-coefficient

UpdatedAug 31, 2024
R

OnlinePhylo /sts

Sequential Tree Sampler for online phylogenetics

phylogenetics online-algorithms sequential-monte-carlo

UpdatedMar 19, 2019
C++

alan-turing-institute /rPSMF

Code for Probabilistic Sequential Matrix Factorization

time-series reproducible-research bayesian-methods matrix-factorization reproducible-science online-algorithms probabilistic-models sequential-data time-series-analysis time-series-forecasting

UpdatedApr 27, 2021
Python

MaxHalford /tuna

🐟 A streaming ETL for fish

go golang machine-learning stream etl stream-processing feature-extraction online-algorithms large-dataset

UpdatedJan 24, 2019
Go

while /FTRLProximal

R package for online training of regression models using FTRL Proximal

machine-learning r prediction regression-models online-algorithms

UpdatedFeb 7, 2017
R

gdkrmr /WeightedOnlineStats.jl

Weighted version of OnlineStats.jl

statistics big-data julia online-algorithms onlinestats

UpdatedNov 6, 2023
Julia

thanhtbt /Tensor_Tracking

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

streaming-data online-algorithms cp-decomposition tucker-decomposition adaptive-algorithm tensor-decomposition-algorithms streaming-tensor-decompositions

UpdatedSep 30, 2023
MATLAB

breese /trial.online

Online statistics

statistics linear-regression mean covariance median online-algorithms pearson-correlation

UpdatedFeb 13, 2020
C++

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