online-algorithms

There are 5 repositories under online-algorithms topic.

• tdunning / t-digest

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

  quantileaccuracyonline-algorithmst-digest
  Language:Java 1929
• OnlineStats.jl

  joshday / OnlineStats.jl

  ⚡ Single-pass algorithms for statistics

  juliaonline-algorithmsstatisticsbig-dataonlinestatsstochastic-approximationstreaming-datajulia-languagejulialang
  Language:Julia 821
• microprediction

  microprediction / microprediction

  If you can measure it, consider it predicted

  nowcastingtimeseries-forecastingtime-seriestimeseries-analysistimeseriestimeseries-databasetimeseries-datatimeseries-predictiontimeseries-clusteringfbprophetpmdarimatsfreshhmmlearnkalman-filtertslearnfilterpyonline-algorithmskeras
  Language:Jupyter Notebook 318

• CarsonScott / Online-Category-Learning

  ML algorithm for real-time classification

  machine-learningartificial-intelligenceclassificationclassification-algorithmcategory-learningunsupervised-learningdensity-estimationonline-algorithmsonline-learningoptimizationdensity-areaalgorithm
  Language:Python 73

• joshday / AverageShiftedHistograms.jl

  ⚡ Lightning fast density estimation in Julia ⚡

  big-datadensity-estimationjuliakernel-density-estimationonline-algorithms
  Language:Julia 72
• SMC.jl

  FRBNY-DSGE / SMC.jl

  Sequential Monte Carlo algorithm for approximation of posterior distributions.

  adaptive-algorithmbayesian-inferenceeconometricseconomicsmcmconline-algorithmssequential-monte-carlotime-series
  Language:Julia 67

• karel-brinda / ococo

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

  ngsvariant-callingonline-algorithmsbioinformaticsconsensus
  Language:C++ 47

• CarsonScott / CALM

  Conditional Associative Logic Memory

  machine-learningunsupervised-learningartificial-intelligenceknowledge-representationknowledge-graphadaptive-learningonline-learningonline-algorithmsregression-modelsregression-analysisstatistical-analysisstatistical-learninglogistic-regressionprobability-distributionbayesian-inferencebayesian-statisticsassociation-matrixalgorithmpredictionbelief-propagation
  Language:Python 27

• hs-jiang / FISVDD

  Fast Incremental Support Vector Data Description implemented in Python

  outlier-detectionoutlier-detection-algorithmone-class-svmone-class-classificationsvddsvmsvm-learninganomaly-detectioniotgaussian-kernelonline-algorithmsonline-learningonline-learning-algorithmspaperaaaiaaai2019aaai-19aaai19support-vectors
  Language:Python 27

• alexander-yu / stream

  An online statistics library, written in Go

  gogolangstatisticsstatsstreaming-algorithmsdata-structuresonline-algorithms
  Language:Go 23

• andylamp / moses

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

  streamingstreaming-algorithmssvdpcadimensionality-reductiononline-algorithmssubspace-learningsubspace-trackingsubspace-identification
  Language:MATLAB 21

• Networks-Learning / RedQueen

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

  redqueenpythonwsdmsmartbroadcastingsocial-networkonline-algorithmssimulation
  Language:Jupyter Notebook 21

• OnlinePhylo / sts

  Sequential Tree Sampler for online phylogenetics

  phylogeneticssequential-monte-carloonline-algorithms
  Language:C++ 16

• alan-turing-institute / rPSMF

  Code for Probabilistic Sequential Matrix Factorization

  matrix-factorizationtime-seriestime-series-analysistime-series-forecastingreproducible-researchreproducible-sciencesequential-dataonline-algorithmsbayesian-methodsprobabilistic-models
  Language:Python 15

• 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)

  online-algorithmsstreaming-algorithmsstreaming-datastatisticsquantileprobability-density-functioncumulative-distribution-functionspearman-correlation-coefficientkendall-correlation-coefficient
  Language:R 15

• MaxHalford / tuna

  :fish: A streaming ETL for fish

  golanggomachine-learningfeature-extractiononline-algorithmslarge-datasetstreamstream-processingetl
  Language:Go 13

• while / FTRLProximal

  R package for online training of regression models using FTRL Proximal

  predictionregression-modelsmachine-learningronline-algorithms
  Language:R 12

• gdkrmr / WeightedOnlineStats.jl

  Weighted version of OnlineStats.jl

  juliaonline-algorithmsstatisticsbig-dataonlinestats
  Language:Julia 10

• onlinestats / online-stats

  Online algorithms for data exploration and analysis

  statisticsstream-processingdata-analysisonline-algorithmsjavascript
  Language:JavaScript 6

• breese / trial.online

  Online statistics

  statisticsmeanmediancovariancepearson-correlationonline-algorithmslinear-regression
  Language:C++ 5

• SubconsciousCompute / SimpleAccumulator

  A simple accumulator inspired from boost::accumulator

  accumulatoronline-algorithmsruststatistics
  Language:Rust 5

• flyingmutant / bdigest

  B-digest is a Go library for fast and memory-efficient estimation of quantiles with guaranteed relative error and full mergeability

  accuracyaccuracy-guaranteesaggregationgolangonline-algorithmspercentilequantilequantile-estimation
  Language:Go 4
• online-oceanarium

  THargreaves / online-oceanarium

  A broad collection of online algorithms (a.k.a streaming algorithms) implemented in R.

  streaming-dataonline-algorithmsbig-data
  Language:R 4

• AmoliR / rank1-svd-update

  Updating Singular Value Decomposition (SVD) for rank-1 perturbed matrix.

  streaming-algorithmssingular-value-decompositionrank1-updatesfast-multipole-methodonline-algorithmsmatrix-factorizationmatrix-multiplication
  Language:MATLAB 3

• statsim / profile

  Profile. Generate data profiles in the browser (work in progress)

  data-profilingdata-profilestatisticsstreaming-algorithmsonline-algorithms
  Language:JavaScript 3

• thanhtbt / Tensor_Tracking

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

  streaming-datatensor-decomposition-algorithmsadaptive-algorithmcp-decompositiononline-algorithmstucker-decompositionstreaming-tensor-decompositions
  Language:MATLAB 3

• alexander-yu / sketch

  Approximation streaming algorithms, written in Go

  gogolangstatisticsstatsdata-structuresonline-algorithmsstochastic-algorithmsstreaming-algorithms
  Language:Go 1

• dgtony / winstat

  Online second-order statistics in sliding window

  statisticsonline-algorithmssliding-windowsrust
  Language:Rust 1

• liuxiyang641 / online-algorithm-storm

  Storm-based online algorithms

  stormjavaonline-algorithmsperceptronsorting-algorithms
  Language:Java 1

• pedromsferraz / PickupAndDelivery

  Implementation of online algorithms for Pickup and Delivery problems

  mixed-integer-programmingonline-algorithmsoptimizationpickup-and-delivery
  Language:Julia 1

• UIC-InDeXLab / online-MISH

  Online Maximum Independent Set of Hyperrectangles

  maximum-independent-setonline-algorithmshyperrectanglescompetitive-analysisrange-queriesgeometric-intersection-graphsalgorithmsresearch-papertheoretical-computer-science
  Language:Jupyter Notebook 1

• z1skgr / N_Queens

  Solving algorithms on N queens problem

  javan-queens-problemonline-algorithmsconstraint-satisfaction-problemeclipsehill-climbingchess-board
  Language:Java 1

• DongKeon / FISVDD_cpp

  iotsvmoutlier-detectionsvm-learningaaaionline-learningonline-algorithmsanomaly-detectiongaussian-kernelonline-learning-algorithmsone-class-svmsvddone-class-classificationoutlier-detection-algorithmcppsupport-vectors
  Language:C++ 0

• ysfalh / 5G-user-scheduling-optimization

  This project aims at designing optimal packet schedulers by providing an online solution to the NP-hard integer linear programming problem of network scheduling.

  operations-researchoptimization-algorithmsalgorithmsgreedy-algorithmnetwork-schedulingonline-algorithms
  Language:Java 0

• ntessore / online-stats

  Python micropackage with an online algorithm for mean, variance, and covariance

  online-algorithmsonline-covarianceonline-meanonline-variance
  Language:Python

• syedhabibcs / Online-List-Update

  Project to compare list update algorithms in paid-exchanges-only model.

  algorithm-comparisonlist-updateonline-algorithmspython3
  Language:Python