online-learning-algorithms

There are 1 repository under online-learning-algorithms topic.

• chickenbestlover / Online-Recurrent-Extreme-Learning-Machine

  Online-Recurrent-Extreme-Learning-Machine (OR-ELM) for time-series prediction, implemented in python

  elmextreme-learning-machineonline-learningonline-learning-algorithmsonline-sequential-elmonline-sequential-learningor-elmos-elmoselmsequential-learningtime-seriestime-series-prediction
  Language:Jupyter Notebook 148

• LIBOL / ODL

  machine-learningonline-learning-algorithmsdeep-learningonline-deep-learning
  Language:Python 78

• 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

• experiencor / online-machine-learning

  Implementation of an online learning algorithm to do classification under concept drift

  follow-the-regularized-leadermachine-learningonline-learning-algorithmsproximal-regularization
  Language:Jupyter Notebook 23

• onelearn / onelearn

  Online machine learning methods

  machine-learningonline-learning-algorithmspythonrandom-forestclassificationregression
  Language:Python 20

• Kenza-AI / mab-ranking

  Online Ranking with Multi-Armed-Bandits

  learning-to-rankmab-rankingmulti-armed-banditsonline-learningonline-learning-algorithmsonline-learning-to-rank
  Language:Python 18

• SAG-KeLP / kelp-additional-algorithms

  machine-learninglearning-algorithmlinear-learning-algorithmbatch-learning-algorithmsregression-algorithmsclassificationonline-learning-algorithms
  Language:Java 15

• BillyBarbaro / online-learning

  Python implementations of Machine Learning Algorithms for the Online Setting

  machine-learning-algorithmsonline-learning-algorithmsresearch
  Language:Python 14

• outbrain / outrank

  A Python library for efficient feature ranking and selection on sparse data sets.

  data-miningdata-monitoringdata-stream-miningfeature-rankingfeature-selectiononline-feature-buildingpython-libraryscalable-machine-learningalgorithmscountingmachine-learningprobabilistic-programmingstatisticsnumba-jit-compilercardinality-estimationmultithreadedonline-learning-algorithmsfeature-engineeringsampling-methods
  Language:Python 11

• rom1mouret / orthogonal_learning

  continual learning algorithms from CVPR 2021 and ICLR 2021

  continual-learningincremental-learningonline-learning-algorithmspytorch
  Language:Python 7

• SapanaChaudhary / OCO-Long-Term-Constraints

  A MATLAB implementation of online convex optimization (OCO) with long term constraints algorithms

  online-convex-optimizationlong-term-constraintsonline-learningonline-learning-algorithms
  Language:MATLAB 7

• thanhtbt / ROLCP

  [IEEE ICASSP 2021] "A fast randomized adaptive CP decomposition for streaming tensors". In 46th IEEE International Conference on Acoustics, Speech, & Signal Processing, 2021.

  tensor-decomposition-algorithmsrandomized-algorithmsadaptive-algorithmstreaming-data-processingcp-decompositiononline-learning-algorithms
  Language:MATLAB 6

• darknorth0 / online_distributed_OPF

  MATLAB implementation of the paper "Online Distributed Optimal Power Flow with Equality Constraints" [arXiv 2022].

  distributed-optimizationonline-learning-algorithmspower-systems
  Language:MATLAB 5

• anishacharya / Bandits-Online-Learning

  Simple Implementations of Bandit Algorithms in python

  online-learningonline-learning-pythononline-learning-algorithmsbanditbandit-algorithmsbandit-learningbanditsmulti-armed-bandits
  Language:Jupyter Notebook 4

• ChrisMolanus / mab_simulator

  Telecommunications Marketing NBA Simulator

  machine-learningonline-learning-algorithmsnext-best-offernext-best-actionmulti-armed-bandit
  Language:Python 3

• czgdp1807 / linkpred

  Simple yet efficient algorithms for Link Prediction in Dynamic Graphs

  graphslinkpredictiondynamicnetworksdynamicgraphsalgorithmsdatastructuresonline-learning-algorithmsnode2vec-embeddings
  Language:Jupyter Notebook 3

• rohithteja / Kernel-Methods

  Kernel Versions of various machine learning algorithms

  pcakmeans-clusteringlasvmoneclasssvmonline-learning-algorithms
  Language:Jupyter Notebook 3

• JBris / time-series-online-data-assimilation-experiments

  Experiments for online learning and data assimilation for time series data.

  data-assimilationdata-assimilation-enkfensemble-kalman-filterkalman-filteronline-learningonline-learning-algorithmsparticle-filtertime-seriestime-series-analysistime-series-forecastingtime-series-predictionextended-kalman-filterextended-kalman-filtersparticle-filteringparticle-filtersunscented-kalman-filterunscented-kalman-filteringdata-fusion
  Language:Jupyter Notebook 2

• michaelchiucw / DiversityPool

  The implementation of the Diversity Pool algorithm, proposed in the paper "Diversity-Based Pool of Models for Dealing with Recurring Concepts" and presented at IJCNN '18

  machine-learning-algorithmsonline-learning-algorithmsconcept-driftrecurring-conceptsrecurring-changesdiversity-measuresnon-stationary-environment
  Language:Java 2

• adithya8 / Multiplex-Food-Sale-Prediction

  Forecasting Food Sales in a Multiplex Using Dynamic Artificial Neural Networks

  demand-forecastingonline-learning-algorithmstime-series-forecasting
  Language:Jupyter Notebook 1

• BuddhiWathsala / online-learning-nlp

  Online Learning Solutions for NLP Tasks

  online-learning-algorithmsonline-learningpythonpython3nlpmachine-learningnatural-language-processing
  Language:Python 1

• dirkschumacher / ftrljs

  FTRL-Proximal online learning algorithm for logistic regression in javascript

  ftrljavascriptlogistic-regressionmachine-learning-algorithmsonline-learning-algorithms
  Language:JavaScript 1

• dyanni3 / batch-update

  Modified Newton-Raphson to quickly update a fitted model with new data see pdf

  machine-learningonline-learning-algorithmspartial-fit
  Language:Python 1

• CasparDietz / Online-Learning

  online-learning-algorithmsreinforcement-learning
  Language:Python 0

• DongKeon / FISVDD_cpp

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

• john-fante / my-incremental-learning-projects

  My Incremental/Online Learning Projects

  classificationincremental-learningonline-learningstreamed-datatime-series-forecastingstreaming-dataonline-learning-algorithms
  Language:Jupyter Notebook 0

• riccardodv / COOP-learning

  Implementation of the experiments for "Cooperative Online Learning with Feedback Graphs" Cesa-Bianchi, Cesari, Della Vecchia (https://arxiv.org/abs/2106.04982)

  online-learning-algorithmsbanditscooperation
  Language:Python 0

• biaslab / L4DC-2020

  Proof of concept for online hybrid message passing inference for AR-HGF.

  time-varyingautoregressivehierarchical-modelsfactor-graphsonline-learning-algorithmsmessage-passing
  Language:Jupyter Notebook

• durga256 / OnlineLearning_ML

  Analyses a streaming dataset of insects. Given the features of an insect the algorithm decides if it is a pest or not. Different Classification algorithms applied and their accuracies visualized. ADWIN is used as drift detection method since different insects dominate different seasons.

  data-visualizationdrift-detectionmachine-learning-algorithmsonline-learning-algorithms
  Language:Jupyter Notebook

• Ralami1859 / Stochastic-Multi-Armed-Bandit-python-

  multi-armed-banditonline-learning-algorithms
  Language:Python

• thanhtung09t2 / Hyperbox-classifier

  Implementation of classifiers based on hyper-box representation

  machine-learning-algorithmsclassifieronline-learning-algorithmshyperbox
  Language:Python

• yaodongyu / Online-Nonsubmodular

  Online Nonsubmodular Minimization with Delayed Costs: From Full Information to Bandit Feedback

  online-learning-algorithms
  Language:Jupyter Notebook