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Integrate semi-supervised learning to MOA #189

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Integrate semi-supervised learning to MOA #189

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Commits on Mar 15, 2019

  1. Add SemiSuperStream generator to simulates semi-supervised setting

    @MinhHuong
    MinhHuong committed Mar 15, 2019
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Commits on Mar 19, 2019

  1. Change the GUI to add SSL. New SSL generator added. Base SSL learner … 

    …first implemented
    @MinhHuong
    MinhHuong committed Mar 19, 2019
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  2. Fix a little GUI bug

    @MinhHuong
    MinhHuong committed Mar 19, 2019
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Commits on Apr 1, 2019

  1. First version: add SSL version of Clustream and ClustreamKernel; add … 

    …SemiSupervisedStream
    @MinhHuong
    MinhHuong committed Apr 1, 2019
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Commits on Apr 4, 2019

  1. Save current progress: basic SSL classifier

    @MinhHuong
    MinhHuong committed Apr 4, 2019
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  2. Implement masked data and adapt the evaluator + ARFF parser

    @MinhHuong
    MinhHuong committed Apr 4, 2019
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Commits on Apr 5, 2019

  1. Add more measures

    @MinhHuong
    MinhHuong committed Apr 5, 2019
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Commits on Apr 10, 2019

  1. Save before applying pseudo-label approach

    @MinhHuong
    MinhHuong committed Apr 10, 2019
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Commits on Apr 16, 2019

  1. Pseudo-label approach implemented

    @MinhHuong
    MinhHuong committed Apr 16, 2019
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Commits on Apr 20, 2019

  1. WIP: K-nearest clusters

    @MinhHuong
    MinhHuong committed Apr 20, 2019
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Commits on Apr 23, 2019

  1. Adding label count to the highest cluster class

    @MinhHuong
    MinhHuong committed Apr 23, 2019
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  2. Adapt the label count to the cluster(er)s

    @MinhHuong
    MinhHuong committed Apr 23, 2019
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Commits on Apr 24, 2019

  1. Adapt the label count to the clusters and clusterers; Add util method… 

    …s to Instance
    @MinhHuong
    MinhHuong committed Apr 24, 2019
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Commits on May 6, 2019

  1. Adapt DenStream to use with SSL

    @MinhHuong
    MinhHuong committed May 6, 2019
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Commits on May 9, 2019

  1. Adapt D-Stream to SSL

    @MinhHuong
    MinhHuong committed May 9, 2019
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Commits on May 13, 2019

  1. Add LabelFeature in with weighting scheme

    @MinhHuong
    MinhHuong committed May 13, 2019
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Commits on May 14, 2019

  1. Down-weight instances with pseudo-labels

    @MinhHuong
    MinhHuong committed May 14, 2019
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Commits on May 20, 2019

  1. Save current progress

    @MinhHuong
    MinhHuong committed May 20, 2019
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Commits on May 27, 2019

  1. Finish one-hot encoding implementation

    @MinhHuong
    MinhHuong committed May 27, 2019
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Commits on Jun 6, 2019

  1. Implement self-training classifier, minmax scaling filter, standardiz… 

    …ation filter
    @MinhHuong
    MinhHuong committed Jun 6, 2019
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Commits on Jul 1, 2019

  1. Implement Incremental version of self-training

    @MinhHuong
    MinhHuong committed Jul 1, 2019
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Commits on Jul 24, 2019

  1. Save current progress before tweaking cluster and label

    @MinhHuong
    MinhHuong committed Jul 24, 2019
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Commits on Jul 26, 2019

  1. Implement Sublearner for Cluster-and-label

    @MinhHuong
    MinhHuong committed Jul 26, 2019
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Commits on Nov 9, 2019

  1. Prepare for the last version

    @MinhHuong
    MinhHuong committed Nov 9, 2019
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  2. WIP: Cleaning code

    @MinhHuong
    MinhHuong committed Nov 9, 2019
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Commits on Nov 16, 2019

  1. Cleaned up the code

    @MinhHuong
    MinhHuong committed Nov 16, 2019
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