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    8 repositories

    • svds-C

      Public
      C
      •
      MIT License
      •1•1•0•0•Updated May 28, 2024May 28, 2024

    • farPCA

      Public
      A Fast Adaptive Randomized PCA Algorithm (Accepted by IJCAI 2023)
      C
      •
      MIT License
      •3•3•0•0•Updated May 21, 2024May 21, 2024

    • dashSVD

      Public
      Faster Randomized SVD with Dynamic Shifts (TOMS paper 2024)
      MATLAB
      •
      MIT License
      •1•1•0•0•Updated May 20, 2024May 20, 2024

    • SketchNE

      Public
      Embedding billion-scale networks accurately in one hour (TKDE paper 2023)
      C++
      •1•10•1•0•Updated Sep 26, 2023Sep 26, 2023

    • EWMA

      Public
      Fast and accurate element-wise matrix approximation algorithms
      Python
      •1•0•0•0•Updated Apr 27, 2023Apr 27, 2023

    • rSVD-single-pass

      Public
      "Single-pass PCA of large high-dimensional data" (paper on IJCAI 2017)
      C
      •
      MIT License
      •0•1•0•0•Updated Apr 23, 2023Apr 23, 2023

    • randQB_auto

      Public
      randQB_EI (i.e. svdsketch in MATLAB) algorithm and others
      MATLAB
      •1•1•0•0•Updated Apr 23, 2023Apr 23, 2023

    • PerSVD

      Public
      Pass-Efficient Randomized SVD with Boosted Accuracy (on ECML-PKDD 2022)
      C
      •
      MIT License
      •1•1•0•0•Updated Apr 23, 2023Apr 23, 2023