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1. randQB_auto randQB_auto Public

   randQB_EI (i.e. svdsketch in MATLAB) algorithm and others

   MATLAB 2 1

2. rSVD-single-pass rSVD-single-pass Public

   "Single-pass PCA of large high-dimensional data" (paper on IJCAI 2017)

   C 2 1

3. PerSVD PerSVD Public

   Pass-Efficient Randomized SVD with Boosted Accuracy (on ECML-PKDD 2022)

   C 1 1

4. farPCA farPCA Public

   A Fast Adaptive Randomized PCA Algorithm (Accepted by IJCAI 2023)

   C 3 3

5. dashSVD dashSVD Public

   Faster Randomized SVD with Dynamic Shifts (TOMS paper 2024)

   MATLAB 3 2

6. SketchNE SketchNE Public

   Embedding billion-scale networks accurately in one hour (TKDE paper 2023)

   C++ 11 1