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sashakolpakov/README.md

Hi there πŸ‘‹

I'm Sasha Kolpakov. I have a background in mathematics, ranging from combinatorics, to Riemannian geometry, to data science and machine learning. In my free time, I enjoy my family, good food, and occasionally some good weather πŸ˜„.

πŸ”­ Current Projects

No. Project Notes No. Project Notes
1 DiRe-Rapids CUDA/RAPIDS GPU-native 3 Einit :: Χ’Χ™Χ Χ™Χͺ :: Fast and robust ICP initialization
2 GraphEm-JAX JAX/NumPy prototyping 4 Copenhagen Fully dynamic ANN index

πŸ“Š Repository Clone Leaderboard

Last updated at 04:10 on 05/29/2026

No. Repository Clones No. Repository Clones
1 dire-rapids 27346 6 dire-neo4j 152
2 bayesilisk 698 7 SatorArepo 80
3 homological-stability-repro 286 8 GaussianKnots 69
4 sashakolpakov 282 9 dire-jax 65
5 gkm 192 10 mte-pareto 49

πŸ’¬ Ask me about ...

applications of embeddings, metrics, and Riemannian geometry in general (and other maths) to data analysis and computer vision

πŸ‘― I’m looking to collaborate on ...

machine learning for computer vision, medical imaging, and all kinds of projects with potential real life impact

πŸ“« How to Reach Me

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  1. copenhagen copenhagen Public

    A fully dynamic approximate nearest neighbor index built on Inverted File Index

    Python 1 1

  2. dire-rapids dire-rapids Public

    DiRe accelerated by PyTorch, PyKeOps and cuVS

    Python 9 2

  3. einit einit Public

    Fast and robust initialization for Iterative Closest Point

    Python 2 1

  4. graphem graphem Public

    Forked from igorrivin/graphem

    Graph embedding for centrality measures approximation

    Python 2 1