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sashakolpakov/README.md

Hi there ๐Ÿ‘‹

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 ๐Ÿ˜„.

๐Ÿ”ญ Current Projects

DiRe-Rapids GraphEm-JAX Einit :: ืขื™ื ื™ืช :: Copenhagen
CUDA/RAPIDS GPU-native JAX/NumPy prototyping Fast and Robust ICP initialization A fully dynamic ANN index

๐Ÿ’ฌ Ask me about ...

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

๐Ÿ‘ฏ Iโ€™m looking to collaborate on ...

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

๐Ÿ“ซ 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