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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

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

Sasha Kolpakov's Projects

alasc icon alasc

Computational Group Theory in Scala. It's Scala permuted!

alvin icon alvin

A C++ implementation of the Vinberg's algorithm for Q, Q( sqrt(d) ) and Q( cos(2 pi / 7) )

applied-ml icon applied-ml

πŸ“š Papers & tech blogs by companies sharing their work on data science & machine learning in production.

cerebros-core-algorithm-alpha icon cerebros-core-algorithm-alpha

The Cerebros package is an ultra-precise Neural Architecture Search (NAS) / AutoML that is intended to much more closely mimic biological neurons than conventional neural network architecture strategies.

chomp icon chomp

CHomP -- Computation Homology Project software

common-3d-test-models icon common-3d-test-models

Repository containing common 3D test models in original format with original source if known and obj mesh

coxeter icon coxeter

Coxeter is a library for the study of combinatorial aspects of Coxeter group theory

coxiter icon coxiter

CoxIter is a computer program designed to compute invariants of hyperbolic Coxeter groups.

monty-3d icon monty-3d

SageMath worksheet for enumeration of Spehner pavings (3-dimensional maps). Ancillary files for arXiv:1712.01418

nem icon nem

NaΓ―ve enumeration of Spehner maps

phishing-dataset icon phishing-dataset

Phishing dataset with more than 88,000 instances and 111 features. Web application available at. https://gregavrbancic.github.io/Phishing-Dataset/

plof icon plof

Computing faces of Coxeter polytopes (arXiv:2002.11445)

pmsm-time-series icon pmsm-time-series

Using LSTM recurrent neural network to predict electric motor heat loss

pychomp icon pychomp

CHomP (Computational Homology Project) with Python bindings

rag icon rag

Robust affine feature matching via quadratic assignment on Grassmannians

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