Sasha Kolpakov's Projects
Ancillary files for arXiv:2009.09995
Computational Group Theory in Scala. It's Scala permuted!
A C++ implementation of the Vinberg's algorithm for Q, Q( sqrt(d) ) and Q( cos(2 pi / 7) )
π Papers & tech blogs by companies sharing their work on data science & machine learning in production.
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 -- Computation Homology Project software
Repository containing common 3D test models in original format with original source if known and obj mesh
MCP solver for Python (NumPy, Cython, ...)
Conley-Morse-Database project for the global dynamics of multi-parameter systems
Coxeter is a library for the study of combinatorial aspects of Coxeter group theory
CoxIter is a computer program designed to compute invariants of hyperbolic Coxeter groups.
Ancillary files for arXiv:2203.01973
Robust ICP initialization
Information geometry of UMAP
SageMath worksheet for enumeration of Spehner pavings (3-dimensional maps). Ancillary files for arXiv:1712.01418
NaΓ―ve enumeration of Spehner maps
Ancillary files for arXiv:2003.05547
Investment Research for Everyone, Everywhere.
Phishing dataset with more than 88,000 instances and 111 features. Web application available at. https://gregavrbancic.github.io/Phishing-Dataset/
Computing faces of Coxeter polytopes (arXiv:2002.11445)
Using LSTM recurrent neural network to predict electric motor heat loss
ProteinPersistence
CHomP (Computational Homology Project) with Python bindings
Robust affine feature matching via quadratic assignment on Grassmannians
Free group automorphisms and train-track representative in python/sage
Ancillary files for arXiv:2011.14232