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Hello! 👋

I'm a 4th year student at the Astronomical Observatory, Warsaw University. Currently working at the intersection of Astronomy and Machine Learning. I especially like to work within the Bayesian framework and use complex generative models like Normalizing Flows and Variational Autoencoders in the field of Natural Sciences.

Mateusz Kapusta's Projects

basel icon basel

Library of math functions used to solve problems from Project Euler.

faov icon faov

Fast AOV fitting procedure using SIMD.

gex_gmvae icon gex_gmvae

Implementation of GMVAE used to embed gene expresion data.

hardbinaries icon hardbinaries

Simulation softwere used to determine properties of 3 body encounters.

iris icon iris

Python library designe to easily assemble SED-s using MCMC.

metis icon metis

C library for python with statistical physics models.

sad2-22w icon sad2-22w

Repository for Statistical Data Analysis 2 course at MIM UW

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