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agent-based-model---vampire-bats

analysis_of_unstructured_data

applied_mathematics_engineering_thesis

The main purpose of the work is analysis the possibilities of using deep neural networks to generate music. The paper presents the theory of recurrent neural networks with long short-term memory and methods of training them. Two deep neural networks have been implemented in the programming language Python with different approaches to the issue of rhythm generation. Based on the created models music sequences were generated and a survey validating the results of their activities was carried out.

atari-breakout

computer-simulations-of-stochastic-process

The repository contains a Jupyter notebook with a project of Computer Simulations of Stochastic Processes. The purpose of the project was to solve two problems - first: Insurer-reinsurer risk process, second - different norms in calculations of 2-dimensional Brownian motion.

csp

databaseproject

Database project - Postgres, Python, SQLAlchemy, Docker

game-template

machine_learning

omatko-web-app

Web application created to support "The Nationwide Mathematical Student Conference "OMatKo !!!". Used technologies: React and Redux, Django, PostgreSQL.

partial-diffrential-equations

The repository contains a Jupyter notebook with a project of Partial Differential Equations. The purpose of the project was to solve the equation numerically.

signal_preprocessing_emognition