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GML22's Projects

anti-plag-java icon anti-plag-java

[This project was completed in January 2014] Anti-Plag-Java is an application written in Java that detects plagiarism by comparing source codes of selected projects.

fed_qe_model icon fed_qe_model

[This project was completed in April 2017] "The effectiveness of unconventional monetary policy of the Federal Reserve during the economic crisis. Analysis for the period of 2008-2016" - master thesis on Computer Science and Econometrics at the Warsaw University.

geocoderpl icon geocoderpl

[This project was completed in April 2023] GeocoderPL is an application written in Python, which can be used for geocoding address points in Poland along with the possibility to display basic information about a given address point and the building assigned to this address.

gml-net icon gml-net

[This project was completed in September 2020] The GML-Net is a convolutional neural network (CNN) that is based on U-Net architecture with an encoder derived from the ResNet family and BottleNeck blocks that provide reading and aggregation of feature maps from a cross-section of various scales. Effective network learning is ensured by loss function defined as a weighted sum of Binary Cross-Entropy Loss, Dice Loss and Lovász hinge Loss.

hassio_gml icon hassio_gml

[This project was completed in February 2022] My own configuration of Home Assistant for monitoring energy, water and gas consumption, for controlling smart devices and for tracking all kinds of statistics.

oscars_model icon oscars_model

[This project was completed in June 2013] "And the Oscar goes to... Analysis of economic and non-economic factors affecting the probability of winning an Oscar" is a research paper that addresses the issue of factors affecting the likelihood of winning an Oscar.

postcodesmaps icon postcodesmaps

[This project was completed in April 2024] PostCodesMaps is an application written in Python that creates postcode maps of regions in Poland based on a set of address points from the Polish National Register of Boundaries Database (the PRG database).

vba_interactive_map icon vba_interactive_map

[This project was completed in November 2013] Interactive map of Poland implemented in Excel spreadsheet with sample data of population of Poland in 2011 and forecast for 2035 in division on counties, and voivodeships.

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