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anastasia-ragulskaya's Projects

cahn_hil icon cahn_hil

Solver of Cahn-Hilliard equation - an equation of mathematical physics which describes the process of phase separation.

ftir_code icon ftir_code

GUI for the data analysis of the "FTIR on Protein Secondary Structure" practical of the Institute of Applied Physics, Tübingen University.

rexpcs icon rexpcs

Particle simulation with correlation maps for Reverse Engineering

segmenting-and-clustering-neighborhoods-in-toronto icon segmenting-and-clustering-neighborhoods-in-toronto

This is a project for Coursera IBM Data Science course. Exploration, segmentation, and clustering the neighborhoods in the city of Toronto based on the postalcode and borough information. The neighborhood data is not readily available on the internet. For the Toronto neighborhood data, a Wikipedia page exists that has all the information needed to explore and cluster the neighborhoods in Toronto. The code scrapes the Wikipedia page and wrangle the data, cleans it, and then reads it into a pandas dataframe. After the segmentation and clustering is performed.

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