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Sasha Melnic's Projects

birds-song-recognition icon birds-song-recognition

This project has started to classify the 10 most common species of birds from their call. The aim is to develope an application which is able to recognise the most common birds songs.

centrality-portfolio icon centrality-portfolio

Study of the partial correlation S&P 500 network and a portfolio selection method based on the eigenvector centrality

data-mining-hw3 icon data-mining-hw3

The homework is about the development of a search engine for movies

data-mining-hw4 icon data-mining-hw4

The homework consisted in the implementation of a bloom filter, counting sort and K-means.

data-mining-hw5 icon data-mining-hw5

The homework is mainly focused on graph algorithms such BFS, Dijkstra, and MST

home-credit-default-risk icon home-credit-default-risk

The objective is to train a model that is able to predict whether a person will or won't be able to pay the loan

spektral icon spektral

Graph Neural Networks with Keras and Tensorflow 2.

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