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Sotirios Ftiakas's Projects

codeforces icon codeforces

Here i upload my code from participations in some Codeforces competitions.

datasets icon datasets

A collection of datasets of ML problem solving

machine-learning-project icon machine-learning-project

A university project focused on the algorithms and usage of Linear Models, Decision Trees and Ensembles in Machine Learning.

moneywallet icon moneywallet

An android application that let you track your expenses

myemail icon myemail

A local Server-Client model Email-Service

neural-networks-project icon neural-networks-project

A university project focused on the algorithms, logic and usage of Multilayer Perceptron, Support Vector Machine and Radial Basis Function Neural Network.

rhat_ess icon rhat_ess

Rank-normalization, folding, and localization: An improved R-hat for assessing convergence of MCMC

search-engine-creation icon search-engine-creation

This is a fully functional search engine, with a crawler , inverted indexer, and query processor. It also supports user feedback, refreshing results based on the pages that the user found useful.

stochastic-diffusion-search-for-feature-selection icon stochastic-diffusion-search-for-feature-selection

Implementation of the Stochastic Diffusion Search Nature-Inspired Swarm-Intelligence Optimization algorithm to solve the Curse of Dimensionality in Data Science and Machine Learning applications. This is a project for the "Optimization" module of AUTh Computer Science Department.

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