myrto-iglezou Goto Github PK

airbnb-data-analysis-

A data mining project for data Exploration of Airbnb dataset, for Febrouary,March and April 2019

article-wordcloud-classification-clustering

Classification and clustering in dataset of news articles.

b-plus-tree

Implementation of a B+ tree in C, as a project in "Implementation of Database Management Systems" course.

comment-classifier

A machine learning system that takes a comment and classifies it as offensive or non-offensive (neutral). This system will be trained in a data set with comments in which the tags (insult or non-insult) are known. Classification algorithms used: Naive Bayes, SVM, Random Forest.

document-retrieval-system

This project is about developing a document retrieval system to return titles of scientific papers containing the answer to a given user question. Two different sentence embedding approaches have been implemented and compared.

greek-ministry-of-labour-website

🏛️ 🇬🇷 🌐 Redesigned the website of Greek Ministry of Labour as a project for Human-Computer Interaction course.

kakuro-ai-project-

Kakuro is a logic puzzle that is often referred to as a mathematical transliteration of the crossword. The aim of this work is to see how certain algorithms behave through solving this game.

linkedin-clone

💻🌐 Web application similar to LinkedIn implemented with Angular and SpringBoot.

logic-programming

Problems solved with prolog.

mini-unix-file-system

Implementation of a unix file system in C.

multiprocess-disease-monitor

Implementation of an undistributed information processing tool that receives, processes, records and answers questions about viruses. It is created with processes, using system calls fork / exec and communicating processes through pipes, using low-level I / O.

multithread-disease-monitor

Implementation of an undistributed information processing tool that receives, processes, records and answers questions about viruses. It is created, using system calls fork / exec, threads, signals and communication through pipes, using low-level I / O and sockets.

myrto-iglezou

myrto-iglezou.github.io

Personal Website

question-answering-bert-model

❓❔In this project a BERT-based model is build, which returns “an answer”, given a user question and a passage which includes the answer of the question. For this question answering task, SQuAD 2.0 dataset is used.

red-black-tree

A red–black tree is a self-balancing binary search tree. Each node of the binary tree has an extra bit, and that bit is interpreted as the color (red or black) of the node. These color bits are used to ensure the tree remains balanced during insertions and deletions.

reinforcement-learning-projects

🤖 Implementation of projects, such as automation driving and game Atari, using reinforcement learning.

sentiment-classifier-rnn

Different kinds of sentiment classifiers are developed using bidirectional stacked RNN with LSTM/GRU cells for the Twitter sentiment analysis dataset.

sentiment-classifiers-nn

This project includes 4 models of sentiment classifiers using feed-forward neural networs for The Twitter sentiment analysis dataset and comparison of them.