evantsogk

MSc Data Science and Machine Learning at NTUA | BSc Computer Science at AUEB

Loutraki, Greece

Pinned Repositories

GTAV-image-to-image-translation
Master's thesis: Unpaired translation of Grand Theft Auto V images to real urban scenes using PyTorch
Language:Python10
fake-news-detection
Bachelor's Thesis: A Deep Learning Framework for Multi-Modal Fake News Detection using TensorfFlow 2 (Keras API), accompanied by an android app demo. Implemented in PyCharm and Android Studio
Language:Java61
fmri-to-image-decoding
Image reconstruction from fMRI using a Generative Adversarial Network in PyTorch
Language:Python10
pyspark-big-data-project
Calculation of TF-IDF using map-reduce for text classification with SparkML, plus some queries with the RDD API and Spark SQL
Language:Python01
geospatial-data-analysis-projects
1. Harmonic analysis of NDVI time series using Google Earth Engine, 2. Postgres database and weather data analysis, 3. Classification and semantic segmentation of satellite images with PyTorch
Language:Jupyter Notebook80
collaborative-filtering
A Recommendation System that can be trained in a distributed environment accompanied by an android app. Implemented in IntelliJ and Android Studio
Language:Java10
music-genre-and-emotion-recognition
Music genre classification and emotion recognition (regression) in PyTorch, using LSTM, CNN, transfer learning and multitask learning
Language:Jupyter Notebook20
android-software
An Android software for a mobile communication provider including Unit Tests. Implemented in Android Studio
Language:Java10
a_maze_d
A simple maze game with swing UI
Language:Java00
CART
Implementation of a decision tree from scratch using the CART algorithm
Language:Jupyter Notebook00

evantsogk's Repositories

evantsogk/SLP-projects
My Speech and Language Processing projects for the corresponding MSc course
Language:Python
evantsogk/chess-game
A simple website to play chess against an AI based on the MiniMax algorithm. It uses the python-chess library for move generation and validation, the chessboard.js library for the board's UI, and PyScript to run Python code directly in the browser.
Language:HTML
evantsogk/text-to-speech-melgan
Reproduction of MelGAN vocoder fine-tuned for end-to-end speech synthesis using NVIDIA's Tacotron2
Language:Jupyter Notebook
evantsogk/geospatial-data-analysis-projects
1. Harmonic analysis of NDVI time series using Google Earth Engine, 2. Postgres database and weather data analysis, 3. Classification and semantic segmentation of satellite images with PyTorch
Language:Jupyter Notebook8
evantsogk/Transformers-for-NLP-2nd-Edition
evantsogk/GTAV-image-to-image-translation
Master's thesis: Unpaired translation of Grand Theft Auto V images to real urban scenes using PyTorch
Language:Python1
evantsogk/fake-news-detection
Bachelor's Thesis: A Deep Learning Framework for Multi-Modal Fake News Detection using TensorfFlow 2 (Keras API), accompanied by an android app demo. Implemented in PyCharm and Android Studio
Language:Java61
evantsogk/pyspark-big-data-project
Calculation of TF-IDF using map-reduce for text classification with SparkML, plus some queries with the RDD API and Spark SQL
Language:Python1
evantsogk/fmri-to-image-decoding
Image reconstruction from fMRI using a Generative Adversarial Network in PyTorch
Language:Python1
evantsogk/music-genre-and-emotion-recognition
Music genre classification and emotion recognition (regression) in PyTorch, using LSTM, CNN, transfer learning and multitask learning
Language:Jupyter Notebook2
evantsogk/machine-learning-mini-projects
My projects for the MSc course 'Machine learning'
Language:Jupyter Notebook
evantsogk/steam-data-mining-project
A content-based recommender system and review analysis of 'The Elder Scrolls V: Skyrim' for my MSc course 'Data mining'
Language:Python
evantsogk/computational-statistics-exercises
Some programming exercises in R for my MSc course 'Computational statistics'
Language:R
evantsogk/statistical-modelling
My statistical modeling projects for the corresponding MSc course
Language:R
evantsogk/covid-19-exploratory-data-analysis
Exploratory data analysis of Covid-19 confirmed cases and number of deaths until December 24, 2020
Language:R
evantsogk/stock-market-time-travel-project
Simulation of stock transactions to make money as a time traveler who knows the historical daily prices and volumes of all U.S. stocks
Language:Python
evantsogk/stacking-ensemble
A Stacking Ensemble using scikit-learn, Keras, XGBoost and LightGBM for the bike sharing demand problem
Language:Python
evantsogk/collaborative-filtering
A Recommendation System that can be trained in a distributed environment accompanied by an android app. Implemented in IntelliJ and Android Studio
Language:Java1
evantsogk/android-software
An Android software for a mobile communication provider including Unit Tests. Implemented in Android Studio
Language:Java1
evantsogk/CART
Implementation of a decision tree from scratch using the CART algorithm
Language:Jupyter Notebook
evantsogk/neural-network
Implementation of a neural network from scratch with one hidden layer
Language:Python
evantsogk/EM-GMM
Implementation of the EM algorithm for Gaussian Mixtures from scratch
Language:Python
evantsogk/ppm-image-editor
A program for applying different filters to images. Implemented in Visual Studio. (3rd semester C++ course project)
Language:C++
evantsogk/coin-detector
A computer vision program that detects coins in images using Hough Transform. Implemented in PyCharm
Language:Python
evantsogk/DB-Client
A VB.NET client for connecting to and handling an SQL database. Implemented in Visual Studio
Language:Visual Basic .NET
evantsogk/a_maze_d
A simple maze game with swing UI
Language:Java
evantsogk/genetic-algorithm
Implementation of a Genetic Algorithm for the generation of a school schedule
Language:Java
evantsogk/elasticsearch-client
An ElasticSearch client for indexing documents and running queries. Implemented in IntelliJ
Language:Java