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a_maze_d

A simple maze game with swing UI

android-software

An Android software for a mobile communication provider including Unit Tests. Implemented in Android Studio

cart

Implementation of a decision tree from scratch using the CART algorithm

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.

coin-detector

A computer vision program that detects coins in images using Hough Transform. Implemented in PyCharm

collaborative-filtering

A Recommendation System that can be trained in a distributed environment accompanied by an android app. Implemented in IntelliJ and Android Studio

computational-statistics-exercises

Some programming exercises in R for my MSc course 'Computational statistics'

covid-19-exploratory-data-analysis

Exploratory data analysis of Covid-19 confirmed cases and number of deaths until December 24, 2020

db-client

A VB.NET client for connecting to and handling an SQL database. Implemented in Visual Studio

elasticsearch-client

An ElasticSearch client for indexing documents and running queries. Implemented in IntelliJ

em-gmm

Implementation of the EM algorithm for Gaussian Mixtures from scratch

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

fmri-to-image-decoding

Image reconstruction from fMRI using a Generative Adversarial Network in PyTorch

genetic-algorithm

Implementation of a Genetic Algorithm for the generation of a school schedule

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

gtav-image-to-image-translation

Master's thesis: Unpaired translation of Grand Theft Auto V images to real urban scenes using PyTorch

machine-learning-mini-projects

My projects for the MSc course 'Machine learning'

music-genre-and-emotion-recognition

Music genre classification and emotion recognition (regression) in PyTorch, using LSTM, CNN, transfer learning and multitask learning

neural-network

Implementation of a neural network from scratch with one hidden layer

ppm-image-editor

A program for applying different filters to images. Implemented in Visual Studio. (3rd semester C++ course project)

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

slp-projects

My Speech and Language Processing projects for the corresponding MSc course

stacking-ensemble

A Stacking Ensemble using scikit-learn, Keras, XGBoost and LightGBM for the bike sharing demand problem

statistical-modelling

My statistical modeling projects for the corresponding MSc course

steam-data-mining-project

A content-based recommender system and review analysis of 'The Elder Scrolls V: Skyrim' for my MSc course 'Data mining'

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

text-to-speech-melgan

Reproduction of MelGAN vocoder fine-tuned for end-to-end speech synthesis using NVIDIA's Tacotron2

transformers-for-nlp-2nd-edition