Alviona Mancho's Projects
Config files for my GitHub profile.
This repository hosts a series of Interactive Python Notebooks (ipynb files) that cover topics related to applied probabilities and randomized algorithms. It includes simulations of processes, the results of which are compared with what is known from the relevant theory
An alternative Black Jack game developed in C++ using SGG (Simple Game Graphics) Library
Text word analysis and metrics for any custom .txt file provided, using algorithms and performing operations on Binary Search Trees (BST). Lots of BST algorithms are implemented
Sentiment analysis performed on IMDb reviews using Logistic regression, Naive Bayes Bernoulli classifier and a biGRU RNN
Task assignment to processors using a greedy approach. A Maximum Priority Queue is used for processors, and Heapsort algorithm is implemented to sort tasks. Statistical results are interpreted
A Reversi (a.k.a. Othello) game developed in Java with Minimax alpha-beta pruning algorithm
Sofari is a website built with HTML, CSS & JS that supports connection with MongoDB. It implements a simplified version of a classified ads search service.
Stellar classification using a wide range of ML algorithms to perform dimensionality reduction, classification and clustering
A distributed activity tracking app for exercise that utilizes MapReduce. Made with Android Studio.
A theater seat reservation system in C using POSIX threads (pthreads) library for parallelism control via mutexes (Operating Systems course)
Assignments and projects completed as part of my university courses at AUEB (2020-2024)