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Nikolas Petrou's Projects

8-puzzle-solver icon 8-puzzle-solver

Solver for the 8-puzzle problem using the following algorithms: BestFS (using Manhattan's distance as a heuristic function) , DFS and BFS.

lincfna icon lincfna

A large dataset which consists of linguistic characteristics of fake and real articles

memory-game icon memory-game

Memory Game played with cards. Uses a graphical user interface.

mlintro icon mlintro

Getting started with Machine Learning

my-beer-journey icon my-beer-journey

An android application which includes popular beers from all over the world and aims at user through a “beer journey” to try all these beers of the app.

predict-the-price-of-books icon predict-the-price-of-books

Using the provided dataset which includes various book features, in order to predict the price of books, using various proposed methods and models.

quick-python-example-guide icon quick-python-example-guide

Guide which focuses on the fundamental syntax of the language without the classic "this is variable, and here's what you can do with variables"

sentiment-analysis-and-eda-for-the-imdb-dataset icon sentiment-analysis-and-eda-for-the-imdb-dataset

The work focuses on the exploration and study of different approaches which are used for Sentiment Analysis (e.g. Bag of Words, TF-IDF, Word Embeddings). In addition, the work utilizes and compares different classification algorithms for Sentiment Analysis tasks in Natural Language Processing (e.g. Tree based Algorithms, Linear Models and SVMs).

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