Stavros Efthymiadis's repositories
galaxies_GAN
In this project i will be creating a Generative Adversarial Network with tensorflow and python to generate galaxies using the astroNN dataset
Deep_Learning_Basics
A 10 chapter digital notebook about Deep Learning Basics, with examples and explanations.
steam_game_recommender
This project aims to build a game recommendation system for Steam users using machine learning techniques. It utilizes a custom dataset of Steam IDs to retrieve user-specific information such as owned games, playtimes, and game tags through the Steam Web API. The collected data is then processed and used to train a machine learning model.
ACM_Machine_Learning
ACM Machine Learning team lesson slides and projects
artificial_intelligent_chatbot_application
This is a personal project made in python. The project goal is to create an artificially intelligent bot trained on data I will be giving it able to communicate with the user on a webpage after the user creates an account. This project will enhance my AI, Neural Network, natural language processing, web applications, and databases skills.
chrome_dino_RL
A reinforced learning AI model for chrome Dino game using Python and Deep learning
celestial_scanner
Personal project made in python using Tensorflow and Object-Detection API. A space celestial scanner able to detect asteroids, planets, galaxies, nebulas and black holes.
cat_dog_classifier
In this project i will be creating a deep neural network classifier that recognizes cats or dogs using tensorflow and image data.
price_prediction_application
This is a personal project made to enhance my data analysis and web applications skills using python and flask. Its purpose is analyzing data using yfinance and predicting the future price of a cryptocurrency pair the user chooses along with visual presentations of data input and charts.
Space_Blaster
A 2D space shooting game made by me using Unity game engine. Personal project finished within 2 weeks and got me introduced in game development and C# coding.