Pavlos Katsiotis's repositories
ESG-Investing-I
ESG investing for portfolio selection & optimization
Dash-Visualization-Interace
Dash Visualization Interface for analysis of the Avocado market in US, based on the tutorial in https://realpython.com/python-dash/. App deployment on Heroku -> https://avocado-analytics-dashboard.herokuapp.com/
ESG-Investing-Simulation
ESG investing for portfolio selection & optimization using simulations
Game-Theory
Game theory - Coalition games
Hotel-Bookings-Cancellations
Exploratory Data Analysis and application of machine learning techniques for predicting hotel booking cancellations. Dataset is from kaggle (https://www.kaggle.com/jessemostipak/hotel-booking-demand).
MTFs-Returns-Prediction
Data analysis and machine learning techniques for the prediction of Mutual Funds' returns. Dataset is from kaggle (https://www.kaggle.com/stefanoleone992/mutual-funds-and-etfs).
NLP
Applying NLP for analysing the Google Play reviews of an app
Non-Convex-Optimization
Non-Convex Optimization for the CSApHL problem