Pinned Repositories
RL-FrozenLake
This project demonstrates the training and evaluation of RL agents to navigate through a slippery frozen lake to reach the goal safely. We use the FrozenLake-v1 environment and the DQN and PPO algorithms from Stable-Baselines3. Additionally, it provides an API to interact with the environment.
FastAPI-Data-Service
A RESTful API for handling data related to retail transactions. The API allows users to retrieve, create, and delete records of retail transactions, providing access to valuable data for analysis and application development.
Information-Diffusion-in-Social-Networks
This Python project is designed to analyze the diffusion of information in social networks using network analysis techniques and the Independent Cascade Model.
Time-Series-Analysis-and-Forecasting
A Python XML Parser for DBLP Computational Linguistics Publications and Time Series Analysis. This script provides a comprehensive analysis of publications in the field of Computational Linguistics and offers insights into the trend and forecast of publication numbers.
Data-Warehouse-and-Business-Intelligence
This project is an application implemented for the purpose of the course: Data-Warehouses and Business Intelligence during my MSc in Advanced Information Systems. The project aims to create a data warehouse (DW), specifically constructing cubes from large databases (DB) and performing detailed analysis of cube data (OLAP).
Dermoscopy-Image-Classification
The project implements a deep learning approach for classifying dermoscopy images, aiding in the diagnosis of melanoma.The proposed method involves the use of a combination of EfficientNet-B0 features, GLCM, LBP, color moments features, and metadata features to improve base model's performance by 93,97% AUC score.
algorithms-and-data-structures-in-C
CNN-mobileNet-SIgnLanguage
DimitrisTsel
DjangoCRM
This is a Customer Relationship Management (CRM) system built using Django, designed to manage interactions with current and potential customers. It provides user authentication and authorization system for users and administrators. It also provides functionalities for storing customer records, updating and deleting them.
DimitrisTsel's Repositories
DimitrisTsel/DimitrisTsel
DimitrisTsel/RL-FrozenLake
This project demonstrates the training and evaluation of RL agents to navigate through a slippery frozen lake to reach the goal safely. We use the FrozenLake-v1 environment and the DQN and PPO algorithms from Stable-Baselines3. Additionally, it provides an API to interact with the environment.
DimitrisTsel/Data-Warehouse-and-Business-Intelligence
This project is an application implemented for the purpose of the course: Data-Warehouses and Business Intelligence during my MSc in Advanced Information Systems. The project aims to create a data warehouse (DW), specifically constructing cubes from large databases (DB) and performing detailed analysis of cube data (OLAP).
DimitrisTsel/FastAPI-Data-Service
A RESTful API for handling data related to retail transactions. The API allows users to retrieve, create, and delete records of retail transactions, providing access to valuable data for analysis and application development.
DimitrisTsel/algorithms-and-data-structures-in-C
DimitrisTsel/Realtime-Data-Engineering
DimitrisTsel/DjangoCRM
This is a Customer Relationship Management (CRM) system built using Django, designed to manage interactions with current and potential customers. It provides user authentication and authorization system for users and administrators. It also provides functionalities for storing customer records, updating and deleting them.
DimitrisTsel/Dermoscopy-Image-Classification
The project implements a deep learning approach for classifying dermoscopy images, aiding in the diagnosis of melanoma.The proposed method involves the use of a combination of EfficientNet-B0 features, GLCM, LBP, color moments features, and metadata features to improve base model's performance by 93,97% AUC score.
DimitrisTsel/Research-Center
This project is an application implemented for the purpose of the course: Relational Databases during my MSc in Advanced Information Systems. This Java desktop application, implemented with Swing for the user interface (UI) and MySQL database for data storage, is designed to serve as a management tool for a research center. It provides fun
DimitrisTsel/WeatherApp
This project is an application implemented for the purpose of the course: Java Programming Language during my MSc in Advanced Information Systems. It is Maven Java project provides functionalities to interact with weather data using the OpenWeather API. It includes methods to retrieve current weather, daily and hourly forecasts, based on location o
DimitrisTsel/eHealth
This project is an application implemented for the purpose of the course: Information Systems - web applications during my MSc in Advanced Information Systems. This web application is developed for monitoring and managing medical history records. The purpose of this project is to develop an information system related to electronic medical records.
DimitrisTsel/Time-Series-Analysis-and-Forecasting
A Python XML Parser for DBLP Computational Linguistics Publications and Time Series Analysis. This script provides a comprehensive analysis of publications in the field of Computational Linguistics and offers insights into the trend and forecast of publication numbers.
DimitrisTsel/Information-Diffusion-in-Social-Networks
This Python project is designed to analyze the diffusion of information in social networks using network analysis techniques and the Independent Cascade Model.
DimitrisTsel/Skin-Cancer-App
Skin Cancer App is a Python project scaffold aimed at building a comprehensive application for skin cancer detection and analysis. It provides a structured setup for developing various components of the application, including a command-line tool, microservices, and more.
DimitrisTsel/CNN-mobileNet-SIgnLanguage