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amnesia-api-automation

Using Amnesia Anonymizer (https://github.com/dTsitsigkos/Amnesia) API and making full automation pipeline, taking a dictionary of columns and their types from Microsoft's presidio analyzer.

analysis-on-english-longitudinal-study-of-ageing

chatbot

undergraduate project with a friend, for the course Programming II

chatgpt-retrieval-plugin

The ChatGPT Retrieval Plugin lets you easily search and find personal or work documents by asking questions in everyday language.

chemical-absorption-modelling

drug-enzy-relations

Exploded dataframe drug-enzyme for training models. Drugbank XML for extraction and UMLS Metamorphosys for mapping.

drugbank-interactions-cuis

All pairs of interactions, with CUI codes instead of DB ids

earthquake-prediction-with-long-short-term-memory

enirisst-project

thebest.gr Patras news crawling about pm2.5 - NLP Techniques - Word embeddings of body text - LSTM Forecasting prediction

erasmus-web-app

PHP based full application for students to learn about and apply for ERASMUS.

evercookie

Produces persistent, respawning "super" cookies in a browser, abusing over a dozen techniques. Its goal is to identify users after they've removed standard cookies and other privacy data such as Flash cookies (LSOs), HTML5 storage, SilverLight storage, and others.

examples-langchain

fetchitt

A reddit search engine - buddy , using parcel , fetch and Bootstrap

grafana-dashboards-for-pm-2.5-events-from-news-sites

Web crawling of news articles from the city of Patras, regarding events that have an impact on the rise of pm 2.5 values. Joined datasets, created interesting visuals.

iasis-modules

Updated version, Jan. 2024. Each folder has a how-to file for information.

keras-drug-drug-interaction-model

Sequential API on undersampled dataset containing paths from the neo4j graph for drug-drug interaction

master-thesis

Data Fusion on PM 2.5, Weather and News Dataset regarding the city of Patras. Combination of word embeddings and numerical features into Multi Layer Perceptron. News dataset was crawled from thebest.gr, while the PM 2.5 and weather data were kindly given by Post-Doctoral Student Fotis Anagnostopoulos. Continuation of the PROJECT ENIRISST+.

nodejs-hashed-login

p4_lucat_wp3

Web mining, natural language processing, big data, Neural Networks

python-scraping-and-mini-tutorial

random-forest-with-smote-

SMOTE, SMOTE-ENN and some code from SEMATYP https://github.com/ShengtianSang/SemaTyP/blob/main/main.py

random-fractals

scientific-calculator

Taken from WebDevSimplified but added some more things and layout-behavior

terminal-landing-page

winbox.js terminal feel

thesis

Employing social network analysis to dark web communities. Social network analysis investigates social structures through the use of networks and graph theory. Mathematical models named centralities were used in Neo4J Graph DB. Code was solely in Python. No frameworks were used for the mining of user data.

transformers-training-fine-tuning

Testing 1 epoch on GLUE (Sentiment Analysis)

twitter-graph-centralities

Neo4j and networkx, social network analysis for Twitter (UK)