Pinned Repositories
athens-conceptual-model
A conceptual model written on OWL-RDF (w/ attached report) to be used for an online guide for urban areas. Focuses on the area around Syntagma Square.
coffee-ui
An Android application aiming to provide a modern, accesible UI to a standard, commerical coffee machine. Supports ingredient selection, schedule creation and management, video tutorials and TTS for accessibility.
deep_vision_domain_adaptation
Unpublished paper focusing on the effects of pseudo-labeling without specialized models and supporting algorithms. Includes presentation slides, paper, experiments and task-specific preprocessing/pseudo-labeling library.
disruptive-science-study
Predicting the impact of scientific papers using traditional machine learning models and NLP
ds_lib
My personal data-science library.
large-scale-data
Distributed computing for data science tasks, executed on a Ubuntu server.
llm_moderation_research
Synthetic dialogue creation. Experiments exploring the role of LLMs in the moderation of deliberation systems.
practical_data_science
Projects concerning LLMs, prompting, NLP, webscraping, data aquisition and dataset analysis.
Telefrog-WebRTC
A Real Time Conferencing (RTC) service which allows users to connect, talk, and send messages to each other while also supporting account management and storage.
text_analytics
Language Modelling (text generation, spell correction) and Sentiment Analysis / POS Tagging with MLP, RNN, CNN and BERT models and LLM prompting
dimits-ts's Repositories
dimits-ts/athens-conceptual-model
A conceptual model written on OWL-RDF (w/ attached report) to be used for an online guide for urban areas. Focuses on the area around Syntagma Square.
dimits-ts/coffee-ui
An Android application aiming to provide a modern, accesible UI to a standard, commerical coffee machine. Supports ingredient selection, schedule creation and management, video tutorials and TTS for accessibility.
dimits-ts/disruptive-science-study
Predicting the impact of scientific papers using traditional machine learning models and NLP
dimits-ts/ds_lib
My personal data-science library.
dimits-ts/hyperspectral-imaging
Classifying the materials of individual pixels taken by satellite using Spectral Unmixing and Pixel Classification.
dimits-ts/LLMs_prompting_annotation
Practical Data Science assignments relating to LLMs, prompting and annotation tasks.
dimits-ts/practical_data_science
Projects concerning LLMs, prompting, NLP, webscraping, data aquisition and dataset analysis.
dimits-ts/syndisco
A lightweight, simple and specialized framework used for creating, storing, annotating and analyzing synthetic discussions between LLMs.
dimits-ts/text_analytics
Language Modelling (text generation, spell correction) and Sentiment Analysis / POS Tagging with MLP, RNN, CNN and BERT models and LLM prompting
dimits-ts/time_series_GDP
Predicting GDP growth using ARIMA time series models
dimits-ts/weight_analysis
A short applied statistics project investigating (in part) cause and effect of weight loss in clinical trials.
dimits-ts/college_analysis
A statistical study about US college admissions, featuring a full report in LaTeX.
dimits-ts/deep_vision_domain_adaptation
Unpublished paper focusing on the effects of pseudo-labeling without specialized models and supporting algorithms. Includes presentation slides, paper, experiments and task-specific preprocessing/pseudo-labeling library.
dimits-ts/large-scale-data
Distributed computing for data science tasks, executed on a Ubuntu server.
dimits-ts/llm_moderation_research
Synthetic dialogue creation. Experiments exploring the role of LLMs in the moderation of deliberation systems.
dimits-ts/ai_gdpr
A brief report exploring the impact of AI technologies on European citizens and the compliance challenges posed by the General Data Protection Regulation (GDPR), covering sections such as GDPR and AI interaction, privacy implications, democracy, discrimination, public and private sectors, transparency, and privacy-by-design.
dimits-ts/annotation_agreement
dimits-ts/aposteriori-unimodality
dimits-ts/computational_statistics
Fundemental ML algorithm mathematics, algebraic and Python implementations, data-based problem solving
dimits-ts/conda_auto_backup
dimits-ts/deliberate-lab
Platform for running online research experiments on human + LLM group dynamics.
dimits-ts/deliberate-lab-utils
Local LLM server and automation scripts for Google's deliberate lab development
dimits-ts/Large-Text-NLP-Survey
A survey paper exploring the use of state-of-the-art deep neural network architectures in NLP problems featuring very large documents.
dimits-ts/numerical-optimization
Using Constrained LS, SVD analysis and PageRank to efficiently solve common problems
dimits-ts/quantitative-finance
Scripts for option pricing (European/American) and FX arbitrage opportunities.
dimits-ts/short-recommender-survey
A very brief primer of Content Based vs Collaborative Filtering algorithms
dimits-ts/synthetic_moderation_experiments
Experiments relating to synthetic LLM user-agents and LLM facilitators in online discussions
dimits-ts/visualization-assignments
Visualizing and analyzing results from the PISA-2018 competitions with regards to Greek performance and gender gap.
dimits-ts/visualization-team-project
Team project visualizing various views for an established bike-sharing company. Includes a written report, presentation, R-code and Tableau files
dimits-ts/vscodium-settings