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Name: Dimitris Tsirmpas
Type: User
Bio: I like playing around with data and building stuff.
Name: Dimitris Tsirmpas
Type: User
Bio: I like playing around with data and building stuff.
A collection of common AI algorithm implementations (N-queens, Othello, ID3 and decision forests).
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.
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.
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.
A statistical study about US college admissions, featuring a full report in LaTeX.
Fundemental ML algorithm mathematics, algebraic and Python implementations, data-based problem solving
Python scripts that generate various kinds of C++ header and source files according to YAML config files.
Unpublished paper focusing on the effects of pseudo-labeling without specialized models and supporting algorithms.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.
Predicting the impact of scientific papers using traditional machine learning models and NLP
My personal data-science library.
Replication study for the recent "Social Capital II: determinants of economic connectedness" paper
Frontend, responsive e-shop development using vanilla JS.
A simple, modular graph library providing common interfaces, default implementations, serialization, access wrappers and algorithms for graphs
A program packing and unpacking text files using Huffman encoding into portable binary files.
Classifying the materials of individual pixels taken by satellite using Spectral Unmixing and Pixel Classification.
An Android application which allows users to declare a need for various services (such as household chores, going to the supermarket, driving children to / from school) and other users to apply to fulfill them.
Distributed computing for data science tasks, executed on a Ubuntu server.
A survey paper exploring the use of state-of-the-art deep neural network architectures in NLP problems featuring very large documents.
Synthetic dialogue creation. Experiments exploring the role of LLMs in the moderation of deliberation systems.
Practical Data Science assignments relating to LLMs, prompting and annotation tasks.
Long-Span Summarization
A Distributed System following the Publisher - Subscriber pattern. Also includes an Android Application that acts as a client, sending and receiving messages, and a local file system for persistence.
A project implementing a compiler for the 'Mini Python' programming language.
Using Constrained LS, SVD analysis and PageRank to efficiently solve common problems
Implementing a logistic regression and neural network models with batch stochastic gradient descent using numpy
A research paper written for, and presented in, the "Verification, Validation and Maintainance of Software Systems" course of the Athens University of Economics and Business.
A program that scans all text files in a given directory and finds the pairs that are more likely to have copied / plagiariazed text.
Projects concerning LLMs, prompting, NLP, webscraping, data aquisition and dataset analysis.
Scripts for option pricing (European/American) and FX arbitrage opportunities.
A declarative, efficient, and flexible JavaScript library for building user interfaces.
🖖 Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.
TypeScript is a superset of JavaScript that compiles to clean JavaScript output.
An Open Source Machine Learning Framework for Everyone
The Web framework for perfectionists with deadlines.
A PHP framework for web artisans
Bring data to life with SVG, Canvas and HTML. 📊📈🎉
JavaScript (JS) is a lightweight interpreted programming language with first-class functions.
Some thing interesting about web. New door for the world.
A server is a program made to process requests and deliver data to clients.
Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.
Some thing interesting about visualization, use data art
Some thing interesting about game, make everyone happy.
We are working to build community through open source technology. NB: members must have two-factor auth.
Open source projects and samples from Microsoft.
Google ❤️ Open Source for everyone.
Alibaba Open Source for everyone
Data-Driven Documents codes.
China tencent open source team.