Endre Márk Borza
A non-exhaustive list of half-done projects, to provide a bit of pressure for making them presentable.
About
I’m Endre, I work as a junior research fellow at ANET lab, which is a multidisciplinary lab of network science, social science and geography. My BA and MA degrees are in economics and I’m taking a rather long road towards CS and ML. My interests are causality, explainability and symbolic methods in ML, with the aim of utilizing AI to aid a broad spectrum of scientific endeavors from social science to medicine.
2022
I’m running a small team called Social Science Computing Unit Budapest where in september of 2021, we started to build a comprehensive data science toolset for scientific research.
Most of it is an ecosystem built around a central dataset and data-project standard/framework currently named sscutils.
- colassigner so that we dont use string literals with pandas so much
- parquetranger to manage - save, load, extend - large datasets in partitioned parquet files
- a task queue orchestrator atqo
- raw data collection in aswan - named after a dam
- and some python package boilerplate branthebuilder so that we can start many others :)
Older Research Projects
Football Project
Unstructured soccer data from different sources, supporting several lines of research
Stable Matching
A recursive extension of Irving algorithm to generalize from the Roommate Problem to the Stable Partition Problem.
Entity Coreference
Python API to a Julia backend for entity coreference problems.
Putative Values
Research into values determining role-model selection and opinion formation in high school communities
Tools
BigO.jl
Julia library for complexity plotting and estimation
SJR Search Mozilla Extension
Search for a scientific journal with one right click (and then a left click)
Typegame
Small dash app for creating quizes for programming education
Language Speed Comparator
Comparison of programming languages, running the same inefficient, recursive fibonacci counting/printing algorithm, with an interface for guessing results
Teaching Django App
For organizing courses, lecures and their content.
Task Evaluation
Python package for evaluating simple programming tasks
Contributions
in decreasing order of magnitude :)