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Egor Dudyrev, PhD student with engineer mindset

Résumé

My positions:

  • 2nd year PhD student in Université de Lorraine (Nancy, France),
  • 3rd year PhD student in HSE University (Moscow, Russia),
  • full-time Doctorant in LORIA research laboratory (Nancy), and
  • part-time seminar teacher of Data Mining course at IDMC (Nancy, France).

My research interests lie in merging the theory of Formal Concept Analysis (FCA) with the practice of Explainable Artificial Intelligence (XAI).

Projects

Currently, I develop three GitHub repository:

  1. Caspailleur: Minimalistic, function-based package to run binary FCA operations in Python;
  2. Paspailleur: Class-based package to adopt Caspailleur to complex data via Pattern Structures;
  3. Expailleur: Repository with Colab tutorials for Caspailleur and Paspailleur.

All above mentioned repositories will be merged into the backend code for SmartFCA project by ANR.

And I still maintain my old project for running FCA with Python: FCApy.

Contacts and social networks

Python Google Scholar LinkedIn

GitHub stats

Egor's GitHub stats

Egor Dudyrev's Projects

caspailleur icon caspailleur

Minimalistic python package for mining many concise data representations. Part of SmartFCA project.

data_analytics icon data_analytics

Курс по анализу и управлению данными

decisionguild icon decisionguild

A common framework for all rule-based and decision-based ML models

fcapy icon fcapy

A library to work with formal (and pattern) contexts, concepts, lattices

hse_comp_ling icon hse_comp_ling

Home assignments on Computer Linguistic course at HSE Data Science

netology_ml icon netology_ml

Netology "Машинное обучение: фундаментальные инструменты и практики" course

osda_course icon osda_course

Ordered Sets in Data Analysis course taught in "Data Science" master programme in HSE University

rip_hw icon rip_hw

Razrabotka Internet Prilozheniy (WEB applications developing) university course HomeWork.

rip_lab2-old-3- icon rip_lab2-old-3-

RIP stands for Razrabotka Internet Prilozheniy (WEB applications developing)

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