maddataanalyst
I’m a professional data scientist and a programmer with specialization in artificial intelligence and machine learning. I hold a PhD in Economics and Management
Mad data scientist
Pinned Repositories
blogposts_code
deep-hybrid-recommenders
This project is a part of the research on the improvement of e-commerce recommendation systems with deep hybrid collaborative filtering with content: A case study by Wójcik, F., & Górnik, M. It contains a working implementation of the models discussed in the paper and reproducible experiment pipelines.
for_students
Repository containing materials for my students on Wroclaw University of Economics
Graph_MAGIC_Conv
This repository accompanies the research paper titled "Money Laundering Detection with Multi-Aggregation Custom Edge GIN Networks," which is currently under review.
HexGIN
hextractor
maddataanalyst.github.io
Personal website
phd_materials
Materials from various conferences, presentations and workshops
relex
RELEX - Reinforcement Learning Experiments. RL experimentation and 'from scratch' implementations repo.
ThinkBayes2
Text and code for the forthcoming second edition of Think Bayes, by Allen Downey.
maddataanalyst's Repositories
maddataanalyst/deep-hybrid-recommenders
This project is a part of the research on the improvement of e-commerce recommendation systems with deep hybrid collaborative filtering with content: A case study by Wójcik, F., & Górnik, M. It contains a working implementation of the models discussed in the paper and reproducible experiment pipelines.
maddataanalyst/blogposts_code
maddataanalyst/relex
RELEX - Reinforcement Learning Experiments. RL experimentation and 'from scratch' implementations repo.
maddataanalyst/for_students
Repository containing materials for my students on Wroclaw University of Economics
maddataanalyst/HexGIN
maddataanalyst/phd_materials
Materials from various conferences, presentations and workshops
maddataanalyst/Graph_MAGIC_Conv
This repository accompanies the research paper titled "Money Laundering Detection with Multi-Aggregation Custom Edge GIN Networks," which is currently under review.
maddataanalyst/hextractor
maddataanalyst/maddataanalyst.github.io
Personal website
maddataanalyst/ThinkBayes2
Text and code for the forthcoming second edition of Think Bayes, by Allen Downey.