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Name: Marek Gagolewski

Type: User

Company: Warsaw University of Technology

Bio: Free universities!

Location: Warsaw, Poland

Blog: https://www.gagolewski.com

Prof. Marek Gagolewski

My research interests include machine learning, data aggregation and clustering, computational and applied statistics, and mathematical modelling (the science of science, sport, economics, social sciences, psychometrics, bibliometrics, etc.).

In my spare time, I write books for my students and develop open-source data analysis software.

Deep R Programming

stringi

stringx

realtest

Minimalist Data Wrangling with Python

clustering-benchmarks

genieclust

Open-access textbooks

Deep R Programming (HTML) (PDF) (paper copy) (GitHub)
Minimalist Data Wrangling in Python (HTML) (PDF) (paper copy) (GitHub)

Software

Python packages

genieclust – Fast and robust hierarchical clustering with noise point detection (GitHub) (PyPI) (paper)
clustering-benchmarks – A framework for benchmarking clustering algorithms (GitHub) (PyPI) (paper)

R packages

stringi – Fast and portable character string processing in R (one of the most often downloaded packages for R) (GitHub) (CRAN) (paper)
genieclust – Fast and robust hierarchical clustering with noise point detection (GitHub) (CRAN) (paper)
stringx – Drop-in replacements for base R string functions powered by stringi (GitHub) (CRAN)
realtest – Where expectations meet reality: Realistic unit testing in R (GitHub) (CRAN)
TurtleGraphics – Learn computer programming in R while having a jolly time! (GitHub) (CRAN)

Data

Clustering benchmarks (framework, datasets, results)
Datasets for teaching

Marek Gagolewski's Projects

agop

Aggregation Operators Package for R

aipp

Algorytmy i podstawy programowania w języku C++ (in Polish)

analiza_danych_w_jezyku_python

M. Gągolewski, M. Bartoszuk, A. Cena, Przetwarzanie i analiza danych w języku Python, PWN, 2016

bfpm_critique

A Critique of the Bounded Fuzzy Possibilistic Method - Supplementary Files

bibliography

Marek's Publications in BibTeX + some preprints

bookdown_marek_mods

[DEPRECATED] some mods to the R package bookdown - used in my books' custom build chains

citan

[DEPRECATED] CITation ANalysis toolpack

clustering-benchmarks

A framework for benchmarking clustering algorithms

clustering-data-v0

Datasets for Clustering [DEPRECATED – A NEW VERSION IS AVAILABLE]

clustering-data-v1

A framework for benchmarking clustering algorithms – Benchmark suite, version 1

clustering-results-v1

A framework for benchmarking clustering algorithms – Benchmark results (for version 1 of the Suite)

cpackagedemo

A demo R package (with C code)

datafusion

Data Fusion (open-access research monograph, 2015)

datastructures

General data structures and algorithms for use with R

datawranglingpy

Minimalist Data Wrangling with Python (Open-Access Textbook)

deepr

Deep R Programming (Open-Access Textbook)

examplercppstringi

Access to the stringi API from within an Rcpp-based Project

fuzzynumbers

Tools to Deal with Fuzzy Numbers in R

gagolews

Marek Gagolewski

gagolews.github.io

genie

Genie: A Fast and Robust Hierarchical Clustering Algorithm (this R package has now been superseded by genieclust)

genieclust

Genie: Fast and Robust Hierarchical Clustering with Noise Point Detection - in Python and R

home-bin

/home/gagolews/bin

icudt

[DEPRECATED] ICU data files packaged for use in R

lmlcr

Lightweight Machine Learning Classics with R (Book Draft)

optim_cvi

Are Cluster Validity Measures (In)valid? — Supplementary Material

ordinal-regression-data

Ordinal Regression Benchmark Data

playground.jl

[DEPRECATED] My Julia functions (for testing, etc.)

playground.r

[DEPRECATED] Marek's Handy R Functions

programowanie_w_jezyku_r

M. Gągolewski, Programowanie w języku R, PWN, 2016

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