CRAN/E | R Packages from Michal Burdukiewicz

Michal Burdukiewicz

Author of 17 R packages

Quick info

Michal Burdukiewicz has worked on 17 packages so far. In total, Michal Burdukiewicz has worked with 41 other authors on those packages. Impressive teamwork!

Packages overview

AmpGram
AmyloGram
CancerGram
HaDeX
MBmca
PCRedux
RDML
SLOPE
auditor
bcv
biogram
chipPCR
countfitteR
rSAFE
shapper
signalHsmm
tidysq

Package details

AmpGram

Prediction of Antimicrobial Peptides

Michal Burdukiewicz , Katarzyna Sidorczuk , Filip Pietluch , Dominik Rafacz , Stefan Roediger , Jaroslaw Chilimoniuk

AmyloGram

Prediction of Amyloid Proteins

Michal Burdukiewicz , Piotr Sobczyk , Stefan Roediger

CancerGram

Prediction of Anticancer Peptides

Michal Burdukiewicz , Katarzyna Sidorczuk , Filip Pietluch , Dominik Rafacz , Mateusz Bakala , Jadwiga Słowik

HaDeX

Analysis and Visualisation of Hydrogen/Deuterium Exchange Mass Spectrometry Data

Weronika Puchala , Michal Burdukiewicz , Dominik Rafacz

MBmca

Nucleic Acid Melting Curve Analysis

Stefan Roediger , Michal Burdukiewicz

PCRedux

Quantitative Polymerase Chain Reaction (qPCR) Data Mining and Machine Learning Toolkit

Stefan Roediger , Michal Burdukiewicz , Andrej-Nikolai Spiess , Konstantin A. Blagodatskikh , Dominik Rafacz

RDML

Importing Real-Time Thermo Cycler (qPCR) Data from RDML Format Files

Konstantin A. Blagodatskikh , Stefan Roediger , Michal Burdukiewicz , Andrej-Nikolai Spiess

SLOPE

Sorted L1 Penalized Estimation

Johan Larsson , Jonas Wallin , Malgorzata Bogdan , Ewout van den Berg , Chiara Sabatti , Emmanuel Candes , Evan Patterson , Weijie Su , Jakub Kała , Krystyna Grzesiak , Michal Burdukiewicz , Jerome Friedman , Trevor Hastie , Rob Tibshirani , Balasubramanian Narasimhan , Noah Simon , Junyang Qian , Akarsh Goyal

auditor

Model Audit - Verification, Validation, and Error Analysis

Alicja Gosiewska , Przemyslaw Biecek , Hubert Baniecki , Tomasz Mikołajczyk , Michal Burdukiewicz , Szymon Maksymiuk

bcv

Cross-Validation for the SVD (Bi-Cross-Validation)

Michal Burdukiewicz , Patrick O. Perry , Seyed Morteza Najibi

biogram

N-Gram Analysis of Biological Sequences

Michal Burdukiewicz , Piotr Sobczyk , Chris Lauber , Dominik Rafacz , Katarzyna Sidorczuk

chipPCR

Toolkit of Helper Functions to Pre-Process Amplification Data

Stefan Roediger , Michal Burdukiewicz , Konstantin A. Blagodatskikh , Andrej-Nikolai Spiess

countfitteR

Comprehensive Automatized Evaluation of Distribution Models for Count Data

Jaroslaw Chilimoniuk , Alicja Gosiewska , Jadwiga Słowik , Michal Burdukiewicz , Stefan Roediger

rSAFE

Surrogate-Assisted Feature Extraction

Alicja Gosiewska , Anna Gierlak , Przemyslaw Biecek , Michal Burdukiewicz

shapper

Wrapper of Python Library 'shap'

Szymon Maksymiuk , Alicja Gosiewska , Przemyslaw Biecek , Mateusz Staniak , Michal Burdukiewicz

signalHsmm

Predict Presence of Signal Peptides

Michal Burdukiewicz , Piotr Sobczyk , Jaroslaw Chilimoniuk

tidysq

Tidy Processing and Analysis of Biological Sequences

Dominik Rafacz , Michal Burdukiewicz , Laura Bakala , Leon Eyrich Jessen , Stefan Roediger , Jadwiga Slowik , Weronika Puchala , Katarzyna Sidorczuk , Filip Pietluch , Jaroslaw Chilimoniuk

Colleagues

Katarzyna Sidorczuk
Filip Pietluch
Dominik Rafacz
Stefan Roediger
Jaroslaw Chilimoniuk
Piotr Sobczyk
Mateusz Bakala
Jadwiga Słowik
Weronika Puchala
Andrej-Nikolai Spiess
Konstantin A. Blagodatskikh
Johan Larsson
Jonas Wallin
Malgorzata Bogdan
Ewout van den Berg
Chiara Sabatti
Emmanuel Candes
Evan Patterson
Weijie Su
Jakub Kała
Krystyna Grzesiak
Jerome Friedman
Trevor Hastie
Rob Tibshirani
Balasubramanian Narasimhan
Noah Simon
Junyang Qian
Akarsh Goyal
Alicja Gosiewska
Przemyslaw Biecek
Hubert Baniecki
Tomasz Mikołajczyk
Szymon Maksymiuk
Patrick O. Perry
Seyed Morteza Najibi
Chris Lauber
Anna Gierlak
Mateusz Staniak
Laura Bakala
Leon Eyrich Jessen
Jadwiga Slowik