EDA Helsinki
The Exploratory Data Analysis group, led by Professor Kai Puolamäki, is located at University of Helsinki (CS and INAR).
Finland
Pinned Repositories
corand
cyclesampler
CycleSampler
gpbound
ICSD
Interactive causal structure discovery
pyslise
Robust regression algorithm that can be used for explaining black box models (Python implementation)
sideR
slise
Robust regression algorithm that can be used for explaining black box models (R implementation)
slisemap
SLISEMAP: Combining supervised dimensionality reduction with local explanations
slisemap_interactive
Interactive plots for Slisemap
xiplot
Web-first Visualisation platform for Multidimensional Data
EDA Helsinki's Repositories
edahelsinki/slisemap
SLISEMAP: Combining supervised dimensionality reduction with local explanations
edahelsinki/xiplot
Web-first Visualisation platform for Multidimensional Data
edahelsinki/pyslise
Robust regression algorithm that can be used for explaining black box models (Python implementation)
edahelsinki/slise
Robust regression algorithm that can be used for explaining black box models (R implementation)
edahelsinki/ICSD
Interactive causal structure discovery
edahelsinki/corand
edahelsinki/gpbound
edahelsinki/sideR
edahelsinki/cyclesampler
CycleSampler
edahelsinki/slisemap_interactive
Interactive plots for Slisemap
edahelsinki/vispa
edahelsinki/bsv
edahelsinki/drifter
edahelsinki/EDAdemoR
edahelsinki/shgde
edahelsinki/tiler
Constrained randomisation of matrices using tiles
edahelsinki/explainreduce
edahelsinki/gbmap
Gradient Boosting Mapping for nonlinear dimensionality reduction
edahelsinki/ml4atm2023
ECML PKDD 2023 workshop Machine learning for atmospheric processes
edahelsinki/paper-slisemap-physical
This repository contains the source files and scripts necessary to recreate the experiments and figures in our paper "Using SLISEMAP to Interpret Physical Data".