EDA Helsinki

edahelsinki

The Exploratory Data Analysis group, lead by Associate Professor Kai Puolamäki, is located at University of Helsinki (CS and INAR)

Finland

https://www.helsinki.fi/en/researchgroups/exploratory-data-analysis

EDA Helsinki's repositories

slisemap

SLISEMAP: Combining supervised dimensionality reduction with local explanations

Language:PythonMIT15 30

xiplot

Web-first Visualisation platform for Multidimensional Data

Language:PythonMIT14 3 4

pyslise

Robust regression algorithm that can be used for explaining black box models (Python implementation)

Language:PythonMIT5 20

slise

Robust regression algorithm that can be used for explaining black box models (R implementation)

Language:RMIT5 50

ICSD

Interactive causal structure discovery

Language:HTMLMIT400

corand

Language:RMIT2 50

sideR

Language:RMIT2 40

cyclesampler

CycleSampler

Language:RMIT1 40

slisemap_interactive

Interactive plots for Slisemap

Language:PythonMIT100

vispa

Language:RMIT1 40

bsv

Language:RMIT000

drifter

Language:RMIT040

gpbound

Language:Python030

shgde

MIT040

tiler

Constrained randomisation of matrices using tiles

Language:RNOASSERTION000

EDAdemoR

Language:RMIT050

ml4atm2023

ECML PKDD 2023 workshop Machine learning for atmospheric processes

020

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".

Language:PythonMIT000