EDA Helsinki (edahelsinki)

EDA Helsinki

edahelsinki

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

Location:Finland

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

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EDA Helsinki's repositories

slisemap

SLISEMAP: Combining supervised dimensionality reduction with local explanations

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xiplot

Web-first Visualisation platform for Multidimensional Data

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pyslise

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

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slise

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

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ICSD

Interactive causal structure discovery

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cyclesampler

CycleSampler

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slisemap_interactive

Interactive plots for Slisemap

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tiler

Constrained randomisation of matrices using tiles

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ml4atm2023

ECML PKDD 2023 workshop Machine learning for atmospheric processes

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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".

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