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@edahelsinki

EDA Helsinki

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

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  1. slisemap slisemap Public

    SLISEMAP: Combining supervised dimensionality reduction with local explanations

    Python 22 3

  2. xiplot xiplot Public

    Web-first Visualisation platform for Multidimensional Data

    Python 19 2

  3. pyslise pyslise Public

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

    Python 6 1

  4. slise slise Public

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

    R 5 1

  5. ICSD ICSD Public

    Interactive causal structure discovery

    HTML 4 1

  6. corand corand Public

    R 2

Repositories

Showing 10 of 28 repositories
  • phiplot Public

    Web-based interactive Exploratory Data Analysis environment designed to explore data about atmospherically relevant molecules

    edahelsinki/phiplot's past year of commit activity
    Python 0 MIT 0 0 0 Updated Aug 18, 2026
  • codac Public

    Constraint-based Deep Active Clustering (CODAC)

    edahelsinki/codac's past year of commit activity
    Python 0 0 0 0 Updated Aug 17, 2026
  • vilma-db-doc Public

    Documentation and examples for connecting to and querying the VILMA project MongoDB instance

    edahelsinki/vilma-db-doc's past year of commit activity
    Python 0 0 0 0 Updated Jun 16, 2026
  • explainreduce Public
    edahelsinki/explainreduce's past year of commit activity
    Python 0 MIT 0 0 0 Updated May 25, 2026
  • noisy_targets Public

    Code for "Information Hidden in Gradients of Regression with Target Noise"

    edahelsinki/noisy_targets's past year of commit activity
    Jupyter Notebook 0 MIT 0 0 0 Updated Mar 16, 2026
  • eduACDC Public
    edahelsinki/eduACDC's past year of commit activity
    Python 2 GPL-3.0 0 0 0 Updated Feb 8, 2026
  • ACDC-reference Public Forked from tolenius/ACDC

    Atmospheric Cluster Dynamics Code

    edahelsinki/ACDC-reference's past year of commit activity
    Perl 0 GPL-3.0 5 0 0 Updated Dec 3, 2025
  • JK-kNN Public

    This repository contains the code necessary to run the calculations presented in our paper, Fast and Interpretable Machine Learning Modelling of Atmospheric Molecular Clusters

    edahelsinki/JK-kNN's past year of commit activity
    Python 0 MIT 0 0 0 Updated Sep 17, 2025
  • gradstop Public

    Code for "GRADSTOP: Early Stopping of Gradient Descent via Posterior Sampling"

    edahelsinki/gradstop's past year of commit activity
    Jupyter Notebook 1 MIT 0 0 0 Updated Aug 13, 2025
  • slisemap Public

    SLISEMAP: Combining supervised dimensionality reduction with local explanations

    edahelsinki/slisemap's past year of commit activity
    Python 22 MIT 3 0 0 Updated Apr 24, 2025
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