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@edahelsinki

EDA Helsinki

The Exploratory Data Analysis group, lead 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 17 3

  2. xiplot xiplot Public

    Web-first Visualisation platform for Multidimensional Data

    Python 14 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. sideR sideR Public

    R 2 1

Repositories

Showing 10 of 19 repositories
  • xiplot Public

    Web-first Visualisation platform for Multidimensional Data

    edahelsinki/xiplot’s past year of commit activity
    Python 14 MIT 2 1 0 Updated Oct 21, 2024
  • gbmap Public

    Gradient Boosting Mapping for nonlinear dimensionality reduction

    edahelsinki/gbmap’s past year of commit activity
    Python 0 MIT 0 0 0 Updated Sep 17, 2024
  • vispa Public
    edahelsinki/vispa’s past year of commit activity
    R 1 MIT 1 0 0 Updated Jun 19, 2024
  • slisemap Public

    SLISEMAP: Combining supervised dimensionality reduction with local explanations

    edahelsinki/slisemap’s past year of commit activity
    Python 17 MIT 3 0 0 Updated May 13, 2024
  • pyslise Public

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

    edahelsinki/pyslise’s past year of commit activity
    Python 6 MIT 1 0 0 Updated May 11, 2024
  • gpbound Public
    edahelsinki/gpbound’s past year of commit activity
    Python 2 1 0 0 Updated Feb 29, 2024
  • slisemap_interactive Public

    Interactive plots for Slisemap

    edahelsinki/slisemap_interactive’s past year of commit activity
    Python 1 MIT 0 0 0 Updated Feb 20, 2024
  • paper-slisemap-physical Public

    This repository contains the source files and scripts necessary to recreate the experiments and figures in our paper "Using SLISEMAP to Interpret Physical Data".

    edahelsinki/paper-slisemap-physical’s past year of commit activity
    Python 0 MIT 0 0 0 Updated Jan 26, 2024
  • slise Public

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

    edahelsinki/slise’s past year of commit activity
    R 5 MIT 1 0 0 Updated Aug 17, 2023
  • ml4atm2023 Public

    ECML PKDD 2023 workshop Machine learning for atmospheric processes

    edahelsinki/ml4atm2023’s past year of commit activity
    0 0 0 0 Updated Apr 4, 2023
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