All

28 repositories

phiplot
Public
Web-based interactive Exploratory Data Analysis environment designed to explore data about atmospherically relevant molecules
Python
•
MIT License
•0•0•0•0•Updated Apr 17, 2026Apr 17, 2026
vilma-db-doc
Public
Documentation and examples for connecting to and querying the VILMA project MongoDB instance
0•0•0•0•Updated Apr 2, 2026Apr 2, 2026
noisy_targets
Public
Code for "Information Hidden in Gradients of Regression with Target Noise"
Jupyter Notebook
•
MIT License
•0•0•0•0•Updated Mar 16, 2026Mar 16, 2026
explainreduce
Public
Python
•
MIT License
•0•0•0•0•Updated Mar 10, 2026Mar 10, 2026
codac
Public
Constraint-based Deep Active Clustering (CODAC)
Python
•0•0•0•0•Updated Feb 18, 2026Feb 18, 2026
eduACDC
Public
Python
•
GNU General Public License v3.0
•0•1•0•0•Updated Feb 8, 2026Feb 8, 2026
ACDC-reference
Public
Atmospheric Cluster Dynamics Code
Perl
•
GNU General Public License v3.0
•6•0•0•0•Updated Dec 3, 2025Dec 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 Mol…
Python
•
MIT License
•0•0•0•0•Updated Sep 17, 2025Sep 17, 2025
gradstop
Public
Code for "GRADSTOP: Early Stopping of Gradient Descent via Posterior Sampling"
Jupyter Notebook
•
MIT License
•0•1•0•0•Updated Aug 13, 2025Aug 13, 2025
slisemap
Public
SLISEMAP: Combining supervised dimensionality reduction with local explanations
python machine-learning research
python machine-learning research pytorch dimensionality-reduction research-paper explainable-ai xai local-explanations model-agnostic-explanations
Python
•
MIT License
•3•21•0•0•Updated Apr 24, 2025Apr 24, 2025
xiplot
Public
Web-first Visualisation platform for Multidimensional Data
visualization python plotly
visualization python plotly plot dash molecular multidimensional brushing
Python
•
MIT License
•2•19•1•0•Updated Mar 20, 2025Mar 20, 2025
gbmap
Public
Gradient Boosting Mapping for nonlinear dimensionality reduction
Python
•
MIT License
•1•0•0•0•Updated Feb 17, 2025Feb 17, 2025
vispa
Public
R
•
MIT License
•1•1•0•0•Updated Jun 19, 2024Jun 19, 2024
pyslise
Public
Robust regression algorithm that can be used for explaining black box models (Python implementation)
python machine-learning research
python machine-learning research sparse-regression research-paper explainable-ai explainable-ml interpretable-machine-learning robust-regression model-agnostic
Python
•
MIT License
•1•6•0•0•Updated May 11, 2024May 11, 2024
gpbound
Public
Python
•1•2•0•0•Updated Feb 29, 2024Feb 29, 2024
slisemap_interactive
Public
Interactive plots for Slisemap
visualization python visualisation
visualization python visualisation dash explainable-artificial-intelligence explainable-ai xai slisemap
Python
•
MIT License
•0•1•0•0•Updated Feb 20, 2024Feb 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"…
research research-paper explainable-ai
research research-paper explainable-ai
Python
•
MIT License
•0•0•0•0•Updated Jan 26, 2024Jan 26, 2024
slise
Public
Robust regression algorithm that can be used for explaining black box models (R implementation)
machine-learning r research
machine-learning r research r-package sparse-regression research-paper explainable-ai explainable-ml interpretable-machine-learning robust-regression
R
•
MIT License
•1•5•0•0•Updated Aug 17, 2023Aug 17, 2023
ml4atm2023
Public
ECML PKDD 2023 workshop Machine learning for atmospheric processes
0•0•0•0•Updated Apr 4, 2023Apr 4, 2023
bsv
Public
R
•
MIT License
•1•0•0•0•Updated Nov 30, 2022Nov 30, 2022
drifter
Public
R
•
MIT License
•0•0•0•0•Updated Oct 7, 2022Oct 7, 2022
tiler
Public
Constrained randomisation of matrices using tiles
R
•
Other
•1•0•0•0•Updated Sep 17, 2022Sep 17, 2022
sideR
Public
R
•
MIT License
•1•2•0•0•Updated Mar 14, 2022Mar 14, 2022
ICSD
Public
Interactive causal structure discovery
HTML
•
MIT License
•1•4•0•0•Updated Jul 5, 2021Jul 5, 2021
corand
Public
R
•
MIT License
•0•2•0•0•Updated Jun 4, 2021Jun 4, 2021
shgde
Public
MIT License
•0•0•0•0•Updated Aug 8, 2019Aug 8, 2019
cyclesampler
Public
CycleSampler
R
•
MIT License
•0•1•0•0•Updated Jun 6, 2019Jun 6, 2019
EDAdemoR
Public
R
•
MIT License
•0•0•0•0•Updated Oct 4, 2018Oct 4, 2018

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EDA Helsinki

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28 repositories

phiplot

vilma-db-doc

noisy_targets

explainreduce

codac

eduACDC

ACDC-reference

JK-kNN

gradstop

slisemap

xiplot

gbmap

vispa

pyslise

gpbound

slisemap_interactive

paper-slisemap-physical

slise

ml4atm2023

bsv

drifter

tiler

sideR

ICSD

corand

shgde

cyclesampler

EDAdemoR

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Repositories list

28 repositories