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19 repositories

xiplot
Public
Web-first Visualisation platform for Multidimensional Data
visualization plotly plot dash molecular multidimensional brushing python
Python
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MIT License
•2•14•1•0•Updated Oct 21, 2024Oct 21, 2024
gbmap
Public
Gradient Boosting Mapping for nonlinear dimensionality reduction
Python
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MIT License
•0•0•0•0•Updated Sep 17, 2024Sep 17, 2024
vispa
Public
R
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MIT License
•1•1•0•0•Updated Jun 19, 2024Jun 19, 2024
slisemap
Public
SLISEMAP: Combining supervised dimensionality reduction with local explanations
research dimensionality-reduction research-paper explainable-ai xai local-explanations model-agnostic-explanations global-explanation supervised-dimensionality-reduction manifold-visualization
Python
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MIT License
•3•17•0•0•Updated May 13, 2024May 13, 2024
pyslise
Public
Robust regression algorithm that can be used for explaining black box models (Python implementation)
research sparse-regression research-paper explainable-ai explainable-ml interpretable-machine-learning robust-regression model-agnostic black-box-explanations local-explanations
Python
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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 dash explainable-artificial-intelligence explainable-ai xai slisemap
Python
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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
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 r-package sparse-regression research-paper explainable-ai explainable-ml interpretable-machine-learning robust-regression
R
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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
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MIT License
•1•0•0•0•Updated Nov 30, 2022Nov 30, 2022
drifter
Public
R
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MIT License
•0•0•0•0•Updated Oct 7, 2022Oct 7, 2022
tiler
Public
Constrained randomisation of matrices using tiles
R
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Other
•1•0•0•0•Updated Sep 17, 2022Sep 17, 2022
sideR
Public
R
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MIT License
•1•2•0•0•Updated Mar 14, 2022Mar 14, 2022
ICSD
Public
Interactive causal structure discovery
HTML
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MIT License
•1•4•0•0•Updated Jul 5, 2021Jul 5, 2021
corand
Public
R
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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
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MIT License
•0•1•0•0•Updated Jun 6, 2019Jun 6, 2019
EDAdemoR
Public
R
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MIT License
•0•0•0•0•Updated Oct 4, 2018Oct 4, 2018