uncertainty-toolbox / uncertainty-toolbox

Uncertainty Toolbox: a Python toolbox for predictive uncertainty quantification, calibration, metrics, and visualization

https://uncertainty-toolbox.github.io

uncertainty-toolbox/uncertainty-toolbox Issues

[Feature Request] recalibration model as an argument for get_all_metrics
Updated 2 months ago
check_score
Closed 6 months ago
[Feature Request] Interest in integrating uncertainty estimators for classification metrics?
Updated 7 months ago2
Expected Normalized Calibration Error (ENCE)
Updated 9 months ago
"layman" definition of interval score using width and coverage
Closed 2 years ago3
Make requirements even more lightweight.
Closed 2 years ago
Pytorch GPU Acceleration
Updated 2 years ago1
Bad practice to consider single confidence level for interval score?
Closed 2 years ago1
uncertainty quantification of a neural network
Closed 2 years ago3
Any examples in the context of adaptive design where one of pinball loss or interval score would be preferred over the other?
Closed 2 years ago1
Opposed to a PyPI or conda installation?
Closed 2 years ago
Convert from symmetric confidence intervals to standard deviation
Closed 2 years ago2
Quantile Regression
Closed 2 years ago1
Calculate metrics for quantile predictions
Updated 2 years ago9
[Feature Request] Directly access scaled uncertainties using re-calibration model.
Updated 2 years ago10
Should the axes on the calibration curves be switched?
Updated 2 years ago2
[Feature Request] Request: Add parity plots to the `viz` submodule
Closed 2 years ago1
[Feature Request] Option for bivariate distribution plots in lieu of scatter plots
Closed 2 years ago1
os.add_dll_directory "The filename or extension is too long"
Updated 2 years ago1
`Could not find lib geos_c.dll or load any of its variants []` when trying to import uncertainty_toolbox (shapely issue)
Updated 3 years ago
Quantile loss
Updated 3 years ago1
MACE vs ECE
Closed 3 years ago2
Using this package on machine learning results
Closed 3 years ago4
Installation on google colab
Closed 4 years ago4
Decide on API
Closed 4 years ago1
Help give definition for 2 terms in glossary, assigned to: @willieneis
Closed 4 years ago1
Help give definition for 2 terms in glossary, assigned to: @YoungseogChung
Closed 4 years ago
improve visualizations (use new plotting library, update viz code, update README examples)
Closed 4 years ago1
Finalize components of initial release (minimum viable set of features to include in initial release). @YoungseogChung
Closed 4 years ago1
Recalibration implementation
Closed 4 years ago
Define `Calibration` in glossary
Closed 4 years ago1
Finalize structure of repo.
Closed 4 years ago3
Help give definition for 2 terms in glossary, assigned to: @IanChar
Closed 4 years ago