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130

1.8k

mit

35

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

metrics toolbox sharpness calibration uncertainty recalibration scoring-rules visualization visualizations uncertainty-metrics uncertainty-toolbox bayesian-deep-learning predictive-uncertainty uncertainty-estimation uncertainty-calibration bayesian-neural-networks uncertainty-quantification

Created 2020-09-06

151 commits to main branch, last one about a year ago

20

308

apache-2.0

9

Open-source framework for uncertainty and deep learning models in PyTorch :seedling:

mixup pytorch ensembles reliable-ai uncertainty computer-vision neural-networks bayesian-network predictive-uncertainty uncertainty-quantification trustworthy-machine-learning

Created 2023-02-01

1,433 commits to main branch, last one 14 days ago

15

146

apache-2.0

7

Lightning-UQ-Box: Uncertainty Quantification for Neural Networks with PyTorch and Lightning

pytorch deep-learning earth-observation pytorch-lightning conformal-prediction predictive-uncertainty bayesian-neural-networks uncertainty-quantification

Created 2023-02-17

282 commits to main branch, last one 3 days ago

12

138

mit

7

Predictive Uncertainty Quantification through Conformal Prediction for Machine Learning models trained in MLJ.

julia machine-learning conformal-prediction predictive-uncertainty

Created 2022-09-26

401 commits to main branch, last one 3 months ago