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Topic: "predictive-uncertainty"

uncertainty-toolbox/uncertainty-toolbox

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

Language: Python - Size: 4.11 MB - Last synced at: 28 days ago - Pushed at: 2 months ago - Stars: 1,877 - Forks: 136

ENSTA-U2IS-AI/torch-uncertainty

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

Language: Python - Size: 4.89 MB - Last synced at: 1 day ago - Pushed at: 1 day ago - Stars: 387 - Forks: 30

lightning-uq-box/lightning-uq-box

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

Language: Python - Size: 47 MB - Last synced at: about 21 hours ago - Pushed at: about 22 hours ago - Stars: 177 - Forks: 18

JuliaTrustworthyAI/ConformalPrediction.jl

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

Language: Julia - Size: 12.3 MB - Last synced at: 7 days ago - Pushed at: 23 days ago - Stars: 140 - Forks: 12

akashmondal1810/UncertaintyEstimation

Uncertainty Estimation Using Deep Neural Network and Gradient Boosting Methods

Language: Python - Size: 9.29 MB - Last synced at: almost 2 years ago - Pushed at: almost 4 years ago - Stars: 15 - Forks: 5

jaspervrugt/MODELAVG

Model averaging toolbox in MATLAB and Python

Language: MATLAB - Size: 30.8 MB - Last synced at: 2 months ago - Pushed at: 2 months ago - Stars: 2 - Forks: 0

dmitrykazhdan/GP-DNN-Hybrids

Using Gaussian Processes for Deep Neural Network Predictive Uncertainty Estimation

Language: Python - Size: 537 KB - Last synced at: about 2 years ago - Pushed at: about 6 years ago - Stars: 2 - Forks: 0