predictive-uncertainty

Here are 6 public repositories matching this topic...

uncertainty-toolbox / uncertainty-toolbox

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

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

Updated Jul 9, 2024
Python

ENSTA-U2IS-AI / torch-uncertainty

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

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

Updated Nov 13, 2024
Python

lightning-uq-box / lightning-uq-box

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

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

Updated Nov 15, 2024
Python

JuliaTrustworthyAI / ConformalPrediction.jl

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

machine-learning julia conformal-prediction predictive-uncertainty

Updated Sep 30, 2024
Julia

akashmondal1810 / UncertaintyEstimation

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Uncertainty Estimation Using Deep Neural Network and Gradient Boosting Methods

xgboost bayesian-inference uncertainty-estimation probabilistic-models bayesian-deep-learning monte-carlo-dropout predictive-uncertainty deep-ensemble

Updated Jun 1, 2021
Python

dmitrykazhdan / GP-DNN-Hybrids

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Using Gaussian Processes for Deep Neural Network Predictive Uncertainty Estimation

deep-neural-networks dnn ensemble gaussian-processes adversarial-machine-learning adversarial-attacks adversarial-defense adversarial-detection hybrid-models uncertainty-estimations gpc-models predictive-uncertainty gp-dnn

Updated Mar 21, 2019
Python

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predictive-uncertainty

Here are 6 public repositories matching this topic...

uncertainty-toolbox / uncertainty-toolbox

ENSTA-U2IS-AI / torch-uncertainty

lightning-uq-box / lightning-uq-box

JuliaTrustworthyAI / ConformalPrediction.jl

akashmondal1810 / UncertaintyEstimation

dmitrykazhdan / GP-DNN-Hybrids

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