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Projects in Awesome Lists tagged with uncertainty-sampling

A curated list of projects in awesome lists tagged with uncertainty-sampling .

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https://github.com/ntucllab/libact

Pool-based active learning in Python

active-learning machine-learning machine-learning-library uncertainty-sampling

Last synced: 02 Aug 2024

https://github.com/SURGroup/UQpy

UQpy (Uncertainty Quantification with python) is a general purpose Python toolbox for modeling uncertainty in physical and mathematical systems.

latin-hypercube latin-hypercube-sampling monte-carlo monte-carlo-simulation probabilistic probability stochastic stochastic-process uncertainty-propagation uncertainty-quantification uncertainty-sampling

Last synced: 30 Jul 2024

https://github.com/baggepinnen/MonteCarloMeasurements.jl

Propagation of distributions by Monte-Carlo sampling: Real number types with uncertainty represented by samples.

error-analysis error-propagation gpu-acceleration gpu-computing monte-carlo monte-carlo-sampling monte-carlo-simulation numeric-types particle-filter physical-quantities probability-distributions robust-optimization uncertainties uncertainty-propagation uncertainty-sampling

Last synced: 31 Jul 2024

https://github.com/dsgissin/DiscriminativeActiveLearning

Code and website for DAL (Discriminative Active Learning) - a new active learning algorithm for neural networks in the batch setting. For the blog:

active-learning adversarial-active-learning bayesian-active-learning core-set deep-learning egl machine-learning uncertainty-sampling

Last synced: 01 Aug 2024

https://github.com/tupui/phd-thesis

PHD Thesis at CERFACS: Uncertainty Quantification for High Dimensional Problems

computational-fluid-dynamics sensitivity-analysis uncertainty-quantification uncertainty-sampling uncertainty-visualisation

Last synced: 01 Oct 2024