#uncertainty-quantification (11 Repositories)
Ranked open-source repositories tagged with #uncertainty-quantification, scored by pull request acceptance likelihood and maintainer engagement velocity.
47.1%
36.6h
11 repositories tagged #uncertainty-quantification
alan-turing-institute/autoemulate
Emulate simulations easily
GlacioHack/xdem
Analysis of digital elevation models and elevation point clouds
lightning-uq-box/lightning-uq-box
Lightning-UQ-Box: Uncertainty Quantification for Neural Networks with PyTorch and Lightning
openturns/openturns
Probabilistic modelling and uncertainty quantification library
SciML/PolyChaos.jl
A Julia package to construct orthogonal polynomials, their quadrature rules, and use it with polynomial chaos expansions.
dkogan/mrcal
Next-generation camera-modeling toolkit
deel-ai/puncc
👋 Puncc is a python library for predictive uncertainty quantification using conformal prediction.
ml-stat-Sustech/TorchCP
A Python toolbox for conformal prediction research on deep learning models, using PyTorch.
SURGroup/UQpy
UQpy (Uncertainty Quantification with python) is a general purpose Python toolbox for modeling uncertainty in physical and mathematical systems.
AlaaLab/deep-learning-uncertainty
Literature survey, paper reviews, experimental setups and a collection of implementations for baselines methods for predictive uncertainty estimation in deep learning models.
jonathf/chaospy
Chaospy - Toolbox for performing uncertainty quantification.