QUiNN
- Sandia National Lab. (SNL-CA), Livermore, CA (United States); Sandia National Lab. (SNL-NM), Albuquerque, NM (United States); Sandia National Laboratories (SNL), Albuquerque, NM, and Livermore, CA (United States)
SAND2023-05484O Quantification of Uncertainties in Neural Networks (QUiNN) is a python library centered around various probabilistic wrappers over PyTorch modules in order to provide uncertainty estimation in neural network (NN) predictions. Sandia National Laboratories is a multimission laboratory managed and operated by National Technology & Engineering Solutions of Sandia, LLC, a wholly owned subsidiary of Honeywell International Inc., for the U.S. Department of Energy’s National Nuclear Security Administration under contract DE-NA0003525.
- Short Name / Acronym:
- QUiNN
- Site Accession Number:
- SCR #2871.0
- Software Type:
- Scientific
- License(s):
- BSD 3-clause "New" or "Revised" License
- Programming Language(s):
- Python
- Research Organization:
- Sandia National Laboratories (SNL-NM), Albuquerque, NM (United States)
- Sponsoring Organization:
- USDOEPrimary Award/Contract Number:NA0003525
- DOE Contract Number:
- NA0003525
- Code ID:
- 111714
- OSTI ID:
- code-111714
- Country of Origin:
- United States
Similar Records
TorchBraid
PyNetUQ
ROMNet: Neural-Network-Based Surrogates for Reduced-Order Model Dynamics
Software
·
Mon Jun 08 20:00:00 EDT 2020
·
OSTI ID:code-47108
PyNetUQ
Software
·
Tue Oct 27 20:00:00 EDT 2020
·
OSTI ID:code-52967
ROMNet: Neural-Network-Based Surrogates for Reduced-Order Model Dynamics
Software
·
Mon Oct 24 20:00:00 EDT 2022
·
OSTI ID:code-111313