https://github.com/ensta-u2is-ai/torch-uncertainty
Open-source framework for uncertainty and deep learning models in PyTorch :seedling:
bayesian-network
computer-vision
ensembles
mixup
neural-networks
predictive-uncertainty
pytorch
reliable-ai
trustworthy-machine-learning
uncertainty
uncertainty-quantification
Added: over 1 year ago - Last Synced: 11 months ago
- Created: February 01, 2023
- Relevant topics? true
- External users? true
- Open source license? true
- Active? true
- Fork? false
- Main Language: Python
- Commits: 783
- Committers: 11
- Issues: 23
- Pull Requests: 77
- Owner: ENSTA-U2IS-AI
- Stars: 195
- Forks: 16
- Packages: 0
https://github.com/idaholab/raven
RAVEN is a flexible and multi-purpose probabilistic risk analysis, validation and uncertainty quantification, parameter optimization, model reduction and data knowledge-discovering framework.
data-mining
model-calibration
model-reduction
optimization-algorithms
parametric-analysis
probabilistic-analysis
risk-analysis
uncertainty-quantification
validation
Added: over 1 year ago - Last Synced: 11 months ago
- Created: March 23, 2017
https://github.com/aangelopoulos/conformal-time-series
Conformal prediction for time-series applications.
conformal
conformal-prediction
control
control-systems
control-theory
controls
time-series
time-series-analysis
uncertainty
uncertainty-quantification
Added: over 1 year ago - Last Synced: 11 months ago
- Created: May 02, 2023
- Relevant topics? true
- External users? true
- Open source license? true
- Active? true
- Fork? false
- Main Language: Jupyter Notebook
- Commits: 88
- Committers: 2
- Issues: 3
- Pull Requests: 0
- Owner: aangelopoulos
- Stars: 72
- Forks: 4
- Packages: 0
