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Top 2 uncertainty-neural-networks open source projects
DUN
Code for "Depth Uncertainty in Neural Networks" (https://arxiv.org/abs/2006.08437)
✭ 65
Jupyter Notebook
python
machine-learning
deep-learning
reproducible-research
pytorch
uncertainty
neural-networks
expectation-maximization
uncertainty-neural-networks
bayesian-inference
uncertainty-quantification
variational-inference
bayesian-neural-networks
robustness
neural-architecture-search
bayesian-deep-learning
probabilistic-inference
reproducible-paper
probabilistic-neural-network
learnt-depth
network-depths
uncertainty-wizard
Uncertainty-Wizard is a plugin on top of tensorflow.keras, allowing to easily and efficiently create uncertainty-aware deep neural networks. Also useful if you want to train multiple small models in parallel.
✭ 39
python
shell
testing
keras
uncertainty
uncertainty-neural-networks
uncertainty-quantification
keras-tensorflow
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uncertainty-neural-networks projects