GitHub - janisgp/Uncertainty_DeepLearning: Collection of implementations regarding uncertainty prediction in deep learning

janisgp / Uncertainty_DeepLearning Public

Collection of implementations regarding uncertainty prediction in deep learning

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Name		Name	Last commit message	Last commit date
Latest commit History 10 Commits
Destille Epistemic Uncertainry of MC Dropout with Mixture Density Network on 1D Toy Data.ipynb		Destille Epistemic Uncertainry of MC Dropout with Mixture Density Network on 1D Toy Data.ipynb
GaussianNoise Regularization on 1D Toy Data.ipynb		GaussianNoise Regularization on 1D Toy Data.ipynb
Mixture Density Network on 1D Toy Data.ipynb		Mixture Density Network on 1D Toy Data.ipynb
Mixture Density Network on 2D Toy Data.ipynb		Mixture Density Network on 2D Toy Data.ipynb
Mixture Density Network vs MC Dropout on 1D Toy Data.ipynb		Mixture Density Network vs MC Dropout on 1D Toy Data.ipynb
Multi-Task Training using Homoscedastic Uncertainty on Toy Data.ipynb		Multi-Task Training using Homoscedastic Uncertainty on Toy Data.ipynb
Uncertainty on CIFAR10 using Monte Carlo Dropout.ipynb		Uncertainty on CIFAR10 using Monte Carlo Dropout.ipynb
Uncertainty on MNIST using Monte Carlo Dropout.ipynb		Uncertainty on MNIST using Monte Carlo Dropout.ipynb