├── Bayesian CNN - Experiments ├── Effect of KL-Weight.ipynb └── bayesian_cnn_real_data.ipynb ├── Brief Introduction to Uncertainty └── Brief Introduction to Uncertainty - Medium.ipynb ├── README.md ├── Simple Fully Probabilistic Bayesian CNN └── HelloWorld_FullyProbabilistic_BayesianCNN.ipynb ├── Uncertainty in DL - Aleatoric Uncertainty └── Aleatoric Uncertainty.ipynb └── Uncertainty in DL - Epistemic Uncertainty └── Modeling Epistemic Uncertainty .ipynb /Bayesian CNN - Experiments/Effect of KL-Weight.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Frightera/Medium_Notebooks_English/HEAD/Bayesian CNN - Experiments/Effect of KL-Weight.ipynb -------------------------------------------------------------------------------- /Bayesian CNN - Experiments/bayesian_cnn_real_data.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Frightera/Medium_Notebooks_English/HEAD/Bayesian CNN - Experiments/bayesian_cnn_real_data.ipynb -------------------------------------------------------------------------------- /Brief Introduction to Uncertainty/Brief Introduction to Uncertainty - Medium.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Frightera/Medium_Notebooks_English/HEAD/Brief Introduction to Uncertainty/Brief Introduction to Uncertainty - Medium.ipynb -------------------------------------------------------------------------------- /README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Frightera/Medium_Notebooks_English/HEAD/README.md -------------------------------------------------------------------------------- /Simple Fully Probabilistic Bayesian CNN/HelloWorld_FullyProbabilistic_BayesianCNN.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Frightera/Medium_Notebooks_English/HEAD/Simple Fully Probabilistic Bayesian CNN/HelloWorld_FullyProbabilistic_BayesianCNN.ipynb -------------------------------------------------------------------------------- /Uncertainty in DL - Aleatoric Uncertainty/Aleatoric Uncertainty.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Frightera/Medium_Notebooks_English/HEAD/Uncertainty in DL - Aleatoric Uncertainty/Aleatoric Uncertainty.ipynb -------------------------------------------------------------------------------- /Uncertainty in DL - Epistemic Uncertainty/Modeling Epistemic Uncertainty .ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Frightera/Medium_Notebooks_English/HEAD/Uncertainty in DL - Epistemic Uncertainty/Modeling Epistemic Uncertainty .ipynb --------------------------------------------------------------------------------