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1. Posterior-Network Posterior-Network Public

   Posterior Network: Uncertainty Estimation without OOD Samples via Density-Based Pseudo-Counts (Neurips 2020)

   Jupyter Notebook 76 12

2. borchero/natural-posterior-network borchero/natural-posterior-network Public

   Official Implementation of "Natural Posterior Network: Deep Bayesian Predictive Uncertainty for Exponential Family Distributions" (ICLR, 2022)

   Python 79 12

3. sknetwork-team/scikit-network sknetwork-team/scikit-network Public

   Graph Algorithms

   Python 615 66

4. TUM-DAML/dbu-robustness TUM-DAML/dbu-robustness Public

   Evaluating Robustness of Predictive Uncertainty Estimation: Are Dirichlet-based Models Reliable ? (ICML 2021)

   Python 28

5. Uncertainty-Event-Prediction Uncertainty-Event-Prediction Public

   Uncertainty on Asynchronous Time Event Prediction (Spotlight, Neurips 2019)

   Python 18 4

6. Differentiable-DAG-Sampling Differentiable-DAG-Sampling Public

   Differentiable DAG Sampling (ICLR 2022)

   C++ 37 7