borchero / natural-posterior-network

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

Date Created 2022-01-24 (2 years ago)

Commits 6 (last one 2 years ago)

Stargazers 79 (0 this week)

Watchers 4 (0 this week)

Forks 13

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RepositoryStats indexes 584,777 repositories, of these borchero/natural-posterior-network is ranked #340,649 (42nd percentile) for total stargazers, and #373,442 for total watchers. Github reports the primary language for this repository as Python, for repositories using this language it is ranked #63,725/116,437.

borchero/natural-posterior-network is also tagged with popular topics, for these it's ranked: deep-learning (#5,621/8398), machine-learning (#5,330/7935), pytorch (#3,949/5951)

Other Information

borchero/natural-posterior-network has 1 open pull request on Github, 1 pull request has been merged over the lifetime of the repository.

Homepage URL: https://arxiv.org/abs/2105.04471

All Topics

pytorch deep-learning machine-learning bayesian-deep-learning uncertainty-estimation

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updated: 2024-11-05 @ 12:26pm, id: 451514431 / R_kgDOGumQPw