aangelopoulos / conformal_classification

Wrapper for a PyTorch classifier which allows it to output prediction sets. The sets are theoretically guaranteed to contain the true class with high probability (via conformal prediction).

Date Created 2020-09-04 (4 years ago)

Commits 135 (last one about a year ago)

Stargazers 227 (0 this week)

Watchers 8 (0 this week)

Forks 37

License mit

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RepositoryStats indexes 579,555 repositories, of these aangelopoulos/conformal_classification is ranked #162,257 (72nd percentile) for total stargazers, and #244,081 for total watchers. Github reports the primary language for this repository as Jupyter Notebook, for repositories using this language it is ranked #3,669/16,901.

aangelopoulos/conformal_classification is also tagged with popular topics, for these it's ranked: machine-learning (#3,086/7877), pytorch (#2,253/5914), computer-vision (#1,098/3057), artificial-intelligence (#782/2035), statistics (#257/732), neural-networks (#308/715), deep-neural-networks (#266/623), classification (#181/534)

Other Information

aangelopoulos/conformal_classification has Github issues enabled, there is 1 open issue and 2 closed issues.

All Topics

vision pytorch imagenet conformal classifier statistics uncertainty nonparametric classification computer-vision neural-networks prediction-sets machine-learning distribution-free conformal-prediction deep-neural-networks artificial-intelligence nonparametric-statistics uncertainty-quantification

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1 commits on the default branch (master) since jan '22

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updated: 2024-11-05 @ 03:17pm, id: 292926822 / R_kgDOEXW1Zg