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 230 (1 this week)

Watchers 8 (0 this week)

Forks 36

License mit

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RepositoryStats indexes 585,332 repositories, of these aangelopoulos/conformal_classification is ranked #162,314 (72nd percentile) for total stargazers, and #244,914 for total watchers. Github reports the primary language for this repository as Jupyter Notebook, for repositories using this language it is ranked #3,671/17,144.

aangelopoulos/conformal_classification is also tagged with popular topics, for these it's ranked: machine-learning (#3,080/7939), pytorch (#2,258/5954), computer-vision (#1,095/3086), artificial-intelligence (#786/2064), statistics (#257/742), neural-networks (#306/719), deep-neural-networks (#266/628), classification (#180/540)

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: 2024-11-22 @ 11:40pm, id: 292926822 / R_kgDOEXW1Zg