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 (3 years ago)

Commits 135 (last one about a year ago)

Stargazers 217 (0 this week)

Watchers 8 (0 this week)

Forks 34

License mit

Ranking

RepositoryStats indexes 534,551 repositories, of these aangelopoulos/conformal_classification is ranked #158,735 (70th percentile) for total stargazers, and #236,072 for total watchers. Github reports the primary language for this repository as Jupyter Notebook, for repositories using this language it is ranked #3,501/14,929.

aangelopoulos/conformal_classification is also tagged with popular topics, for these it's ranked: machine-learning (#3,013/7371), pytorch (#2,219/5588), computer-vision (#1,069/2820), artificial-intelligence (#732/1822), statistics (#251/695), neural-networks (#305/676), deep-neural-networks (#270/602), classification (#179/507)

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

Star History

Github stargazers over time

Watcher History

Github watchers over time, collection started in '23

Recent Commit History

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

Yearly Commits

Commits to the default branch (master) per year

Issue History

Languages

The primary language is Jupyter Notebook but there's also others...

updated: 2024-06-13 @ 12:54am, id: 292926822 / R_kgDOEXW1Zg