aangelopoulos / conformal-risk

Conformal prediction for controlling monotonic risk functions. Simple accompanying PyTorch code for conformal risk control in computer vision and natural language processing.

Date Created 2022-06-22 (2 years ago)

Commits 27 (last one about a year ago)

Stargazers 59 (0 this week)

Watchers 5 (0 this week)

Forks 6

License mit

Ranking

RepositoryStats indexes 579,555 repositories, of these aangelopoulos/conformal-risk is ranked #411,572 (29th percentile) for total stargazers, and #331,043 for total watchers. Github reports the primary language for this repository as Python, for repositories using this language it is ranked #77,939/115,123.

aangelopoulos/conformal-risk is also tagged with popular topics, for these it's ranked: python (#16,897/21870), pytorch (#4,546/5914), computer-vision (#2,297/3057), natural-language-processing (#1,119/1402)

All Topics

python pytorch conformal computer-vision conformal-prediction pytorch-implementation uncertainty-estimation uncertainty-quantification natural-language-processing

Star History

Github stargazers over time

Watcher History

Github watchers over time, collection started in '23

Recent Commit History

27 commits on the default branch (main) since jan '22

Yearly Commits

Commits to the default branch (main) per year

Issue History

Languages

The primary language is Python but there's also others...

updated: 2024-11-05 @ 10:51am, id: 506325934 / R_kgDOHi3rrg