{"slug":"captum","name":"Captum","kind":"tool","deliveryMethods":["tool"],"kindLabel":"Tool","grade":"A","score":80,"tagline":"Attribution and interpretability algorithms for PyTorch models, exposing which features, neurons, and training examples drive predictions","description":"Attribution and interpretability algorithms for PyTorch models, exposing which features, neurons, and training examples drive predictions","tags":["interpretability","pytorch","integrated-gradients"],"url":"https://way.space/tool/captum","stars":"—","category":"coding","categories":["coding"],"repo":"https://github.com/meta-pytorch/captum","website":"https://captum.ai","license":"BSD-3-Clause","maintainers":[{"login":"meta-pytorch","url":"https://github.com/meta-pytorch","isMember":false,"verified":false},{"login":"craymichael","url":"https://github.com/craymichael","isMember":false,"verified":false},{"login":"aobo-y","url":"https://github.com/aobo-y","isMember":false,"verified":false}],"scoreWhy":[{"label":"Contributors & bus-factor","detail":"18 recent contributors","direction":"positive"},{"label":"Commit recency","detail":"last commit 6d ago","direction":"positive"},{"label":"Commit cadence","detail":"26 commits in 90 days","direction":"positive"},{"label":"Issue close ratio","detail":"94% of issues closed","direction":"positive"},{"label":"Release cadence","detail":"1 releases in 12 months","direction":"positive"},{"label":"Stars (log-damped)","detail":"5,701 stars (log-damped)","direction":"positive"},{"label":"Star authenticity","detail":"star-velocity check unavailable — GitHub no longer publishes stargazer timestamps for this repo","direction":"neutral"},{"label":"Engagement-to-star ratio","detail":"healthy engagement (0.49 per star)","direction":"positive"}]}