1 Repo
Awesome GitHub RepositoriesAttribution Distribution
Distributes attribution algorithm calculations across multiple processors or GPUs to speed up processing.
Distinct from Parallel Computing: Distinct from general Parallel Computing: specifically distributes attribution algorithm calculations, not general-purpose parallel processing.
Explore 1 awesome GitHub repository matching part of an awesome list · Attribution Distribution. Refine with filters or upvote what's useful.
Awesome Attribution Distribution GitHub Repositories
Finde die besten Repos mit KI.Wir suchen mit KI nach den am besten passenden Repositories.
- pytorch/captum
pytorch/captum
5,652Auf GitHub ansehenCaptum is an open-source library for explaining model predictions by attributing them to input features, neurons, and layers using gradient-based and perturbation-based methods. It provides a modular framework for implementing, evaluating, and combining a range of explanation techniques, including gradient-based attribution, perturbation-based analysis, game-theoretic Shapley value approximation, and surrogate model explanations, with support for parallelization and noise stabilization. The library distinguishes itself through its breadth of attribution methods and its support for advanced in
Distributes attribution algorithm calculations across multiple processors or GPUs to speed up processing.
Python
