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GitHub / naotoo1 / BNSFRNPC
code for the paper Beyond Neural scaling laws for fast proven robust certification of nearest prototype classifiers
JSON API: https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/naotoo1%2FBNSFRNPC
Stars: 1
Forks: 2
Open Issues: 0
License: mit
Language: Terra
Repo Size: 2.21 MB
Dependencies:
11
Created: 5 months ago
Updated: about 1 month ago
Last pushed: 3 months ago
Last synced: about 1 month ago
Topics: adversarial-learning, beyond-neural-scaling, data-pruning, interpretable-ai, lvq, machine-learning, nearest-prototype-classifiers, prototype-based-models, python, robust-npc, robust-optimization
Files
Dependencies
- eagerpy *
- foolbox *
- keras *
- numpy *
- prosemble *
- prototorch ==0.7.6
- prototorch_models ==0.7.1
- pytorch-lightning ==2.0.2
- scikit-learn *
- tensorflow *
- torch *