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boundary_thickness

[NeurIPS 2020] code for "Boundary thickness and robustness in learning models"

coded_elastic_computing_on_credence

dispersion-score

[3DV 2021] A Dataset-Dispersion Perspective on Reconstruction Versus Recognition in Single-View 3D Reconstruction Networks

fairseq

Facebook AI Research Sequence-to-Sequence Toolkit written in Python.

generalization_metrics_for_nlp

[KDD 2023] code for "Test accuracy vs. generalization gap: model selection in NLP without accessing training or testing data" https://arxiv.org/pdf/2202.02842.pdf

loss_landscape_taxonomy

[NeurIPS 2021] code for "Taxonomizing local versus global structure in neural network loss landscapes" https://arxiv.org/abs/2107.11228

powerlaw

weightwatcher

The WeightWatcher tool for predicting the accuracy of Deep Neural Networks