laura-rieger / deep-explanation-penalization

Code for using CDEP from the paper "Interpretations are useful: penalizing explanations to align neural networks with prior knowledge" https://arxiv.org/abs/1909.13584

Date Created 2019-02-12 (6 years ago)

Commits 89 (last one 4 years ago)

Stargazers 127 (0 this week)

Watchers 9 (0 this week)

Forks 14

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RepositoryStats indexes 638,211 repositories, of these laura-rieger/deep-explanation-penalization is ranked #261,775 (59th percentile) for total stargazers, and #218,649 for total watchers. Github reports the primary language for this repository as Jupyter Notebook, for repositories using this language it is ranked #6,390/19,305.

laura-rieger/deep-explanation-penalization is also tagged with popular topics, for these it's ranked: python (#11,719/23577), deep-learning (#4,629/8850), machine-learning (#4,385/8458), pytorch (#3,286/6241), ai (#2,337/4999), artificial-intelligence (#1,163/2293), data-science (#1,250/2234), neural-network (#644/1138), ml (#345/653), jupyter-notebook (#346/642), interpretability (#81/185), explainable-ai (#65/184)

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laura-rieger/deep-explanation-penalization

updated: 2025-01-20 @ 01:46am, id: 170393886 / R_kgDOCigBHg