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 3 years ago)
Stargazers 127 (0 this week)
Watchers 9 (0 this week)
Forks 14
License mit
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RepositoryStats indexes 621,182 repositories, of these laura-rieger/deep-explanation-penalization is ranked #256,949 (59th percentile) for total stargazers, and #227,908 for total watchers. Github reports the primary language for this repository as Jupyter Notebook, for repositories using this language it is ranked #6,211/18,543.

laura-rieger/deep-explanation-penalization is also tagged with popular topics, for these it's ranked: python (#11,529/23055),  deep-learning (#4,566/8727),  machine-learning (#4,309/8296),  pytorch (#3,249/6162),  ai (#2,167/4584),  artificial-intelligence (#1,131/2224),  data-science (#1,231/2196),  neural-network (#637/1127),  ml (#347/642),  jupyter-notebook (#342/631),  explainable-ai (#64/177),  interpretability (#79/176)

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laura-rieger/deep-explanation-penalization has Github issues enabled, there is 1 open issue and 12 closed issues.

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laura-rieger/deep-explanation-penalization

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