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

laura-rieger
laura-rieger
Date Created 2019-02-12 (5 years ago)
Commits 89 (last one 3 years ago)
Stargazers 125 (0 this week)
Watchers 9 (0 this week)
Forks 14
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RepositoryStats indexes 565,600 repositories, of these laura-rieger/deep-explanation-penalization is ranked #243,569 (57th percentile) for total stargazers, and #221,272 for total watchers. Github reports the primary language for this repository as Jupyter Notebook, for repositories using this language it is ranked #5,764/16,305.

laura-rieger/deep-explanation-penalization is also tagged with popular topics, for these it's ranked: python (#10,986/21424),  deep-learning (#4,421/8173),  machine-learning (#4,118/7699),  pytorch (#3,121/5824),  ai (#1,757/3591),  data-science (#1,172/2055),  artificial-intelligence (#1,027/1957),  neural-network (#618/1072),  jupyter-notebook (#331/598),  ml (#324/582),  explainable-ai (#60/163),  interpretability (#71/154)

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laura-rieger/deep-explanation-penalization

updated: 2024-09-17 @ 03:06pm, id: 170393886 / R_kgDOCigBHg