# laura-rieger/deep-explanation-penalization

<https://repo.masters-masters.com/en/repos/laura-rieger/deep-explanation-penalization>

[Home](https://repo.masters-masters.com/en) › [laura-rieger](https://repo.masters-masters.com/en/owners/laura-rieger) › [deep-explanation-penalization](https://repo.masters-masters.com/en/repos/laura-rieger/deep-explanation-penalization)

laura-rieger/deep-explanation-penalization has 126 stars on GitHub. Its RepoMasters card: Prototype tier. Code for using CDEP from the paper "Interpretations…

| Field | Value |
| --- | --- |
| Owner | [laura-rieger](https://repo.masters-masters.com/en/owners/laura-rieger) |
| Stars | 126 |
| Forks | 15 |
| Language | [Jupyter Notebook](https://repo.masters-masters.com/en/languages/jupyter-notebook) |
| License | MIT |
| Created | 2019 |
| Topics | interpretability, neural-network, machine-learning, convolutional-neural-network, pytorch, explainability, deep-learning, explainable-ai, artificial-intelligence, ml |
| Tier | [Prototype (100 to 249 ★)](https://repo.masters-masters.com/en/ranks/rush) |
| View on GitHub | [laura-rieger/deep-explanation-penalization](https://github.com/laura-rieger/deep-explanation-penalization) |

## Repository

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

The tier for repos with 100 to 249 ★. Published odds per card pulled: 70%. Rarity: Common.

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Data: GitHub · Illustration drawn by RepoMasters from the repo’s ID and its language color.