https://github.com/aastopher/nn_shap_exploration
Exploration of SHAP visualisations with Keras Multi Layered Perceptron (MLP), Classifiers, and Regresors using seaborn datasets.
https://github.com/aastopher/nn_shap_exploration
keras keras-tensorflow mlp mlp-classifier mlp-regressor nueral-networks sequential-models shap
Last synced: 3 months ago
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Exploration of SHAP visualisations with Keras Multi Layered Perceptron (MLP), Classifiers, and Regresors using seaborn datasets.
- Host: GitHub
- URL: https://github.com/aastopher/nn_shap_exploration
- Owner: aastopher
- Created: 2022-07-21T00:30:11.000Z (almost 3 years ago)
- Default Branch: master
- Last Pushed: 2022-07-21T01:02:49.000Z (almost 3 years ago)
- Last Synced: 2023-04-05T01:48:13.709Z (about 2 years ago)
- Topics: keras, keras-tensorflow, mlp, mlp-classifier, mlp-regressor, nueral-networks, sequential-models, shap
- Language: Jupyter Notebook
- Homepage:
- Size: 6.18 MB
- Stars: 0
- Watchers: 1
- Forks: 0
- Open Issues: 0
-
Metadata Files:
- Readme: README.md
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README
## Neural Network SHAP Exploration
Aaron Stopher
2022
### Description
Exploration of SHAP visualizations with Keras Multi Layered Perceptron (MLP), Classifiers, and Regressors using seaborn datasets.
### Data Sources
* [Seaborn](https://github.com/mwaskom/seaborn-data)
* [UCI Machine Learning Repository](https://archive.ics.uci.edu/ml/datasets/bike+sharing+dataset)