├── CNN_Train.py ├── Examples ├── Background.png └── Base.png ├── README.md ├── SHAP_Explanation.py ├── SHAP_Validation.py ├── Training Data ├── Images.zip └── Spectra.csv └── artwork ├── explainability_publication.PNG ├── shap_validation.PNG ├── shap_values_index.png └── shap_values_replot.png /CNN_Train.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Raman-Lab-UCLA/Explainability_for_Photonics/HEAD/CNN_Train.py -------------------------------------------------------------------------------- /Examples/Background.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Raman-Lab-UCLA/Explainability_for_Photonics/HEAD/Examples/Background.png -------------------------------------------------------------------------------- /Examples/Base.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Raman-Lab-UCLA/Explainability_for_Photonics/HEAD/Examples/Base.png -------------------------------------------------------------------------------- /README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Raman-Lab-UCLA/Explainability_for_Photonics/HEAD/README.md -------------------------------------------------------------------------------- /SHAP_Explanation.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Raman-Lab-UCLA/Explainability_for_Photonics/HEAD/SHAP_Explanation.py -------------------------------------------------------------------------------- /SHAP_Validation.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Raman-Lab-UCLA/Explainability_for_Photonics/HEAD/SHAP_Validation.py -------------------------------------------------------------------------------- /Training Data/Images.zip: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Raman-Lab-UCLA/Explainability_for_Photonics/HEAD/Training Data/Images.zip -------------------------------------------------------------------------------- /Training Data/Spectra.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Raman-Lab-UCLA/Explainability_for_Photonics/HEAD/Training Data/Spectra.csv -------------------------------------------------------------------------------- /artwork/explainability_publication.PNG: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Raman-Lab-UCLA/Explainability_for_Photonics/HEAD/artwork/explainability_publication.PNG -------------------------------------------------------------------------------- /artwork/shap_validation.PNG: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Raman-Lab-UCLA/Explainability_for_Photonics/HEAD/artwork/shap_validation.PNG -------------------------------------------------------------------------------- /artwork/shap_values_index.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Raman-Lab-UCLA/Explainability_for_Photonics/HEAD/artwork/shap_values_index.png -------------------------------------------------------------------------------- /artwork/shap_values_replot.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Raman-Lab-UCLA/Explainability_for_Photonics/HEAD/artwork/shap_values_replot.png --------------------------------------------------------------------------------