MLROD_Raman_CNN_v1.0.0-beta

Convolutional Neural Network, multi-layer perceptron, and traditional model scripts for running on Raman spectroscopic data including the Machine Learning Raman Open Dataset (MLROD) spectra. Code includes spectral processing and file formatting scripts. These files accompany the Earth and Space Sciences publication Berlanga, Genesis., Williams, Quentin., & Temiquel, Nathan. (2022). Convolutional Neural Networks as a Tool for Raman Spectral Mineral Classification Under Low Signal, Dusty Mars Conditions.

Zenodo DOI

MLROD_Raman_CNN

Convolutional Neural Network, multi-layer perceptron, and traditional model scripts for running on Raman spectroscopic data including the Machine Learning Raman Open Dataset (MLROD) spectra. Code includes spectral processing and file formatting scripts. These files accompany the Earth and Space Sciences publication Berlanga, Genesis., Williams, Quentin., & Temiquel, Nathan. (2022). Convolutional Neural Networks as a Tool for Raman Spectral Mineral Classification Under Low Signal, Dusty Mars Conditions.

Zenodo DOI