spectral interpretation using gaussian mixtures and autoencoder
Project description
Description
Unmix is an open-source Python library for phase identification and spectrum analysis for energy dispersive x-ray spectroscopy (EDS) datasets. The library mainly builds on the Hyperspy, Pytorch, and Scikit-learn. Use the link below to test your dataset:
Check EDS dataset with GUI
An example of checking the EDS dataset and the sum spectrum.
Dimensionality reduction and clustering
An example of analysing the latent space using the graphical widget.
Factor analysis on cluster-wise spectra
A demo of acquiring Background-substracted spectrum using Factor Analysis (FA).
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