https://github.com/ziatdinovmax/opticalnanoimagingml

ML analysis of optical nanoimaging and nanospectroscopy data
https://github.com/ziatdinovmax/opticalnanoimagingml

Last synced: 7 months ago
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ML analysis of optical nanoimaging and nanospectroscopy data

• Host: GitHub
• URL: https://github.com/ziatdinovmax/opticalnanoimagingml
• Owner: ziatdinovmax
• Created: 2024-01-22T19:33:16.000Z (over 1 year ago)
• Default Branch: main
• Last Pushed: 2024-04-08T06:10:02.000Z (over 1 year ago)
• Last Synced: 2025-02-05T17:12:00.914Z (8 months ago)
• Language: Jupyter Notebook
• Size: 1.76 MB
• Stars: 0
• Watchers: 1
• Forks: 0
• Open Issues: 0
• Metadata Files:
  • Readme: README.md

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README

          
# OpticalNanoImagingML

ML analysis of optical nanoimaging and nanospectroscopy data.

This repository contains notebook(s) demonstrates a variational autoencoder-based analysis of hyperspectral data obtained via tip-enhanced photoluminescent measurements. 

#### Requirements

*   python >= 3.8

*   [pytorch](https://pytorch.org/) >= 1.8

*   [pyro-ppl](https://pyro.ai/) >= 1.6

The dataset can be downloaded from [here](https://drive.google.com/uc?id=196D2av5JkhXZ7xiOOOxP5EN4txoH9tNZ).