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Code and data for IR spectra recognition. (Part of PhD dissertation)

License: MIT License

Jupyter Notebook 37.04% Python 62.96%
machine-learning support-vector-machine classification-model infrared-spectra

ir_svm's Introduction

IR_SVM: Infrared Spectra Detection via Support Vector Machine Framework

Software for intelligent detection of IR spectra.

Installation

  1. Clone the repository.
  2. Install the required packages.

Instructions

  1. Run the code inside workflow directory to perform analysis.
  2. Use the GUI classifier for classifying experimental spectra.

Developer

M Arshad Zahangir Chowdhury

Data and supervision

Tim E. Rice

Matthew A. Oehlschlaeger

Affiliation

Rensselaer Polytechnic Institute

License

MIT License

Funding

This work was supported by the National Science Foundation under Grant CBET-1851291.

Publication

Chowdhury, M.A.Z., Rice, T.E. & Oehlschlaeger, M.A. A support vector machines framework for identification of infrared spectra. Appl. Phys. B 128, 161 (2022). https://doi.org/10.1007/s00340-022-07879-8

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