SpectroChemPy is a framework for processing, analyzing and modeling spectroscopic data for chemistry with Python
-
Updated
Sep 29, 2024 - Python
SpectroChemPy is a framework for processing, analyzing and modeling spectroscopic data for chemistry with Python
Luminescence data analysis with HyperSpy.
Python package for read-only accessing the wdf Raman spectroscopy from Ranishaw WiRE software
Perform baseline removal, baseline correction and baseline substraction for raman spectra using Modpoly, ImodPoly and Zhang fit. Returns baseline-subtracted spectrum. Please give proper citation as specified in the documentation if it has helped you.
Generator useful to handle Raman spectra data augmentation for deep learning models
Master's disseration source code to find peaks of Raman Spectroscopy of CZTS and fit Lorentzians to decompose the structure.
Integrate your chemometric tools with the scikit-learn API 🧪 🤖
A Python framework for the batch processing and deconvolution of Raman spectra of carbonaceous materials.
Baseline correction, smoothing, processing and plotting of Raman spectra
Here we apply deep learning approaches to accurately identify 30 common bacterial pathogens, reaching an average isolate-level accuracy exceeding 78%, and an antibiotic treatment identification accuracy of 95%.
Code and data for the paper ACS Applied Nano Materials 5, 1356-1366, 2022 doi:10.1021/acsanm.1c03928
Official implementation for paper "Raman spectra matching with contrastive representation learning"
A python module for synthesizing and fitting experimental spectra obtained with Coherent Anti-Stokes Raman Spectroscopy (CARS).
A library for Raman spectroscopy harmonization
Orange workflow add-on for processing Raman spectra
Intensity calibration procedure for spectrometers using multichannel detectors using spectroscopic intensity ratios as standards. (This is for relative intensity calibration and data from all available Raman bands are treated simultaneously to get wavelength/wavenumber dependent sensitivity after performing the established steps for intensity ca…
Efficiently compute Raman spectra from first principles calculations (e.g. VASP) using polynomial models and ML/AI.
Component Identification with Raman Spectroscopy Made Easy
This was created during my research project to evaluate spectroscopic measurement data.
Add a description, image, and links to the raman-spectroscopy topic page so that developers can more easily learn about it.
To associate your repository with the raman-spectroscopy topic, visit your repo's landing page and select "manage topics."