FuSiry/Spectral-preprocessing-algorithm

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MATLAB
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Apache License 2.0
Created about 3 years ago
Updated almost 2 years ago

FuSiry/Spectral-preprocessing-algorithm

FuSiry

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Common preprocessing such as sg, msc, SNV, first-order derivative, second-order derivative, etc.

OpenSA

Aiming at the common training datsets split, spectrum preprocessing, wavelength select and calibration models algorithm involved in the spectral analysis process, a complete algorithm library is established, which is named opensa (openspectrum analysis).

Wavelength-selection

Wavelength selection in spectroscopy

Open-Nirs-Datasets

Open source data set for quantitative and qualitative analysis of near-infrared spectroscopy

NIRS_CNN

Qualitative analysis of near infrared spectroscopy based some simple 1-d cnn networks

Nirs-Pls-Corn

This code is a near-infrared spectrum modeling method based on PCA and pls

Transformer-for-Nirs

a novel calibration model named SpectraTr, based on the transformer structure is proposed and used for the qualitative analysis of drug spectrum.

DeepNirs-cnn-transfer

Near-infrared spectroscopy model transfer based on convolutional neural network and transfer learning

SVM-ANN

The code for NIRS analysis based SVM&ANN

Embedded-system

This repository is used for Embedded system ,especially stm32 singlechip .

masterfu

students，AI learner