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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).Spectral-preprocessing-algorithm
Common preprocessing such as sg, msc, SNV, first-order derivative, second-order derivative, etc.Wavelength-selection
Wavelength selection in spectroscopyOpen-Nirs-Datasets
Open source data set for quantitative and qualitative analysis of near-infrared spectroscopyNIRS_CNN
Qualitative analysis of near infrared spectroscopy based some simple 1-d cnn networksNirs-Pls-Corn
This code is a near-infrared spectrum modeling method based on PCA and plsTransformer-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 learningSVM-ANN
The code for NIRS analysis based SVM&ANNmasterfu
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