FuSiry / 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).
☆160Updated 2 years ago
Alternatives and similar repositories for OpenSA:
Users that are interested in OpenSA are comparing it to the libraries listed below
- Wavelength selection in spectroscopy☆69Updated 2 years ago
- Common preprocessing such as sg, msc, SNV, first-order derivative, second-order derivative, etc.☆102Updated 2 years ago
- 基于深度学习的近红外光谱数据回归分析模型☆31Updated 2 months ago
- Qualitative analysis of near infrared spectroscopy based some simple 1-d cnn networks☆34Updated 2 years ago
- 近红外光谱波长筛选算法☆21Updated 4 years ago
- Spectral data processing, including preprocessing, feature extraction, sample division, modeling, optimization algorithm.☆82Updated 4 years ago
- The code for NIRS analysis based SVM&ANN☆14Updated 3 years ago
- 高光谱数据预处理方法python代码☆59Updated 2 years ago
- This code is a near-infrared spectrum modeling method based on PCA and pls☆28Updated 3 years ago
- 近红外光谱 用grnn做组分识别☆17Updated 6 years ago
- Open source data set for quantitative and qualitative analysis of near-infrared spectroscopy☆41Updated 2 years ago
- 竞争性自适应重加权采样法(competitive adapative reweighted sampling, CARS)python代码☆21Updated 2 years ago
- 基于CNN和RNN的高光谱分类☆17Updated 5 years ago
- 近红外光谱开源数据集☆24Updated 2 months ago
- Near-infrared spectroscopy model transfer based on convolutional neural network and transfer learning☆18Updated 2 years ago
- 和高光谱数据处理相关程序☆10Updated 5 years ago
- 1DCNN_for_NIR,一维卷积神经网络进行光谱与土壤全氮的回归预测/Regression prediction of spectrum and soil total nitrogen by one-dimensional convolution neural netw…☆31Updated 3 months ago
- ☆11Updated 3 years ago
- 连续投影算法Successive Projections Algorithm (SPA)☆21Updated 3 years ago
- Deep Learning models applied to the analysis of VIS-NIR spectral data☆113Updated 2 months ago
- a novel calibration model named SpectraTr, based on the transformer structure is proposed and used for the qualitative analysis of drug s…☆19Updated 2 years ago
- 使用python对高光谱数据进行处理和分类