jernelv / SpecAnalysisLinks
☆15Updated 5 years ago
Alternatives and similar repositories for SpecAnalysis
Users that are interested in SpecAnalysis are comparing it to the libraries listed below
Sorting:
- a novel calibration model named SpectraTr, based on the transformer structure is proposed and used for the qualitative analysis of drug s…☆23Updated 2 years ago
- Deep Learning models applied to the analysis of VIS-NIR spectral data☆133Updated last month
- Code for paper Extended Multiplicative Signal Augmentation: An alternative to pre-processing of infrared spectra☆14Updated 4 years ago
- Common preprocessing such as sg, msc, SNV, first-order derivative, second-order derivative, etc.☆106Updated 2 years ago
- Open source data set for quantitative and qualitative analysis of near-infrared spectroscopy☆45Updated 3 years ago
- ☆12Updated 3 years ago
- Qualitative analysis of near infrared spectroscopy based some simple 1-d cnn networks☆37Updated 3 years ago
- Aiming at the common training datsets split, spectrum preprocessing, wavelength select and calibration models algorithm involved in the s…☆171Updated 2 years ago
- 连续投影算法Successive Projections Algorithm (SPA)☆24Updated 3 years ago
- Wavelength selection in spectroscopy☆74Updated 2 years ago
- This repository provides a Python3 Library with implementations of the Least-Squares Support Vector Machine (LS-SVM) machine learning mo…☆41Updated 3 years ago
- Snippets and data from the blog of Nirpy Research☆95Updated last year
- This code is a near-infrared spectrum modeling method based on PCA and pls☆32Updated 3 years ago
- Python implementation of Least Squares Support Vector Machine for classification on CPU (NumPy) and GPU (PyTorch).☆59Updated last month
- 近红外光谱 用grnn做组分识别☆17Updated 7 years ago
- Python implementation of domain-invariant partial least squares regression (di-PLS)☆21Updated 4 months ago
- Near-infrared spectroscopy model transfer based on convolutional neural network and transfer learning☆19Updated 2 years ago
- 近红外光谱波长筛选算法☆25Updated 5 years ago
- Semi-automated preprocessing of NIRS data☆94Updated 2 years ago
- Partial Least Squares implementation in Python☆27Updated last year
- 竞争性自适应重加权采样法（competitive adapative reweighted sampling， CARS）python代码☆23Updated 3 years ago
- 近红外光谱开源数据集☆36Updated 10 months ago
- A classification method for hyperspectral data based on convolutional neural networks (may be applicable to other spectra such as Raman s…☆13Updated 4 years ago
- The code for NIRS analysis based SVM&ANN☆15Updated 3 years ago
- spectrai: a deep learning framework for spectral data☆68Updated 2 years ago
- 基于深度学习的近红外光谱数据回归分析模型☆52Updated 10 months ago
- Python code for the paper "Simultaneous prediction of soil properties from VNIR--SWIR spectra using a localized multi-channel 1-D convolu…☆12Updated 5 years ago
- Transfer via Extreme learning machine Auto-encoder Method (TEAM)☆20Updated 3 years ago
- 基于CNN和RNN的高光谱分类☆19Updated 5 years ago
- Spectral data processing, including preprocessing, feature extraction, sample division, modeling, optimization algorithm.☆86Updated 5 years ago