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…☆25Updated 3 years ago
- Deep Learning models applied to the analysis of VIS-NIR spectral data☆138Updated last week
- Common preprocessing such as sg, msc, SNV, first-order derivative, second-order derivative, etc.☆107Updated 3 years ago
- Aiming at the common training datsets split, spectrum preprocessing, wavelength select and calibration models algorithm involved in the s…☆181Updated 2 years ago
- Code for paper Extended Multiplicative Signal Augmentation: An alternative to pre-processing of infrared spectra☆14Updated 4 years 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
- Wavelength selection in spectroscopy☆75Updated 3 years ago
- Open source data set for quantitative and qualitative analysis of near-infrared spectroscopy☆47Updated 3 years ago
- Qualitative analysis of near infrared spectroscopy based some simple 1-d cnn networks☆38Updated 3 years ago
- 近红外光谱 用grnn做组分识别☆18Updated 7 years ago
- Snippets and data from the blog of Nirpy Research☆97Updated last year
- This code is a near-infrared spectrum modeling method based on PCA and pls☆34Updated 4 years ago
- Python implementation of Least Squares Support Vector Machine for classification on CPU (NumPy) and GPU (PyTorch).☆59Updated 4 months 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
- Source code and demos for "Rapid identification of pathogenic bacteria using Raman spectroscopy and deep learning"☆105Updated 6 years ago
- 连续投影算法Successive Projections Algorithm (SPA)☆25Updated 4 years ago
- 近红外光谱波长筛选算法☆26Updated 5 years ago
- Near-infrared spectroscopy model transfer based on convolutional neural network and transfer learning☆21Updated 2 years ago
- Partial Least Squares implementation in Python☆28Updated last year
- The code for NIRS analysis based SVM&ANN☆15Updated 4 years ago
- The purpose of this repository is to use Transfer Learning in order to classify patients affected by Amyotrophic Lateral Sclerosis using …☆13Updated 4 years ago
- DeepeR: deep learning enabled Raman spectroscopy☆99Updated 2 years ago
- ☆13Updated 4 years ago
- Semi-automated preprocessing of NIRS data☆97Updated 2 years ago
- 竞争性自适应重加权采样法(competitive adapative reweighted sampling, CARS)python代码☆23Updated 3 years ago
- spectrai: a deep learning framework for spectral data☆72Updated 2 years ago
- Especially useful for preprocessing of datasets like Raman spectra, infrared spectra, UV/Vis spectra, but also HPLC data and many other t…☆18Updated 8 months ago
- 近红外光谱开源数据集☆44Updated last year
- Example of NIR spectrogram processing for regression using Python☆24Updated 7 years ago
- Implementation of the Data-Driven SIMCA method for MATLAB☆10Updated 4 years ago