Deep Learning models applied to the analysis of VIS-NIR spectral data
☆142Dec 10, 2025Updated 2 months ago
Alternatives and similar repositories for DeepLearning_for_VIS-NIR_Spectra
Users that are interested in DeepLearning_for_VIS-NIR_Spectra are comparing it to the libraries listed below
Sorting:
- Master of Research project investigating deep learning models for the estimation of fruit quality attributes using Near-infrared (NIR) S…☆17Nov 5, 2024Updated last year
- ☆15Sep 18, 2020Updated 5 years ago
- python toolkit for calibration of near infrared ( NIR) spectra☆18Dec 27, 2024Updated last year
- Code for paper Extended Multiplicative Signal Augmentation: An alternative to pre-processing of infrared spectra☆14Jan 15, 2021Updated 5 years ago
- Using deep learning approaches and convolutional neural networks (CNN) for spectroscopical data (deep chemometrics)☆75Dec 10, 2018Updated 7 years ago
- 基于深度学习的近红外光谱数据回归分析模型☆65Nov 4, 2024Updated last year
- Example of NIR spectrogram processing for regression using Python☆24Oct 23, 2018Updated 7 years ago
- 近红外光谱波长筛选算法☆27May 18, 2020Updated 5 years ago
- a novel calibration model named SpectraTr, based on the transformer structure is proposed and used for the qualitative analysis of drug s…☆25Nov 17, 2022Updated 3 years ago
- Semi-automated preprocessing of NIRS data☆99Mar 4, 2023Updated 3 years ago
- 使用近红外光照射布匹得到光谱的放射率、吸收率等信息，预测布匹成分（是否为纯材质、氨纶含量）☆12Dec 18, 2020Updated 5 years ago
- Snippets and data from the blog of Nirpy Research☆99Jan 17, 2026Updated last month
- Near-infrared spectroscopy model transfer based on convolutional neural network and transfer learning☆24Jan 27, 2023Updated 3 years ago
- The code for NIRS analysis based SVM&ANN☆15Dec 2, 2021Updated 4 years ago
- ☆15Nov 26, 2021Updated 4 years ago
- Aiming at the common training datsets split, spectrum preprocessing, wavelength select and calibration models algorithm involved in the s…☆182Jan 20, 2023Updated 3 years ago
- spectrai: a deep learning framework for spectral data☆73Aug 23, 2023Updated 2 years ago
- ☆11Apr 10, 2022Updated 3 years ago
- 近红外光谱 用grnn做组分识别☆18Aug 10, 2018Updated 7 years ago
- Component Identification with Raman Spectroscopy Made Easy☆19Jan 16, 2025Updated last year
- Wavelength selection in spectroscopy☆76Nov 17, 2022Updated 3 years ago
- The Graphical User Interface for multi-block data analysis☆14Aug 13, 2020Updated 5 years ago
- Python implementation of domain-invariant partial least squares regression (di-PLS)☆23May 8, 2025Updated 9 months ago
- This code is a near-infrared spectrum modeling method based on PCA and pls☆34Nov 8, 2021Updated 4 years ago
- 近红外光谱开源数据集☆49Nov 4, 2024Updated last year
- Common preprocessing such as sg, msc, SNV, first-order derivative, second-order derivative, etc.☆106Nov 17, 2022Updated 3 years ago
- The soilspec package: data and functions for the book 'Soil Spectral Inference with R'☆23Feb 19, 2022Updated 4 years ago
- Chemometric analysis methods implemented in python☆13Jul 13, 2025Updated 7 months ago
- A fast and efficient spectra standardization algorithm.☆11May 2, 2019Updated 6 years ago
- Partial Least Squares implementation in Python☆28Aug 6, 2024Updated last year
- Qualitative analysis of near infrared spectroscopy based some simple 1-d cnn networks☆39Jun 2, 2022Updated 3 years ago
- Python package for reading Bruker OPUS files.☆64Sep 14, 2023Updated 2 years ago
- Open source data set for quantitative and qualitative analysis of near-infrared spectroscopy☆47Jun 2, 2022Updated 3 years ago
- Deep-Learning-Based Multivariate Curve Resolution☆14Oct 14, 2021Updated 4 years ago
- A Universal and Accurate Method for Easily Component identification in Raman Spectroscopy Based on Deep Learning☆35Nov 2, 2025Updated 4 months ago
- Python library for chemometric data analysis☆36Oct 16, 2022Updated 3 years ago
- Official implementation for paper "Raman spectra matching with contrastive representation learning"☆19Nov 22, 2022Updated 3 years ago
- Deep-Learning-Based Components Identification for Raman Spectroscopy☆51Jan 3, 2020Updated 6 years ago
- Open Raman Processing Library☆47Dec 12, 2025Updated 2 months ago