Open source data set for quantitative and qualitative analysis of near-infrared spectroscopy
☆47Jun 2, 2022Updated 3 years ago
Alternatives and similar repositories for Open-Nirs-Datasets
Users that are interested in Open-Nirs-Datasets are comparing it to the libraries listed below
Sorting:
- This code is a near-infrared spectrum modeling method based on PCA and pls☆34Nov 8, 2021Updated 4 years ago
- Qualitative analysis of near infrared spectroscopy based some simple 1-d cnn networks☆39Jun 2, 2022Updated 3 years ago
- 近红外光谱开源数据集☆49Nov 4, 2024Updated last year
- Wavelength selection in spectroscopy☆76Nov 17, 2022Updated 3 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
- Common preprocessing such as sg, msc, SNV, first-order derivative, second-order derivative, etc.☆106Nov 17, 2022Updated 3 years ago
- Partial Least Squares implementation in Python☆28Aug 6, 2024Updated last year
- The code for NIRS analysis based SVM&ANN☆15Dec 2, 2021Updated 4 years ago
- Process Near-Infrared Spectroscopy Data in MNE☆106Feb 16, 2026Updated last week
- Near-infrared spectroscopy model transfer based on convolutional neural network and transfer learning☆24Jan 27, 2023Updated 3 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
- Semi-automated preprocessing of NIRS data☆99Mar 4, 2023Updated 2 years ago
- A Hyperspectral Dermoscopy Dataset for Melanoma Detection☆14Nov 8, 2021Updated 4 years ago
- 近红外光谱波长筛选算法☆27May 18, 2020Updated 5 years ago
- ☆13Oct 12, 2021Updated 4 years ago
- Snippets and data from the blog of Nirpy Research☆99Jan 17, 2026Updated last month
- ☆15Sep 18, 2020Updated 5 years ago
- Code for paper Extended Multiplicative Signal Augmentation: An alternative to pre-processing of infrared spectra☆14Jan 15, 2021Updated 5 years ago
- 近红外光谱 用grnn做组分识别☆18Aug 10, 2018Updated 7 years ago
- 基于CNN和RNN的高光谱分类☆20Nov 18, 2019Updated 6 years ago
- Deep Learning models applied to the analysis of VIS-NIR spectral data☆142Dec 10, 2025Updated 2 months ago
- 主要提出了一种从多谱线特征层融合角度提出了基于格拉姆角场（Gramian angular field）与多尺度卷积神经网络（multi-scale convolutional neural network）的光谱特征提取方法，使用格拉姆角场将一维光谱信号变换为二维图像增强了…☆25Dec 20, 2023Updated 2 years ago
- Transfer via Extreme learning machine Auto-encoder Method (TEAM)☆20Sep 9, 2022Updated 3 years ago
- Deep-Learning-Based Components Identification for Raman Spectroscopy☆51Jan 3, 2020Updated 6 years ago
- DeepMSProfiler, an innovative data analysis tool focused on liquid chromatography mass spectrometry (LC-MS) data.☆32Sep 17, 2024Updated last year
- Developing Low-Cost Multispectral Imagers using Inter-Band Redundancy Analysis and Greedy Spectral Selection in Hyperspectral Imaging. Re…☆63Apr 8, 2024Updated last year
- DOSY processing☆10Mar 11, 2022Updated 3 years ago
- The code for the article "Fully Automated Unconstrained Analysis of High-Resolution Mass Spectrometry Data with Machine Learning"☆29Jan 20, 2025Updated last year
- ☆11Oct 7, 2025Updated 4 months ago
- Streamlining data processing and modeling for spectroscopy applications☆34Sep 12, 2024Updated last year
- baseline correction using adaptive iteratively reweighted Penalized Least Squares☆134Apr 27, 2025Updated 10 months ago
- Python library for chemometric data analysis☆36Oct 16, 2022Updated 3 years ago
- Adaptive Weighted Attention Network with Camera Spectral Sensitivity Prior for Spectral Reconstruction from RGB Images in CVPRW 2020 (Win…☆77Dec 14, 2023Updated 2 years ago
- ViscoWave is a tool for Dynamic Backcalculation of Falling Weight Deflectometer (FWD) Time History Data☆17Jul 28, 2023Updated 2 years ago
- [IEEE TGRS 2024] S3ANet: Spatial-Spectral Self-Attention Learning Network for Defending Against Adversarial Attacks in Hyperspectral Imag…☆38Jul 25, 2024Updated last year
- Benchmarking of 1D pattern classification networks☆10Jul 19, 2023Updated 2 years ago
- Soil Sample and Soil Profile Datasets: an Open Compilation☆21Jun 18, 2025Updated 8 months ago
- ☆11May 9, 2022Updated 3 years ago
- A framework that predicts the molecular structure when given Infrared and 13C Nuclear magnetic resonance spectra without referring to any…☆10Jan 17, 2024Updated 2 years ago