Deep Learning models applied to the analysis of VIS-NIR spectral data
☆151Dec 10, 2025Updated 7 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. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Master of Research project investigating deep learning models for the estimation of fruit quality attributes using Near-infrared (NIR) S…☆19Nov 5, 2024Updated last year
- ☆15Sep 18, 2020Updated 5 years ago
- Example of NIR spectrogram processing for regression using Python☆26Oct 23, 2018Updated 7 years ago
- Code for paper Extended Multiplicative Signal Augmentation: An alternative to pre-processing of infrared spectra☆15Jan 15, 2021Updated 5 years ago
- python toolkit for calibration of near infrared ( NIR) spectra☆20Dec 27, 2024Updated last year
- Proton VPN Special Offer - Get 70% off • AdSpecial partner offer. Trusted by over 100 million users worldwide. Tested, Approved and Recommended by Experts.
- 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）☆13Dec 18, 2020Updated 5 years ago
- 近红外光谱波长筛选算法☆28May 18, 2020Updated 6 years ago
- Near-infrared spectroscopy model transfer based on convolutional neural network and transfer learning☆25Jan 27, 2023Updated 3 years ago
- Semi-automated preprocessing of NIRS data☆101Mar 4, 2023Updated 3 years ago
- Snippets and data from the blog of Nirpy Research☆103Jun 18, 2026Updated last month
- a novel calibration model named SpectraTr, based on the transformer structure is proposed and used for the qualitative analysis of drug s…☆28Nov 17, 2022Updated 3 years ago
- The Graphical User Interface for multi-block data analysis☆14Aug 13, 2020Updated 5 years ago
- The code for NIRS analysis based SVM&ANN☆15Dec 2, 2021Updated 4 years ago
- Wavelength selection in spectroscopy☆78Nov 17, 2022Updated 3 years ago
- AI Agents on DigitalOcean Gradient AI Platform • AdBuild production-ready AI agents using customizable tools or access multiple LLMs through a single endpoint. Create custom knowledge bases or connect external data.
- Python implementation of domain-invariant partial least squares regression (di-PLS)☆24May 8, 2025Updated last year
- spectrai: a deep learning framework for spectral data☆84Aug 23, 2023Updated 2 years ago
- This code is a near-infrared spectrum modeling method based on PCA and pls☆35Nov 8, 2021Updated 4 years ago
- Common preprocessing such as sg, msc, SNV, first-order derivative, second-order derivative, etc.☆107Nov 17, 2022Updated 3 years ago
- 近红外光谱开源数据集☆63Nov 4, 2024Updated last year
- Partial Least Squares implementation in Python☆29Jun 4, 2026Updated last month
- Qualitative analysis of near infrared spectroscopy based some simple 1-d cnn networks☆40Jun 2, 2022Updated 4 years ago
- Using near-infrared spectroscopy (NIRS) and machine learning to determine oleic acid content from peanut raw grains☆12Apr 6, 2022Updated 4 years ago
- ☆16Nov 26, 2021Updated 4 years ago
- AI Agents on DigitalOcean Gradient AI Platform • AdBuild production-ready AI agents using customizable tools or access multiple LLMs through a single endpoint. Create custom knowledge bases or connect external data.
- This is an algorithm for evenly partitioning.☆12Aug 28, 2025Updated 10 months ago
- Python package for reading Bruker OPUS files.☆66Sep 14, 2023Updated 2 years ago
- Component Identification with Raman Spectroscopy Made Easy☆20Jan 16, 2025Updated last year
- This is the code associated to the paper about the MultiModalSpectralTransformer, capable of predicting molecules from spectral data (1H,…☆16Oct 7, 2025Updated 9 months ago
- Transformer-based fNIRS Classification. Paper: Transformer Model for Functional Near-Infrared Spectroscopy Classification☆97May 23, 2026Updated 2 months ago
- A Universal and Accurate Method for Easily Component identification in Raman Spectroscopy Based on Deep Learning☆36Nov 2, 2025Updated 8 months ago
- This is the implementation of the "parameter constrained spectral encoder and decoder (PCSED)" introduced in the paper "Deep-Learned Broa…☆26Jul 17, 2021Updated 5 years ago
- ☆42Mar 18, 2022Updated 4 years ago
- Analyzing thin-layer chromatography (TLC) chromatograms☆18May 6, 2024Updated 2 years ago
- Virtual machines for every use case on DigitalOcean • AdGet dependable uptime with 99.99% SLA, simple security tools, and predictable monthly pricing with DigitalOcean's virtual machines, called Droplets.
- The official source code for [2026 ICLR] "IR-Agent: Expert-Inspired LLM Agents for Structure Elucidation from Infrared Spectra"☆19Feb 25, 2026Updated 5 months ago
- Data and codes for 1D_CNN_For_Mineral_Classification☆20Jul 13, 2021Updated 5 years ago
- 竞争性自适应重加权采样法（competitive adapative reweighted sampling， CARS）python代码☆25Apr 20, 2022Updated 4 years ago
- 基于一维残差网络和近红外光谱技术的煤矸石识别方法☆13Nov 26, 2023Updated 2 years ago
- Open source data set for quantitative and qualitative analysis of near-infrared spectroscopy☆51Jun 2, 2022Updated 4 years ago
- Open Raman Processing Library☆49Updated this week
- Chemometric analysis methods implemented in python☆14Jul 13, 2025Updated last year