BioSpecNorway / EMSALinks
Code for paper Extended Multiplicative Signal Augmentation: An alternative to pre-processing of infrared spectra
☆14Updated 4 years ago
Alternatives and similar repositories for EMSA
Users that are interested in EMSA are comparing it to the libraries listed below
Sorting:
- Python implementation of domain-invariant partial least squares regression (di-PLS)☆21Updated 4 months ago
- Deep Learning models applied to the analysis of VIS-NIR spectral data☆133Updated last month
- Snippets and data from the blog of Nirpy Research☆95Updated last year
- 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
- ☆12Updated 3 years ago
- Using deep learning approaches and convolutional neural networks (CNN) for spectroscopical data (deep chemometrics)☆75Updated 6 years ago
- pyChemometrics - Objects for multivariate analysis of chemometric and metabonomic datasets☆41Updated 5 months ago
- Especially useful for preprocessing of datasets like Raman spectra, infrared spectra, UV/Vis spectra, but also HPLC data and many other t…☆18Updated 5 months ago
- ☆15Updated 5 years ago
- Semi-automated preprocessing of NIRS data☆94Updated 2 years ago
- Transfer via Extreme learning machine Auto-encoder Method (TEAM)☆20Updated 3 years ago
- Generator useful to handle Raman spectra data augmentation for deep learning models☆27Updated 2 years ago
- (Multiblock) Partial Least Squares Regression for Python☆31Updated 5 years ago
- Python library for chemometric data analysis☆34Updated 2 years ago
- DeepeR: deep learning enabled Raman spectroscopy☆92Updated last year
- This repository provides a Python3 Library with implementations of the Least-Squares Support Vector Machine (LS-SVM) machine learning mo…☆41Updated 3 years ago
- python toolkit for calibration of near infrared ( NIR) spectra☆15Updated 8 months ago
- spectrai: a deep learning framework for spectral data☆68Updated 2 years ago
- Source code and demos for "Rapid identification of pathogenic bacteria using Raman spectroscopy and deep learning"☆104Updated 5 years ago
- A Python 3 implementation of orthogonal projection to latent structures☆64Updated last year
- Collection of Feature Selection Methods for Near-Infrared Spectroscopy☆18Updated 2 years ago
- Python library for hyperspectral analysis focused on spectroscopic approach.☆18Updated last year
- Locally-Weighted Partial Least Squares (LWPLS)☆22Updated 6 years ago
- Gaussian processes and Bayesian optimization for images and hyperspectral data☆57Updated last year
- Deep-Learning-Based Components Identification for Raman Spectroscopy☆48Updated 5 years ago
- Component Identification with Raman Spectroscopy Made Easy☆15Updated 8 months ago
- Pre-processing technics for imbalanced datasets in regression modelling☆11Updated 3 years ago
- Imbalanced Learning Regression☆43Updated 5 months ago
- Integrate your chemometric tools with the scikit-learn API 🧪 🤖☆63Updated this week
- The imbalanced regression method DenseWeight produces sample weights for data points in regression tasks so that there is a higher emphas…☆38Updated 4 years ago