UEF-BBC / nippy
Semi-automated preprocessing of NIRS data
☆88Updated 2 years ago
Alternatives and similar repositories for nippy:
Users that are interested in nippy are comparing it to the libraries listed below
- Snippets and data from the blog of Nirpy Research☆93Updated 9 months ago
- Deep Learning models applied to the analysis of VIS-NIR spectral data☆120Updated 3 weeks ago
- Using deep learning approaches and convolutional neural networks (CNN) for spectroscopical data (deep chemometrics)☆74Updated 6 years ago
- Qualitative analysis of near infrared spectroscopy based some simple 1-d cnn networks☆35Updated 2 years ago
- Implementation of the Data-Driven SIMCA method for MATLAB☆10Updated 4 years ago
- Partial Least Squares implementation in Python☆27Updated 9 months ago
- Code for paper Extended Multiplicative Signal Augmentation: An alternative to pre-processing of infrared spectra☆14Updated 4 years ago
- Near-infrared spectroscopy model transfer based on convolutional neural network and transfer learning☆18Updated 2 years ago
- ☆11Updated 3 years ago
- pyChemometrics - Objects for multivariate analysis of chemometric and metabonomic datasets☆40Updated last month
- Python library for chemometric data analysis☆32Updated 2 years ago
- 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
- Common preprocessing such as sg, msc, SNV, first-order derivative, second-order derivative, etc.☆102Updated 2 years ago
- This code is a near-infrared spectrum modeling method based on PCA and pls☆32Updated 3 years ago
- Especially useful for preprocessing of datasets like Raman spectra, infrared spectra, UV/Vis spectra, but also HPLC data and many other t…☆17Updated 3 weeks ago
- Wavelength selection in spectroscopy☆74Updated 2 years ago
- Open source data set for quantitative and qualitative analysis of near-infrared spectroscopy☆42Updated 2 years ago
- Three Methods for Extracting Soil Nutrient Spectral Characteristics☆11Updated last year
- 近红外光谱波长筛选算法☆24Updated 4 years ago
- Python implementation of domain-invariant partial least squares regression (di-PLS)☆21Updated last month
- baseline correction using adaptive iteratively reweighted Penalized Least Squares☆120Updated last week
- ☆15Updated 4 years ago
- Python package for reading Bruker OPUS files.☆62Updated last year
- Deep-Learning-Based Components Identification for Raman Spectroscopy☆46Updated 5 years ago
- pyMCR: Multivariate Curve Resolution for Python☆88Updated 3 years ago
- Aiming at the common training datsets split, spectrum preprocessing, wavelength select and calibration models algorithm involved in the s…☆166Updated 2 years ago
- Python package that provides a full range of functionality to process and analyze vibrational spectra (Raman, SERS, FTIR, etc.).☆64Updated 7 months ago
- Convenient and efficient open-source toolbox for near infrared spectra auto preprocessing☆11Updated 11 months ago
- Python software for spectral data processing (IR, Raman, XAS...)☆234Updated last month
- ☆36Updated 3 years ago