ISCLab-Bistu / RSClassification
Framework for Raman spectroscopy analysis
☆13Updated 11 months ago
Alternatives and similar repositories for RSClassification:
Users that are interested in RSClassification are comparing it to the libraries listed below
- Patch-based Convlutional Encoder for vibrational spectrum recognition☆11Updated 6 months ago
- Component Identification with Raman Spectroscopy Made Easy☆14Updated 3 months ago
- A Universal and Accurate Method for Easily Component identification in Raman Spectroscopy Based on Deep Learning☆30Updated 7 months ago
- Generator useful to handle Raman spectra data augmentation for deep learning models☆25Updated last year
- Deep-Learning-Based Components Identification for Raman Spectroscopy☆46Updated 5 years ago
- Deep CNN for Raman Applications☆47Updated 7 years ago
- The purpose of this repository is to use Transfer Learning in order to classify patients affected by Amyotrophic Lateral Sclerosis using …☆12Updated 4 years ago
- Deep Convolutional Neural Networks for Raman Spectrum Recognition. (RRUFF dataset)☆32Updated 4 years ago
- DeepeR: deep learning enabled Raman spectroscopy☆83Updated last year
- Especially useful for preprocessing of datasets like Raman spectra, infrared spectra, UV/Vis spectra, but also HPLC data and many other t…☆17Updated last week
- Baseline correction, smoothing, processing and plotting of Raman spectra☆24Updated 11 months ago
- We apply deep learning approaches to accurately identify 30 common bacterial pathogens, achieving an average isolate-level accuracy of ov…☆12Updated 4 years ago
- Source code and demos for "Rapid identification of pathogenic bacteria using Raman spectroscopy and deep learning"☆102Updated 5 years ago
- Scripts and data for "Transfer Learning Based Raman Spectra Identification"☆22Updated 5 years ago
- Implementation of the Data-Driven SIMCA method for MATLAB☆10Updated 4 years ago
- Python library for chemometric data analysis☆32Updated 2 years ago
- baseline correction using adaptive iteratively reweighted Penalized Least Squares☆120Updated last year
- Python package that provides a full range of functionality to process and analyze vibrational spectra (Raman, SERS, FTIR, etc.).☆64Updated 7 months ago
- RamanNet: A generalized neural network architecture for Raman Spectrum Analysis☆17Updated last year
- PyTorch implementation of deep learning for Raman spectrum recognition: CNN, LSTM, Transformer, GNN and contrastive learning☆45Updated 2 months ago
- A fast and efficient spectra standardization algorithm.☆11Updated 5 years ago
- ☆36Updated 3 years ago
- python toolkit for calibration of near infrared ( NIR) spectra☆13Updated 3 months 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
- A classification method for hyperspectral data based on convolutional neural networks (may be applicable to other spectra such as Raman s…☆11Updated 3 years ago
- Open Raman Processing Library☆37Updated 10 months ago
- Using deep learning approaches and convolutional neural networks (CNN) for spectroscopical data (deep chemometrics)☆74Updated 6 years ago
- Python code to identify and calculate decomposition of materials using Raman spectroscopy☆25Updated 4 years ago
- Python-code to analyse Raman spectroscopy☆13Updated 6 years ago
- pyChemometrics - Objects for multivariate analysis of chemometric and metabonomic datasets☆40Updated 2 weeks ago