fmolivato / RamanDataGeneratorLinks
Generator useful to handle Raman spectra data augmentation for deep learning models
☆25Updated last year
Alternatives and similar repositories for RamanDataGenerator
Users that are interested in RamanDataGenerator are comparing it to the libraries listed below
Sorting:
- A Universal and Accurate Method for Easily Component identification in Raman Spectroscopy Based on Deep Learning☆31Updated 9 months ago
- Component Identification with Raman Spectroscopy Made Easy☆15Updated 5 months ago
- DeepeR: deep learning enabled Raman spectroscopy☆86Updated last year
- Python package that provides a full range of functionality to process and analyze vibrational spectra (Raman, SERS, FTIR, etc.).☆66Updated 9 months ago
- Deep-Learning-Based Components Identification for Raman Spectroscopy☆47Updated 5 years 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
- Framework for Raman spectroscopy analysis☆14Updated last year
- Deep Convolutional Neural Networks for Raman Spectrum Recognition. (RRUFF dataset)☆32Updated 4 years ago
- RamanSPy: An open-source Python package for integrative Raman spectroscopy data analysis☆118Updated 2 months ago
- Source code and demos for "Rapid identification of pathogenic bacteria using Raman spectroscopy and deep learning"☆103Updated 5 years ago
- Deep CNN for Raman Applications☆48Updated 7 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 2 months 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
- Patch-based Convlutional Encoder for vibrational spectrum recognition☆12Updated 9 months ago
- RamanNet: A generalized neural network architecture for Raman Spectrum Analysis☆19Updated 2 years ago
- Scripts and data for "Transfer Learning Based Raman Spectra Identification"☆24Updated 5 years ago
- Deep Learning models applied to the analysis of VIS-NIR spectral data☆126Updated 2 months ago
- Baseline correction, smoothing, processing and plotting of Raman spectra☆25Updated last year
- Official implementation for paper "Raman spectra matching with contrastive representation learning"☆16Updated 2 years ago
- python toolkit for calibration of near infrared ( NIR) spectra☆15Updated 6 months ago
- Open Raman Processing Library☆41Updated last year
- Using deep learning approaches and convolutional neural networks (CNN) for spectroscopical data (deep chemometrics)☆74Updated 6 years ago
- Code for paper Extended Multiplicative Signal Augmentation: An alternative to pre-processing of infrared spectra☆14Updated 4 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
- pyChemometrics - Objects for multivariate analysis of chemometric and metabonomic datasets☆41Updated 2 months ago
- PyTorch implementation of deep learning for Raman spectrum recognition: CNN, LSTM, Transformer, GNN and contrastive learning☆47Updated 4 months ago
- Implementation of the Data-Driven SIMCA method for MATLAB☆10Updated 4 years ago
- baseline correction using adaptive iteratively reweighted Penalized Least Squares☆122Updated 2 months ago
- Repository containing code for analysis of Raman and IR spectra datasets☆28Updated 4 years ago
- ☆37Updated 3 years ago