nibtehaz / RamanNetLinks
RamanNet: A generalized neural network architecture for Raman Spectrum Analysis
☆25Updated 2 years ago
Alternatives and similar repositories for RamanNet
Users that are interested in RamanNet are comparing it to the libraries listed below
Sorting:
- Source code and demos for "Rapid identification of pathogenic bacteria using Raman spectroscopy and deep learning"☆107Updated 6 years ago
- Deep-Learning-Based Components Identification for Raman Spectroscopy☆51Updated 6 years ago
- Generator useful to handle Raman spectra data augmentation for deep learning models☆28Updated 2 years ago
- DeepeR: deep learning enabled Raman spectroscopy☆103Updated 2 years ago
- A Universal and Accurate Method for Easily Component identification in Raman Spectroscopy Based on Deep Learning☆35Updated 3 months ago
- Baseline correction, smoothing, processing and plotting of Raman spectra☆25Updated last year
- baseline correction using adaptive iteratively reweighted Penalized Least Squares☆134Updated 9 months ago
- ☆15Updated 5 years ago
- We apply deep learning approaches to accurately identify 30 common bacterial pathogens, achieving an average isolate-level accuracy of ov…☆13Updated 4 years ago
- The purpose of this repository is to use Transfer Learning in order to classify patients affected by Amyotrophic Lateral Sclerosis using …☆13Updated 4 years ago
- Scripts and data for "Transfer Learning Based Raman Spectra Identification"☆24Updated 6 years ago
- Python package that provides a full range of functionality to process and analyze vibrational spectra (Raman, SERS, FTIR, etc.).☆73Updated last year
- Deep Convolutional Neural Networks for Raman Spectrum Recognition. (RRUFF dataset)☆35Updated 5 years ago
- Perform baseline removal, baseline correction and baseline substraction for raman spectra using Modpoly, ImodPoly and Zhang fit. Returns …☆58Updated last year
- PyTorch implementation of deep learning for Raman spectrum recognition: CNN, LSTM, Transformer, GNN and contrastive learning☆60Updated 11 months ago
- Deep CNN for Raman Applications☆51Updated 7 years ago
- a novel calibration model named SpectraTr, based on the transformer structure is proposed and used for the qualitative analysis of drug s…☆25Updated 3 years ago
- Component Identification with Raman Spectroscopy Made Easy☆19Updated last year
- Especially useful for preprocessing of datasets like Raman spectra, infrared spectra, UV/Vis spectra, but also HPLC data and many other t…☆21Updated 9 months ago
- RamanSPy: An open-source Python package for integrative Raman spectroscopy data analysis☆163Updated 3 months ago
- Open Raman Processing Library☆47Updated 2 months ago
- Official implementation for paper "Raman spectra matching with contrastive representation learning"☆19Updated 3 years ago
- Framework for Raman spectroscopy analysis☆17Updated last year
- Python-code to analyse Raman spectroscopy☆14Updated 6 years ago
- GAN-BASED DATA AUGMENTATION for RAMAN SPECTRA☆10Updated 7 months ago
- A peak-fitting tool based on MATLAB for spectroscopic data analysis.☆44Updated last year
- Machine learning molecule graphs from atomic force microscopy images.☆13Updated 2 years ago
- Python software for spectral data processing (IR, Raman, XAS...)☆251Updated 8 months ago
- Raman spectral classification base on PyQt5☆27Updated 5 years ago
- The ability to manipulate domains and domain walls underpins function in a range of next-generation applications of ferroelectrics. While…☆22Updated 2 years ago