nibtehaz / RamanNet
RamanNet: A generalized neural network architecture for Raman Spectrum Analysis
☆15Updated last year
Related projects ⓘ
Alternatives and complementary repositories for RamanNet
- Source code and demos for "Rapid identification of pathogenic bacteria using Raman spectroscopy and deep learning"☆87Updated 5 years ago
- Generator useful to handle Raman spectra data augmentation for deep learning models☆19Updated last year
- Baseline correction, smoothing, processing and plotting of Raman spectra☆20Updated 5 months ago
- ☆15Updated 4 years ago
- Python package that provides a full range of functionality to process and analyze vibrational spectra (Raman, SERS, FTIR, etc.).☆58Updated last month
- The purpose of this repository is to use Transfer Learning in order to classify patients affected by Amyotrophic Lateral Sclerosis using …☆11Updated 3 years ago
- Scripts and data for "Transfer Learning Based Raman Spectra Identification"☆21Updated 4 years ago
- Deep Convolutional Neural Networks for Raman Spectrum Recognition. (RRUFF dataset)☆27Updated 4 years ago
- Deep-Learning-Based Components Identification for Raman Spectroscopy☆41Updated 4 years ago
- Especially useful for preprocessing of datasets like Raman spectra, infrared spectra, UV/Vis spectra, but also HPLC data and many other t…☆14Updated last year
- A Universal and Accurate Method for Easily Component identification in Raman Spectroscopy Based on Deep Learning☆25Updated last month
- Component Identification with Raman Spectroscopy Made Easy☆13Updated last year
- Framework for Raman spectroscopy analysis☆12Updated 5 months ago
- DeepeR: deep learning enabled Raman spectroscopy☆71Updated 11 months ago
- Deep Learning models applied to the analysis of VIS-NIR spectral data☆109Updated this week
- a novel calibration model named SpectraTr, based on the transformer structure is proposed and used for the qualitative analysis of drug s…☆18Updated last year
- Code for paper Extended Multiplicative Signal Augmentation: An alternative to pre-processing of infrared spectra☆13Updated 3 years ago
- baseline correction using adaptive iteratively reweighted Penalized Least Squares☆117Updated 8 months ago
- Deep CNN for Raman Applications☆46Updated 6 years ago
- Implementation of PLS-DA and OPLS-DA for high dimensional data, like MS in metabolomics.☆25Updated 4 months ago
- Example of NIR spectrogram processing for regression using Python☆21Updated 6 years ago
- SpectroChemPy is a framework for processing, analyzing and modeling spectroscopic data for chemistry with Python☆129Updated 3 weeks ago
- Perform baseline removal, baseline correction and baseline substraction for raman spectra using Modpoly, ImodPoly and Zhang fit. Returns …☆52Updated 7 months ago
- Using deep learning approaches and convolutional neural networks (CNN) for spectroscopical data (deep chemometrics)☆72Updated 5 years ago
- Python library for chemometric data analysis☆30Updated 2 years ago
- Python-code to analyse Raman spectroscopy☆13Updated 5 years ago
- Open source data set for quantitative and qualitative analysis of near-infrared spectroscopy☆38Updated 2 years ago
- ☆9Updated 3 years ago
- Python software for spectral data processing (IR, Raman, XAS...)☆222Updated last week
- Common preprocessing such as sg, msc, SNV, first-order derivative, second-order derivative, etc.☆99Updated last year