nsgln / Deep-Learning-Raman-Spectroscopy
The purpose of this repository is to use Transfer Learning in order to classify patients affected by Amyotrophic Lateral Sclerosis using Raman Spectroscopy
☆12Updated 3 years ago
Alternatives and similar repositories for Deep-Learning-Raman-Spectroscopy:
Users that are interested in Deep-Learning-Raman-Spectroscopy are comparing it to the libraries listed below
- Baseline correction, smoothing, processing and plotting of Raman spectra☆22Updated 9 months ago
- A Universal and Accurate Method for Easily Component identification in Raman Spectroscopy Based on Deep Learning☆28Updated 4 months ago
- Blind Source Separation - Partial Least Squares Regression framework for spectroscopy mixture data, such as Raman and FTIR. The BSS code …☆10Updated 2 years ago
- Generator useful to handle Raman spectra data augmentation for deep learning models☆24Updated last year
- Deep Convolutional Neural Networks for Raman Spectrum Recognition. (RRUFF dataset)☆28Updated 4 years ago
- Python package that provides a full range of functionality to process and analyze vibrational spectra (Raman, SERS, FTIR, etc.).☆62Updated 4 months ago
- Framework for Raman spectroscopy analysis☆13Updated 9 months ago
- ☆12Updated 2 years ago
- Component Identification with Raman Spectroscopy Made Easy☆14Updated last month
- Deep-Learning-Based Components Identification for Raman Spectroscopy☆43Updated 5 years ago
- Source code and demos for "Rapid identification of pathogenic bacteria using Raman spectroscopy and deep learning"☆98Updated 5 years ago
- DeepeR: deep learning enabled Raman spectroscopy☆80Updated last year
- Deep CNN for Raman Applications☆47Updated 6 years ago
- RamanNet: A generalized neural network architecture for Raman Spectrum Analysis☆16Updated last year
- baseline correction using adaptive iteratively reweighted Penalized Least Squares☆118Updated 11 months ago
- Scripts and data for "Transfer Learning Based Raman Spectra Identification"☆21Updated 5 years ago
- Methods of peak detection for analytical instruments☆49Updated 3 years ago
- Implementation of the Data-Driven SIMCA method for MATLAB☆9Updated 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…☆15Updated last week
- Perform baseline removal, baseline correction and baseline substraction for raman spectra using Modpoly, ImodPoly and Zhang fit. Returns …☆52Updated 10 months ago
- Raman-specctroscopy plot and baseline remove☆9Updated 6 years ago
- Open Raman Processing Library☆34Updated 8 months ago
- Python software for spectral data processing (IR, Raman, XAS...)☆227Updated 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…☆21Updated 2 years ago
- ☆15Updated 4 years ago
- RamanSPy: An open-source Python package for integrative Raman spectroscopy data analysis☆94Updated last week
- Partial Least Squares implementation in Python☆26Updated 6 months ago
- Implementation of PLS-DA and OPLS-DA for high dimensional data, like MS in metabolomics.☆30Updated 7 months ago
- PyTorch implementation of deep learning for Raman spectrum recognition: CNN, LSTM, Transformer, GNN and contrastive learning☆40Updated last week
- Qualitative analysis of near infrared spectroscopy based some simple 1-d cnn networks☆34Updated 2 years ago