XiaqiongFan / DeepRaman
A Universal and Accurate Method for Easily Component identification in Raman Spectroscopy Based on Deep Learning
☆26Updated 2 months ago
Related projects ⓘ
Alternatives and complementary repositories for DeepRaman
- Component Identification with Raman Spectroscopy Made Easy☆14Updated last year
- Generator useful to handle Raman spectra data augmentation for deep learning models☆20Updated last year
- Deep-Learning-Based Components Identification for Raman Spectroscopy☆41Updated 4 years ago
- Framework for Raman spectroscopy analysis☆12Updated 6 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.☆27Updated 4 months ago
- DeepeR: deep learning enabled Raman spectroscopy☆73Updated 11 months ago
- Source code and demos for "Rapid identification of pathogenic bacteria using Raman spectroscopy and deep learning"☆88Updated 5 years ago
- Deep Convolutional Neural Networks for Raman Spectrum Recognition. (RRUFF dataset)☆27Updated 4 years ago
- Deep-Learning-Based Multivariate Curve Resolution☆14Updated 3 years ago
- A fast and efficient spectra standardization algorithm.☆11Updated 5 years ago
- Python package that provides a full range of functionality to process and analyze vibrational spectra (Raman, SERS, FTIR, etc.).☆58Updated 2 months 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
- Baseline correction, smoothing, processing and plotting of Raman spectra☆20Updated 6 months ago
- 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
- Package for analyzing MS with Python☆11Updated 6 years ago
- ☆32Updated 2 years ago
- Scripts and data for "Transfer Learning Based Raman Spectra Identification"☆21Updated 4 years ago
- python toolkit for calibration of near infrared ( NIR) spectra☆11Updated 10 months ago
- Open Raman Processing Library☆32Updated 5 months ago
- Python code to identify and calculate decomposition of materials using Raman spectroscopy☆23Updated 3 years ago
- Repository containing code for analysis of Raman and IR spectra datasets☆26Updated 3 years ago
- Python-code to analyse Raman spectroscopy☆13Updated 5 years ago
- RamanSPy: An open-source Python package for integrative Raman spectroscopy data analysis☆84Updated 3 months ago
- pyChemometrics - Objects for multivariate analysis of chemometric and metabonomic datasets☆38Updated 4 months ago
- baseline correction using adaptive iteratively reweighted Penalized Least Squares☆117Updated 8 months ago
- Using deep learning approaches and convolutional neural networks (CNN) for spectroscopical data (deep chemometrics)☆72Updated 5 years ago
- Python notebooks for teaching analytical chemistry☆12Updated 3 years ago
- Python library for chemometric data analysis☆30Updated 2 years ago
- Automated Raman Spectra Fluorescence Background Subtraction☆9Updated 5 years ago