XiaqiongFan / DeepRamanLinks
A Universal and Accurate Method for Easily Component identification in Raman Spectroscopy Based on Deep Learning
☆31Updated 9 months ago
Alternatives and similar repositories for DeepRaman
Users that are interested in DeepRaman are comparing it to the libraries listed below
Sorting:
- Component Identification with Raman Spectroscopy Made Easy☆15Updated 5 months ago
- Deep-Learning-Based Components Identification for Raman Spectroscopy☆47Updated 5 years ago
- Generator useful to handle Raman spectra data augmentation for deep learning models☆25Updated 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
- Patch-based Convlutional Encoder for vibrational spectrum recognition☆12Updated 9 months ago
- Baseline correction, smoothing, processing and plotting of Raman spectra☆25Updated last year
- Open Raman Processing Library☆41Updated last year
- Framework for Raman spectroscopy analysis☆14Updated last year
- DeepeR: deep learning enabled Raman spectroscopy☆86Updated last year
- Deep Convolutional Neural Networks for Raman Spectrum Recognition. (RRUFF dataset)☆32Updated 4 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
- 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
- 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
- RamanSPy: An open-source Python package for integrative Raman spectroscopy data analysis☆118Updated 2 months ago
- Scripts and data for "Transfer Learning Based Raman Spectra Identification"☆24Updated 5 years ago
- ☆37Updated 3 years ago
- Python-code to analyse Raman spectroscopy☆13Updated 6 years ago
- Blind Source Separation - Partial Least Squares Regression framework for spectroscopy mixture data, such as Raman and FTIR. The BSS code …☆10Updated 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…☆17Updated 2 months ago
- A fast and efficient spectra standardization algorithm.☆11Updated 6 years ago
- python toolkit for calibration of near infrared ( NIR) spectra☆15Updated 6 months ago
- This repo contains demonstrations of an extensible Crystal Structure Type Recognition Network (CSTRNet), which consists of a variable num…☆11Updated last year
- Deep-Learning-Based Multivariate Curve Resolution☆14Updated 3 years ago
- A classification method for hyperspectral data based on convolutional neural networks (may be applicable to other spectra such as Raman s…☆11Updated 3 years ago
- Repository containing code for analysis of Raman and IR spectra datasets☆28Updated 4 years ago
- Implementation of PLS-DA and OPLS-DA for high dimensional data, like MS in metabolomics.☆34Updated last year
- Python code to identify and calculate decomposition of materials using Raman spectroscopy☆25Updated 4 years ago
- baseline correction using adaptive iteratively reweighted Penalized Least Squares☆122Updated 2 months ago
- Python software for spectral data processing (IR, Raman, XAS...)☆234Updated 3 weeks ago