XiaqiongFan / DeepRaman
A Universal and Accurate Method for Easily Component identification in Raman Spectroscopy Based on Deep Learning
☆29Updated 6 months ago
Alternatives and similar repositories for DeepRaman:
Users that are interested in DeepRaman are comparing it to the libraries listed below
- Generator useful to handle Raman spectra data augmentation for deep learning models☆24Updated last year
- Component Identification with Raman Spectroscopy Made Easy☆14Updated 2 months ago
- Deep-Learning-Based Components Identification for Raman Spectroscopy☆44Updated 5 years ago
- Framework for Raman spectroscopy analysis☆13Updated 10 months ago
- Patch-based Convlutional Encoder for vibrational spectrum recognition☆11Updated 6 months ago
- Python package that provides a full range of functionality to process and analyze vibrational spectra (Raman, SERS, FTIR, etc.).☆63Updated 6 months ago
- Source code and demos for "Rapid identification of pathogenic bacteria using Raman spectroscopy and deep learning"☆98Updated 5 years ago
- Deep CNN for Raman Applications☆47Updated 7 years ago
- Open Raman Processing Library☆37Updated 9 months ago
- A fast and efficient spectra standardization algorithm.☆11Updated 5 years ago
- Baseline correction, smoothing, processing and plotting of Raman spectra☆24Updated 10 months ago
- Especially useful for preprocessing of datasets like Raman spectra, infrared spectra, UV/Vis spectra, but also HPLC data and many other t…☆16Updated 2 weeks 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
- Scripts and data for "Transfer Learning Based Raman Spectra Identification"☆21Updated 5 years ago
- DeepeR: deep learning enabled Raman spectroscopy☆82Updated last year
- Deep-Learning-Based Multivariate Curve Resolution☆14Updated 3 years ago
- This repo contains demonstrations of an extensible Crystal Structure Type Recognition Network (CSTRNet), which consists of a variable num…☆10Updated 10 months ago
- Deep Convolutional Neural Networks for Raman Spectrum Recognition. (RRUFF dataset)☆31Updated 4 years ago
- RamanSPy: An open-source Python package for integrative Raman spectroscopy data analysis☆100Updated last month
- ☆36Updated 3 years ago
- Automated Raman Spectra Fluorescence Background Subtraction☆9Updated 5 years ago
- Python-code to analyse Raman spectroscopy☆13Updated 5 years ago
- Implementation of PLS-DA and OPLS-DA for high dimensional data, like MS in metabolomics.☆31Updated 9 months ago
- Repository containing code for analysis of Raman and IR spectra datasets☆26Updated 4 years ago
- python toolkit for calibration of near infrared ( NIR) spectra☆13Updated 3 months ago
- A fully automatic method based on Transformer for resolution of overlapping peaks in gas chromatography-mass spectrometry☆10Updated 2 months ago
- X-ray diffraction denoising using deep convolutional neural networks☆12Updated last year
- Python code to identify and calculate decomposition of materials using Raman spectroscopy☆24Updated 4 years ago
- pyMCR: Multivariate Curve Resolution for Python☆85Updated 3 years ago
- PyTorch implementation of deep learning for Raman spectrum recognition: CNN, LSTM, Transformer, GNN and contrastive learning☆44Updated last month