A Universal and Accurate Method for Easily Component identification in Raman Spectroscopy Based on Deep Learning
☆36Nov 2, 2025Updated 11 months ago
Alternatives and similar repositories for DeepRaman
Users that are interested in DeepRaman are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Deep-Learning-Based Components Identification for Raman Spectroscopy☆53Jan 3, 2020Updated 6 years ago
- A classification method for hyperspectral data based on convolutional neural networks (may be applicable to other spectra such as Raman s…☆13Jul 10, 2021Updated 5 years ago
- The purpose of this repository is to use Transfer Learning in order to classify patients affected by Amyotrophic Lateral Sclerosis using …☆13Mar 10, 2021Updated 5 years ago
- We apply deep learning approaches to accurately identify 30 common bacterial pathogens, achieving an average isolate-level accuracy of ov…☆14Feb 27, 2021Updated 5 years ago
- Deep-Learning-Based Multivariate Curve Resolution☆14Oct 14, 2021Updated 5 years ago
- Simple, predictable pricing with DigitalOcean hosting • AdAlways know what you'll pay with monthly caps and flat pricing. Enterprise-grade infrastructure trusted by 600k+ customers.
- Python-code to analyse Raman spectroscopy☆15Apr 19, 2019Updated 7 years ago
- Generator useful to handle Raman spectra data augmentation for deep learning models☆29Aug 21, 2023Updated 3 years ago
- Scripts and data for "Transfer Learning Based Raman Spectra Identification"☆24Dec 24, 2019Updated 6 years ago
- DeepeR: deep learning enabled Raman spectroscopy☆112Dec 11, 2023Updated 2 years ago
- Open Raman Processing Library☆50Jul 30, 2026Updated 3 months ago
- Component Identification with Raman Spectroscopy Made Easy☆21Jan 16, 2025Updated last year
- Package for analyzing MS with Python☆10Jan 11, 2018Updated 8 years ago
- Source code and demos for "Rapid identification of pathogenic bacteria using Raman spectroscopy and deep learning"☆118Nov 5, 2019Updated 6 years ago
- PyTorch implementation of deep learning for Raman spectrum recognition: CNN, LSTM, Transformer, GNN, Mamba and contrastive learning☆69Updated this week
- Deploy open-source AI quickly and easily - Special Bonus Offer • AdRunpod Hub is built for open source. One-click deployment and autoscaling endpoints without provisioning your own infrastructure.
- RamanNet: A generalized neural network architecture for Raman Spectrum Analysis☆28May 29, 2023Updated 3 years ago
- ☆14Dec 8, 2025Updated 10 months ago
- R Package for Systematic Optimization of Metabolomic Data Processing☆17Apr 4, 2025Updated last year
- ☆15Jun 3, 2021Updated 5 years ago
- Deep Convolutional Neural Networks for Raman Spectrum Recognition. (RRUFF dataset)☆37Aug 18, 2020Updated 6 years ago
- A fast and efficient spectra standardization algorithm.☆11May 2, 2019Updated 7 years ago
- User interface to reanalyze and explore all public data in Metabolomics Public Data☆12Oct 18, 2023Updated 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…☆21Apr 14, 2025Updated last year
- This jupyter notebook is part of the lecture "Data Science for Raman spectroscopy" imparted by Nicolás Coca-López during the Hands-on Wor…☆14Jan 15, 2023Updated 3 years ago
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- Python package for read-only accessing the wdf Raman spectroscopy from Ranishaw WiRE software☆49Jan 19, 2023Updated 3 years ago
- This repo contains demonstrations of an extensible Crystal Structure Type Recognition Network (CSTRNet), which consists of a variable num…☆14May 21, 2024Updated 2 years ago
- pyMCR: Multivariate Curve Resolution for Python☆101Oct 26, 2021Updated 5 years ago
- Framework for Raman spectroscopy analysis☆20May 19, 2024Updated 2 years ago
- Data toolkits for processing NMR, MALDI MSI, MALDI single cell, Raman Spectroscopy, LC-MS and GC-MS raw data, chemoinformatics data analy…☆73Oct 13, 2026Updated 2 weeks ago
- eMetabolomics project: Mass Annotation based on in silico Generated Metabolites