A Universal and Accurate Method for Easily Component identification in Raman Spectroscopy Based on Deep Learning
☆36Nov 2, 2025Updated 5 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☆52Jan 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 4 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
- Deep-Learning-Based Multivariate Curve Resolution☆14Oct 14, 2021Updated 4 years ago
- DeepeR: deep learning enabled Raman spectroscopy☆105Dec 11, 2023Updated 2 years ago
- 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.
- Generator useful to handle Raman spectra data augmentation for deep learning models☆29Aug 21, 2023Updated 2 years ago
- Scripts and data for "Transfer Learning Based Raman Spectra Identification"☆24Dec 24, 2019Updated 6 years ago
- Open Raman Processing Library☆49Updated this week
- Package for analyzing MS with Python☆10Jan 11, 2018Updated 8 years ago
- Component Identification with Raman Spectroscopy Made Easy☆19Jan 16, 2025Updated last year
- We apply deep learning approaches to accurately identify 30 common bacterial pathogens, achieving an average isolate-level accuracy of ov…☆13Feb 27, 2021Updated 5 years ago
- PyTorch implementation of deep learning for Raman spectrum recognition: CNN, LSTM, Transformer, GNN and contrastive learning☆62Feb 13, 2025Updated last year
- Python-code to analyse Raman spectroscopy☆15Apr 19, 2019Updated 7 years ago
- Source code and demos for "Rapid identification of pathogenic bacteria using Raman spectroscopy and deep learning"☆112Nov 5, 2019Updated 6 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.
- 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
- Deep Convolutional Neural Networks for Raman Spectrum Recognition. (RRUFF dataset)☆36Aug 18, 2020Updated 5 years ago
- A fast and efficient spectra standardization algorithm.☆11May 2, 2019Updated 6 years ago
- A Deep Learning Framework to Interpret Raw Mass Spectrometry (m/z) Data☆25Jan 21, 2024Updated 2 years ago
- Framework for Raman spectroscopy analysis☆18May 19, 2024Updated last year
- This repo contains demonstrations of an extensible Crystal Structure Type Recognition Network (CSTRNet), which consists of a variable num…☆14May 21, 2024Updated last year
- R Package for Systematic Optimization of Metabolomic Data Processing☆17Apr 4, 2025Updated last year
- Python code to identify and calculate decomposition of materials using Raman spectroscopy☆30Dec 31, 2020Updated 5 years ago
- ☆15Jun 3, 2021Updated 4 years ago
- Proton VPN Special Offer - Get 70% off • AdSpecial partner offer. Trusted by over 100 million users worldwide. Tested, Approved and Recommended by Experts.
- Python package for read-only accessing the wdf Raman spectroscopy from Ranishaw WiRE software☆50Jan 19, 2023Updated 3 years ago
- A Python package for learning representations of battery discharge voltage profiles across diverse compositions in disordered rocksalt ca…☆17Jul 12, 2024Updated last year
- eMetabolomics project: Mass Annotation based on in silico Generated Metabolites☆17Oct 30, 2022Updated 3 years ago
- pyMCR: Multivariate Curve Resolution for Python☆94Oct 26, 2021Updated 4 years ago
- A custom toolkit to implement partial least squares regression (PLSR) and discriminant analysis (PLSDA) in MATLAB.☆12Jun 5, 2025Updated 10 months ago
- CheTo - Chemical Topic Modeling☆34Apr 12, 2021Updated 5 years ago
- Patch-based Convlutional Encoder for vibrational spectrum recognition☆14Sep 27, 2024Updated last year
- RamanNet: A generalized neural network architecture for Raman Spectrum Analysis☆26May 29, 2023Updated 2 years ago
- Python software for spectral data processing (IR, Raman, XAS...)☆252Mar 30, 2026Updated 3 weeks ago
- GPU virtual machines on DigitalOcean Gradient AI • AdGet to production fast with high-performance AMD and NVIDIA GPUs you can spin up in seconds. The definition of operational simplicity.
- Implementation of UniSpec, a deep learning model for predicting full fragment ion peptide spectra.☆12Feb 11, 2025Updated last year
- Solv@TUM - The Solvation Free Energy Database☆13Mar 31, 2024Updated 2 years ago
- The official source code for [2026 ICLR] "IR-Agent: Expert-Inspired LLM Agents for Structure Elucidation from Infrared Spectra"☆11Feb 25, 2026Updated last month
- [TCSVT2023] - ESA: External Space Attention Aggregation for Image-Text Retrieval☆23Aug 30, 2024Updated last year
- Master of Research project investigating deep learning models for the estimation of fruit quality attributes using Near-infrared (NIR) S…☆18Nov 5, 2024Updated last year
- Partial Least Squares for C++☆13Oct 17, 2023Updated 2 years ago
- Fragment Graphical Variational AutoEncoding for Screening and Generating Molecules☆14Nov 21, 2022Updated 3 years ago