PyTorch implementation of deep learning for Raman spectrum recognition: CNN, LSTM, Transformer, GNN and contrastive learning
☆61Feb 13, 2025Updated last year
Alternatives and similar repositories for Raman-Spectra-Deep-Learning
Users that are interested in Raman-Spectra-Deep-Learning are comparing it to the libraries listed below
Sorting:
- RamanNet: A generalized neural network architecture for Raman Spectrum Analysis☆25May 29, 2023Updated 2 years ago
- A Universal and Accurate Method for Easily Component identification in Raman Spectroscopy Based on Deep Learning☆35Nov 2, 2025Updated 4 months ago
- Official implementation for paper "Raman spectra matching with contrastive representation learning"☆19Nov 22, 2022Updated 3 years ago
- 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
- Deep Convolutional Neural Networks for Raman Spectrum Recognition. (RRUFF dataset)☆36Aug 18, 2020Updated 5 years ago
- DeepeR: deep learning enabled Raman spectroscopy☆103Dec 11, 2023Updated 2 years ago
- This jupyter notebook is part of the lecture "Data Science for Raman spectroscopy" imparted by Nicolás Coca-López during the Hands-on Wor…☆13Jan 15, 2023Updated 3 years ago
- Application for Raman Spectroscopy Analysis☆13Jan 24, 2025Updated last year
- Generator useful to handle Raman spectra data augmentation for deep learning models☆28Aug 21, 2023Updated 2 years ago
- Framework for Raman spectroscopy analysis☆18May 19, 2024Updated last year
- Smart Grid State Estimation with PMUs TimeSynchronization Errors☆12Dec 1, 2020Updated 5 years ago
- Scripts and data for "Transfer Learning Based Raman Spectra Identification"☆24Dec 24, 2019Updated 6 years ago
- ☆14Dec 1, 2022Updated 3 years ago
- python toolkit for calibration of near infrared ( NIR) spectra☆18Dec 27, 2024Updated last year
- ☆15Oct 12, 2019Updated 6 years ago
- Partial Least Squares for C++☆13Oct 17, 2023Updated 2 years ago
- Python package to handle and analyze GC-IMS data.☆18Feb 10, 2026Updated 3 weeks ago
- A Genetic Algorithm for Joint Power and Bandwidth Allocation in Multibeam Satellite Systems☆15Mar 19, 2021Updated 4 years ago
- These functions are included the "Random Forest" and the hybrid Random Forest and Multi-Objective Particle Swarm Optimization ("RF_MOPSO"…☆17Jul 28, 2022Updated 3 years ago
- [ICML 2019] A Robust Meta-Algorithm for Stochastic Optimization☆30Aug 24, 2020Updated 5 years ago
- Open Raman Processing Library☆47Dec 12, 2025Updated 2 months ago
- This Repository contains the matlab codes to generate the figures in Chapter 4 of the book "Demand Response in Smart Grids".☆15Oct 12, 2019Updated 6 years ago
- In electrical distribution systems, a great amount of power are wasting across the lines, also nowadays power factors, voltage profiles a…☆15Nov 11, 2018Updated 7 years ago
- Fast algorithms for sparse principal component analysis☆17Aug 5, 2016Updated 9 years ago
- Component Identification with Raman Spectroscopy Made Easy☆19Jan 16, 2025Updated last year
- This repository contains matlab files of finite state model predictive control of PMSM☆22Jun 19, 2022Updated 3 years ago
- Baseline correction, smoothing, processing and plotting of Raman spectra☆28May 18, 2024Updated last year
- ☆21Dec 11, 2024Updated last year
- Source code and demos for "Rapid identification of pathogenic bacteria using Raman spectroscopy and deep learning"☆107Nov 5, 2019Updated 6 years ago
- Deep-Learning-Based Components Identification for Raman Spectroscopy☆51Jan 3, 2020Updated 6 years ago
- ConvertChanceConstraint (ccc): a Matlab toolbox for Chance-constrained Optimization☆58Aug 9, 2019Updated 6 years ago
- MatLab code using PSO (Particle Swarm Optimization) to minimize power losses and voltage deviation by optimally placing and sizing DG☆11Feb 11, 2023Updated 3 years ago
- RamanSPy: An open-source Python package for integrative Raman spectroscopy data analysis☆168Nov 9, 2025Updated 3 months ago
- In this note, disturbance rejection control (DRC) based on unknown input observation (UIO), and disturbance-observer based control (DOBC)…☆29Apr 20, 2020Updated 5 years ago
- Used convex optimization to tune millimetre wave based wireless communication parameters. Replicated the IEEE paper "Multi-Beam Power All…☆30Dec 1, 2021Updated 4 years ago
- Energy-consumption scheduling algorithms for smart electrical grids☆22Jan 12, 2022Updated 4 years ago
- Raman spectral classification base on PyQt5☆28Jul 27, 2020Updated 5 years ago
- Minimizing costs in reservoir storage systems has been a challenging problem over the years. Several methods have been used previously to…☆30Aug 13, 2019Updated 6 years ago
- ☆11Oct 7, 2025Updated 4 months ago