PyTorch implementation of deep learning for Raman spectrum recognition: CNN, LSTM, Transformer, GNN and contrastive learning
☆64Feb 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. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- RamanNet: A generalized neural network architecture for Raman Spectrum Analysis☆28May 29, 2023Updated 3 years ago
- Deep Convolutional Neural Networks for Raman Spectrum Recognition. (RRUFF dataset)☆37Aug 18, 2020Updated 5 years ago
- Official implementation for paper "Raman spectra matching with contrastive representation learning"☆19Nov 22, 2022Updated 3 years ago
- A Universal and Accurate Method for Easily Component identification in Raman Spectroscopy Based on Deep Learning☆36Nov 2, 2025Updated 7 months ago
- Application for Raman Spectroscopy Analysis☆13Jan 24, 2025Updated last year
- 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.
- 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
- Baseline correction, smoothing, processing and plotting of Raman spectra☆29May 1, 2026Updated last month
- python toolkit for calibration of near infrared ( NIR) spectra☆18Dec 27, 2024Updated last year
- Framework for Raman spectroscopy analysis☆18May 19, 2024Updated 2 years ago
- These functions are included the "Random Forest" and the hybrid Random Forest and Multi-Objective Particle Swarm Optimization ("RF_MOPSO"…☆16Jul 28, 2022Updated 3 years ago
- Python package to handle and analyze GC-IMS data.☆21Apr 16, 2026Updated last month
- Open Raman Processing Library☆49May 28, 2026Updated 2 weeks ago
- Scripts and data for "Transfer Learning Based Raman Spectra Identification"☆24Dec 24, 2019Updated 6 years ago
- Source code and demos for "Rapid identification of pathogenic bacteria using Raman spectroscopy and deep learning"☆115Nov 5, 2019Updated 6 years ago
- Managed Database hosting by DigitalOcean • AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- A curated list of awesome papers, datasets, and resources for millimeter-wave (mmWave) radar perception, with a focus on deep learning me…☆55Updated this week
- Artificial neural networks for spectral analysis.☆13Mar 18, 2025Updated last year
- A Genetic Algorithm for Joint Power and Bandwidth Allocation in Multibeam Satellite Systems☆15Mar 19, 2021Updated 5 years ago
- Partial Least Squares for C++☆13Oct 17, 2023Updated 2 years ago
- Smart Grid State Estimation with PMUs TimeSynchronization Errors☆14Dec 1, 2020Updated 5 years ago
- 这是一个基于Django开发的博客系统,包含前端和后台管理系统,前端使用了Bootstrap 4,样式简洁,风格类似GitHub。☆19Nov 5, 2025Updated 7 months ago
- Raman spectral classification base on PyQt5☆29Jul 27, 2020Updated 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
- This code is a near-infrared spectrum modeling method based on PCA and pls☆35Nov 8, 2021Updated 4 years ago
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- ☆15May 7, 2024Updated 2 years ago
- ☆15Oct 12, 2019Updated 6 years ago
- Awesome papers and codes list of small molecule mass spectrometry-related machine learning methods☆39Apr 15, 2026Updated last month
- RECORD: A RECeption-Only Region Determination Attack on LEO Satellite Users - Simulation Code☆12Mar 20, 2024Updated 2 years 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
- [ICML 2019] A Robust Meta-Algorithm for Stochastic Optimization☆30Aug 24, 2020Updated 5 years ago
- ☆21Dec 11, 2024Updated last year
- 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
- 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.
- Component Identification with Raman Spectroscopy Made Easy☆19Jan 16, 2025Updated last year
- K-RET: Knowledgeable Biomedical Relation Extraction System☆10Feb 22, 2025Updated last year
- Models and benchmarks for protein classification☆10Mar 21, 2023Updated 3 years ago
- A Python library of algorithms for the baseline correction of experimental data.☆186Jun 7, 2026Updated last week
- PaNeV: an R package for a pathway-based network visualization☆10Aug 25, 2025Updated 9 months ago
- A Python framework for the batch processing and deconvolution of Raman spectra of carbonaceous materials.☆30Sep 4, 2025Updated 9 months ago
- Official implementation of paper "ScatSimCLR: self-supervised contrastive learning with pretext task regularization for small-scale datas…☆26Sep 7, 2021Updated 4 years ago