Deep-Learning-Based Components Identification for Raman Spectroscopy
☆52Jan 3, 2020Updated 6 years ago
Alternatives and similar repositories for DeepCID
Users that are interested in DeepCID are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- A Universal and Accurate Method for Easily Component identification in Raman Spectroscopy Based on Deep Learning☆36Nov 2, 2025Updated 6 months ago
- A fast and efficient spectra standardization algorithm.☆11May 2, 2019Updated 7 years ago
- Component Identification with Raman Spectroscopy Made Easy☆19Jan 16, 2025Updated last year
- Intelligent background-correction algorithm for highly fluorescent sample in Raman spectroscopy☆25Dec 17, 2019Updated 6 years ago
- Deep CNN for Raman Applications☆52Mar 14, 2018Updated 8 years ago
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click. Zero configuration with optimized deployments.
- 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-Learning-Based Multivariate Curve Resolution☆14Oct 14, 2021Updated 4 years ago
- Python software for spectral data processing (IR, Raman, XAS...)☆254Mar 30, 2026Updated last month
- Spectroscopy with Deep Learning☆32May 20, 2018Updated 7 years ago
- Repository containing code for analysis of Raman and IR spectra datasets☆29Dec 30, 2020Updated 5 years ago
- Automated Raman Spectra Fluorescence Background Subtraction☆10May 15, 2019Updated 6 years ago
- Master's disseration source code to find peaks of Raman Spectroscopy of CZTS and fit Lorentzians to decompose the structure.☆42Oct 29, 2024Updated last year
- 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
- Generator useful to handle Raman spectra data augmentation for deep learning models☆29Aug 21, 2023Updated 2 years ago
- Serverless GPU API endpoints on Runpod - Get Bonus Credits • AdSkip the infrastructure headaches. Auto-scaling, pay-as-you-go, no-ops approach lets you focus on innovating your application.
- Source code and demos for "Rapid identification of pathogenic bacteria using Raman spectroscopy and deep learning"☆114Nov 5, 2019Updated 6 years ago
- Python code to identify and calculate decomposition of materials using Raman spectroscopy☆30Dec 31, 2020Updated 5 years ago
- Framework for Raman spectroscopy analysis☆18May 19, 2024Updated last year
- Transfer via Extreme learning machine Auto-encoder Method (TEAM)☆19Sep 9, 2022Updated 3 years ago
- pyChemometrics - Objects for multivariate analysis of chemometric and metabonomic datasets☆40Apr 5, 2025Updated last year
- Code for deep learning models to predict molecular electronic properties.☆16Jan 19, 2024Updated 2 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
- Streamlining data processing and modeling for spectroscopy applications☆34Sep 12, 2024Updated last year
- Deconvolution of Raman spectra☆35Sep 9, 2023Updated 2 years ago
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click. Zero configuration with optimized deployments.
- Source code of the paper "Prediction of Molecular Absorption Wavelength Using Deep Neural Networks"☆10May 29, 2022Updated 3 years ago
- Deep Convolutional Neural Networks for Raman Spectrum Recognition. (RRUFF dataset)☆36Aug 18, 2020Updated 5 years ago
- pyMCR: Multivariate Curve Resolution for Python☆95Oct 26, 2021Updated 4 years ago
- Peak detection for untargeted metabolomics using Neural Network. High-level API based on peakonly by @Arseha.☆17Feb 28, 2026Updated 2 months ago
- Python-code to analyse Raman spectroscopy☆15Apr 19, 2019Updated 7 years ago
- RamanNet: A generalized neural network architecture for Raman Spectrum Analysis☆26May 29, 2023Updated 2 years ago
- Recursive wavelet peak detection and deconvolution☆17Dec 17, 2019Updated 6 years ago
- 🌈 A collaborative list of awesome tools for spectroscopy. Also, check:☆132Aug 1, 2023Updated 2 years ago
- Code for generation and benchmarks of the Multimodal Spectroscopic Dataset☆54Jun 23, 2025Updated 10 months 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.
- baseline correction using adaptive iteratively reweighted Penalized Least Squares☆136Apr 27, 2025Updated last year
- Python pandas-based toolkit for explorative spectroscopy, in particular UVVis spectroscopic data.☆95Feb 3, 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
- Spectra.jl aims at helping treatment of spectral (Raman, Infrared, XAS, NMR) data under the Julia language☆40Apr 7, 2026Updated 3 weeks ago
- ☆40Mar 18, 2022Updated 4 years ago
- Group-DIA, a software for analyzing multiple DIA data files☆13Dec 5, 2016Updated 9 years ago
- Chemometrics Toolbox for MATLAB☆12Apr 13, 2026Updated 3 weeks ago