XiaqiongFan / DeepCIDLinks
Deep-Learning-Based Components Identification for Raman Spectroscopy
☆47Updated 5 years ago
Alternatives and similar repositories for DeepCID
Users that are interested in DeepCID are comparing it to the libraries listed below
Sorting:
- A Universal and Accurate Method for Easily Component identification in Raman Spectroscopy Based on Deep Learning☆31Updated 9 months ago
- DeepeR: deep learning enabled Raman spectroscopy☆86Updated last year
- Baseline correction, smoothing, processing and plotting of Raman spectra☆25Updated last year
- Deep CNN for Raman Applications☆48Updated 7 years ago
- Python package that provides a full range of functionality to process and analyze vibrational spectra (Raman, SERS, FTIR, etc.).☆66Updated 9 months ago
- Deep Convolutional Neural Networks for Raman Spectrum Recognition. (RRUFF dataset)☆32Updated 4 years ago
- Component Identification with Raman Spectroscopy Made Easy☆15Updated 5 months ago
- Especially useful for preprocessing of datasets like Raman spectra, infrared spectra, UV/Vis spectra, but also HPLC data and many other t…☆17Updated 2 months ago
- Spectroscopy with Deep Learning☆30Updated 7 years ago
- Repository containing code for analysis of Raman and IR spectra datasets☆28Updated 4 years ago
- Python code to identify and calculate decomposition of materials using Raman spectroscopy☆25Updated 4 years ago
- Python software for spectral data processing (IR, Raman, XAS...)☆234Updated 3 weeks ago
- ☆37Updated 3 years ago
- Python-code to analyse Raman spectroscopy☆13Updated 6 years ago
- Source code and demos for "Rapid identification of pathogenic bacteria using Raman spectroscopy and deep learning"☆103Updated 5 years ago
- Using deep learning approaches and convolutional neural networks (CNN) for spectroscopical data (deep chemometrics)☆74Updated 6 years ago
- pyMCR: Multivariate Curve Resolution for Python☆89Updated 3 years ago
- SpectroChemPy is a framework for processing, analyzing and modeling spectroscopic data for chemistry with Python☆146Updated this week
- pyChemometrics - Objects for multivariate analysis of chemometric and metabonomic datasets☆41Updated 2 months ago
- baseline correction using adaptive iteratively reweighted Penalized Least Squares☆122Updated last month
- A Python library of algorithms for the baseline correction of experimental data.☆144Updated last month
- Generator useful to handle Raman spectra data augmentation for deep learning models☆25Updated last year
- Scripts and data for "Transfer Learning Based Raman Spectra Identification"☆24Updated 5 years ago
- Patch-based Convlutional Encoder for vibrational spectrum recognition☆12Updated 8 months ago
- A peak-fitting tool based on MATLAB for spectroscopic data analysis.☆43Updated 8 months ago
- Deconvolution of Raman spectra☆32Updated last year
- Implementation of the Data-Driven SIMCA method for MATLAB☆10Updated 4 years ago
- The purpose of this repository is to use Transfer Learning in order to classify patients affected by Amyotrophic Lateral Sclerosis using …☆12Updated 4 years ago
- A fast and efficient spectra standardization algorithm.☆11Updated 6 years ago
- Perform baseline removal, baseline correction and baseline substraction for raman spectra using Modpoly, ImodPoly and Zhang fit. Returns …☆54Updated last year