onewarmheart / RamanLinks
Scripts and data for "Transfer Learning Based Raman Spectra Identification"
☆24Updated 5 years ago
Alternatives and similar repositories for Raman
Users that are interested in Raman are comparing it to the libraries listed below
Sorting:
- Transfer via Extreme learning machine Auto-encoder Method (TEAM)☆20Updated 3 years ago
- A Universal and Accurate Method for Easily Component identification in Raman Spectroscopy Based on Deep Learning☆33Updated last month
- A fast and efficient spectra standardization algorithm.☆11Updated 6 years ago
- baseline correction using adaptive iteratively reweighted Penalized Least Squares☆126Updated 7 months ago
- Deep-Learning-Based Components Identification for Raman Spectroscopy☆48Updated 5 years ago
- Deep CNN for Raman Applications☆50Updated 7 years ago
- Source code and demos for "Rapid identification of pathogenic bacteria using Raman spectroscopy and deep learning"☆105Updated 6 years ago
- Open Raman Processing Library☆45Updated 2 months ago
- PyTorch implementation of deep learning for Raman spectrum recognition: CNN, LSTM, Transformer, GNN and contrastive learning☆57Updated 9 months ago
- DeepeR: deep learning enabled Raman spectroscopy☆99Updated last year
- Especially useful for preprocessing of datasets like Raman spectra, infrared spectra, UV/Vis spectra, but also HPLC data and many other t…☆18Updated 7 months ago
- Code for paper Extended Multiplicative Signal Augmentation: An alternative to pre-processing of infrared spectra☆14Updated 4 years ago
- Raman spectral classification base on PyQt5☆26Updated 5 years ago
- Intelligent background-correction algorithm for highly fluorescent sample in Raman spectroscopy☆25Updated 5 years ago
- Benchmarking of 1D pattern classification networks☆10Updated 2 years ago
- 拉曼光谱数学模型☆15Updated 6 years ago
- Generator useful to handle Raman spectra data augmentation for deep learning models☆27Updated 2 years ago
- Methods of peak detection for analytical instruments☆56Updated 4 years ago
- Using deep learning approaches and convolutional neural networks (CNN) for spectroscopical data (deep chemometrics)☆75Updated 7 years ago
- Python software for spectral data processing (IR, Raman, XAS...)☆247Updated 6 months ago
- Framework for Raman spectroscopy analysis☆15Updated last year
- Python library for chemometric data analysis☆35Updated 3 years ago
- pyChemometrics - Objects for multivariate analysis of chemometric and metabonomic datasets☆41Updated 8 months ago
- Perform baseline removal, baseline correction and baseline substraction for raman spectra using Modpoly, ImodPoly and Zhang fit. Returns …☆57Updated last year
- Sample selection using Kennard-Stone algorighm☆11Updated 6 years ago
- Official implementation for paper "Raman spectra matching with contrastive representation learning"☆17Updated 3 years ago
- Component Identification with Raman Spectroscopy Made Easy☆17Updated 10 months ago
- python toolkit for calibration of near infrared ( NIR) spectra☆17Updated 11 months ago
- Deep Convolutional Neural Networks for Raman Spectrum Recognition. (RRUFF dataset)☆36Updated 5 years ago
- pyMCR: Multivariate Curve Resolution for Python☆92Updated 4 years ago