onewarmheart / Raman
Scripts and data for "Transfer Learning Based Raman Spectra Identification"
☆21Updated 5 years ago
Alternatives and similar repositories for Raman:
Users that are interested in Raman are comparing it to the libraries listed below
- Deep-Learning-Based Components Identification for Raman Spectroscopy☆43Updated 5 years ago
- Deep CNN for Raman Applications☆47Updated 6 years ago
- A Universal and Accurate Method for Easily Component identification in Raman Spectroscopy Based on Deep Learning☆28Updated 5 months ago
- Generator useful to handle Raman spectra data augmentation for deep learning models☆24Updated last year
- DeepeR: deep learning enabled Raman spectroscopy☆82Updated last year
- Baseline correction, smoothing, processing and plotting of Raman spectra☆23Updated 9 months ago
- RamanNet: A generalized neural network architecture for Raman Spectrum Analysis☆16Updated last year
- Source code and demos for "Rapid identification of pathogenic bacteria using Raman spectroscopy and deep learning"☆98Updated 5 years ago
- Python package that provides a full range of functionality to process and analyze vibrational spectra (Raman, SERS, FTIR, etc.).☆62Updated 5 months ago
- Deep Convolutional Neural Networks for Raman Spectrum Recognition. (RRUFF dataset)☆30Updated 4 years ago
- Especially useful for preprocessing of datasets like Raman spectra, infrared spectra, UV/Vis spectra, but also HPLC data and many other t…☆16Updated 3 weeks ago
- baseline correction using adaptive iteratively reweighted Penalized Least Squares☆117Updated last year
- PyTorch implementation of deep learning for Raman spectrum recognition: CNN, LSTM, Transformer, GNN and contrastive learning☆43Updated last month
- Perform baseline removal, baseline correction and baseline substraction for raman spectra using Modpoly, ImodPoly and Zhang fit. Returns …☆52Updated 11 months ago
- Transfer via Extreme learning machine Auto-encoder Method (TEAM)☆19Updated 2 years ago
- Intelligent background-correction algorithm for highly fluorescent sample in Raman spectroscopy☆27Updated 5 years ago
- Python software for spectral data processing (IR, Raman, XAS...)☆227Updated 4 months ago
- A fast and efficient spectra standardization algorithm.☆11Updated 5 years ago
- Automated Raman Spectra Fluorescence Background Subtraction☆9Updated 5 years ago
- Spectroscopy with Deep Learning☆29Updated 6 years ago
- ☆12Updated 2 years ago
- Gaussian processes and Bayesian optimization for images and hyperspectral data☆57Updated last year
- Python library for chemometric data analysis☆31Updated 2 years ago
- pyChemometrics - Objects for multivariate analysis of chemometric and metabonomic datasets☆39Updated 7 months ago
- A Python library of algorithms for the baseline correction of experimental data.☆125Updated this week
- Repository containing code for analysis of Raman and IR spectra datasets☆26Updated 4 years ago
- ☆15Updated 4 years ago
- Component Identification with Raman Spectroscopy Made Easy☆14Updated last month
- Deconvolution of Raman spectra☆32Updated last year
- Methods of peak detection for analytical instruments☆50Updated 3 years ago