csho33 / bacteria-IDLinks
Source code and demos for "Rapid identification of pathogenic bacteria using Raman spectroscopy and deep learning"
☆103Updated 5 years ago
Alternatives and similar repositories for bacteria-ID
Users that are interested in bacteria-ID are comparing it to the libraries listed below
Sorting:
- DeepeR: deep learning enabled Raman spectroscopy☆91Updated last year
- Deep-Learning-Based Components Identification for Raman Spectroscopy☆47Updated 5 years ago
- Python package that provides a full range of functionality to process and analyze vibrational spectra (Raman, SERS, FTIR, etc.).☆66Updated 11 months ago
- Deep CNN for Raman Applications☆50Updated 7 years ago
- Deep Convolutional Neural Networks for Raman Spectrum Recognition. (RRUFF dataset)☆32Updated 5 years ago
- Generator useful to handle Raman spectra data augmentation for deep learning models☆27Updated 2 years ago
- RamanSPy: An open-source Python package for integrative Raman spectroscopy data analysis☆132Updated 4 months ago
- Python software for spectral data processing (IR, Raman, XAS...)☆239Updated 2 months ago
- baseline correction using adaptive iteratively reweighted Penalized Least Squares☆125Updated 4 months ago
- Gaussian processes and Bayesian optimization for images and hyperspectral data☆57Updated 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 4 months ago
- A peak-fitting tool based on MATLAB for spectroscopic data analysis.☆44Updated 10 months ago
- Here, we will upload our deep/machine learning models and 'workflows' (such as AtomNet, DefectNet, SymmetryNet, etc) that aid in automate…☆36Updated 4 years ago
- A Universal and Accurate Method for Easily Component identification in Raman Spectroscopy Based on Deep Learning☆32Updated 11 months ago
- Deep and Machine Learning for Microscopy☆212Updated 2 months ago
- Using deep learning approaches and convolutional neural networks (CNN) for spectroscopical data (deep chemometrics)☆75Updated 6 years ago
- Scripts and data for "Transfer Learning Based Raman Spectra Identification"☆24Updated 5 years ago
- Probability-density-based deep learning paradigm for the fuzzy design of functional metastructures. Research AAAS & NeurIPS ML4PS.☆21Updated 3 years ago
- Deep Learning models applied to the analysis of VIS-NIR spectral data☆131Updated last month
- Baseline correction, smoothing, processing and plotting of Raman spectra☆25Updated last year
- Deep and machine learning for atomic-scale and mesoscale data☆12Updated 2 months ago
- a novel calibration model named SpectraTr, based on the transformer structure is proposed and used for the qualitative analysis of drug s…☆23Updated 2 years ago
- SpectroChemPy is a framework for processing, analyzing and modeling spectroscopic data for chemistry with Python☆148Updated this week
- The ability to manipulate domains and domain walls underpins function in a range of next-generation applications of ferroelectrics. While…☆22Updated 2 years ago
- Component Identification with Raman Spectroscopy Made Easy☆15Updated 7 months ago
- Machine learning molecule graphs from atomic force microscopy images.☆12Updated 2 years ago
- Open Raman Processing Library☆44Updated last year
- Jupyter notebooks describing data analysis procedures for my published/submitted papers☆14Updated 4 years ago
- Spectroscopy with Deep Learning☆30Updated 7 years ago
- X-ray diffraction denoising using deep convolutional neural networks☆13Updated last year