csho33 / bacteria-IDLinks
Source code and demos for "Rapid identification of pathogenic bacteria using Raman spectroscopy and deep learning"
☆106Updated 6 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☆100Updated 2 years ago
- Deep-Learning-Based Components Identification for Raman Spectroscopy☆49Updated 5 years ago
- Generator useful to handle Raman spectra data augmentation for deep learning models☆27Updated 2 years ago
- Deep CNN for Raman Applications☆50Updated 7 years ago
- A Universal and Accurate Method for Easily Component identification in Raman Spectroscopy Based on Deep Learning☆33Updated last month
- RamanSPy: An open-source Python package for integrative Raman spectroscopy data analysis☆156Updated last month
- baseline correction using adaptive iteratively reweighted Penalized Least Squares☆128Updated 8 months ago
- Python package that provides a full range of functionality to process and analyze vibrational spectra (Raman, SERS, FTIR, etc.).☆70Updated last year
- Deep Convolutional Neural Networks for Raman Spectrum Recognition. (RRUFF dataset)☆35Updated 5 years ago
- Especially useful for preprocessing of datasets like Raman spectra, infrared spectra, UV/Vis spectra, but also HPLC data and many other t…☆19Updated 8 months ago
- Using deep learning approaches and convolutional neural networks (CNN) for spectroscopical data (deep chemometrics)☆75Updated 7 years 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
- Baseline correction, smoothing, processing and plotting of Raman spectra☆25Updated last year
- a novel calibration model named SpectraTr, based on the transformer structure is proposed and used for the qualitative analysis of drug s…☆25Updated 3 years ago
- Implementation of PLS-DA and OPLS-DA for high dimensional data, like MS in metabolomics.☆37Updated 6 months ago
- Python software for spectral data processing (IR, Raman, XAS...)☆247Updated 6 months ago
- Component Identification with Raman Spectroscopy Made Easy☆18Updated 11 months ago
- Deep and Machine Learning for Microscopy☆218Updated 6 months ago
- ☆14Updated 3 years ago
- Gaussian processes and Bayesian optimization for images and hyperspectral data☆57Updated 2 years ago
- Open Raman Processing Library☆47Updated 2 weeks ago
- pyChemometrics - Objects for multivariate analysis of chemometric and metabonomic datasets☆41Updated 8 months ago
- Deep Learning Analysis of Defect and Phase Evolution During Electron Beam Induced Transformations in WS2☆14Updated 7 years ago
- A peak-fitting tool based on MATLAB for spectroscopic data analysis.☆44Updated last year
- TEM-ImageNet☆33Updated 5 years ago
- X-ray diffraction denoising using deep convolutional neural networks☆14Updated last year
- DOSY processing☆10Updated 3 years ago
- Snippets and data from the blog of Nirpy Research☆98Updated last year
- Noise learning for Raman microscopy☆13Updated 2 years ago
- an automatic plot digitizer for spectroscopy images (i.e. XANES and Raman)☆42Updated 3 years ago