csho33 / bacteria-IDLinks
Source code and demos for "Rapid identification of pathogenic bacteria using Raman spectroscopy and deep learning"
☆105Updated 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☆95Updated last year
- Deep-Learning-Based Components Identification for Raman Spectroscopy☆48Updated 5 years ago
- Deep CNN for Raman Applications☆50Updated 7 years ago
- baseline correction using adaptive iteratively reweighted Penalized Least Squares☆126Updated 6 months ago
- A Universal and Accurate Method for Easily Component identification in Raman Spectroscopy Based on Deep Learning☆33Updated 2 weeks ago
- Deep Convolutional Neural Networks for Raman Spectrum Recognition. (RRUFF dataset)☆36Updated 5 years ago
- Python package that provides a full range of functionality to process and analyze vibrational spectra (Raman, SERS, FTIR, etc.).☆68Updated last year
- RamanSPy: An open-source Python package for integrative Raman spectroscopy data analysis☆148Updated last week
- X-ray diffraction denoising using deep convolutional neural networks☆14Updated last year
- Deep Learning models applied to the analysis of VIS-NIR spectral data☆135Updated this week
- Deep and Machine Learning for Microscopy☆215Updated 4 months ago
- ☆13Updated 2 years ago
- Python software for spectral data processing (IR, Raman, XAS...)☆246Updated 5 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
- 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
- A peak-fitting tool based on MATLAB for spectroscopic data analysis.☆44Updated last year
- Generator useful to handle Raman spectra data augmentation for deep learning models☆27Updated 2 years ago
- a novel calibration model named SpectraTr, based on the transformer structure is proposed and used for the qualitative analysis of drug s…☆24Updated 3 years ago
- Gaussian processes and Bayesian optimization for images and hyperspectral data☆57Updated last year
- Scripts and data for "Transfer Learning Based Raman Spectra Identification"☆24Updated 5 years ago
- The ability to manipulate domains and domain walls underpins function in a range of next-generation applications of ferroelectrics. While…☆22Updated 2 years ago
- Deep and machine learning for atomic-scale and mesoscale data☆12Updated 4 months ago
- Baseline correction, smoothing, processing and plotting of Raman spectra☆25Updated last year
- Transfer via Extreme learning machine Auto-encoder Method (TEAM)☆20Updated 3 years ago
- TEM-ImageNet☆30Updated 5 years ago
- Visualization of electron microscopy datasets with deep learning☆25Updated 5 years ago
- Spectroscopy with Deep Learning☆31Updated 7 years ago
- A Python library of algorithms for the baseline correction of experimental data.☆156Updated this week
- Deep Learning the Chemistry of Materials From Only Elemental Composition for Enhancing Materials Property Prediction☆98Updated 2 years ago
- Using deep learning approaches and convolutional neural networks (CNN) for spectroscopical data (deep chemometrics)☆75Updated 6 years ago