SaashaJoshi / raman-spetroscopy-chemical-detection
Deep Convolutional Neural Networks for Raman Spectrum Recognition. (RRUFF dataset)
☆31Updated 4 years ago
Alternatives and similar repositories for raman-spetroscopy-chemical-detection:
Users that are interested in raman-spetroscopy-chemical-detection are comparing it to the libraries listed below
- Deep CNN for Raman Applications☆47Updated 7 years ago
- Deep-Learning-Based Components Identification for Raman Spectroscopy☆43Updated 5 years ago
- Python package that provides a full range of functionality to process and analyze vibrational spectra (Raman, SERS, FTIR, etc.).☆63Updated 6 months ago
- Baseline correction, smoothing, processing and plotting of Raman spectra☆24Updated 10 months ago
- Especially useful for preprocessing of datasets like Raman spectra, infrared spectra, UV/Vis spectra, but also HPLC data and many other t…☆16Updated 2 weeks ago
- Component Identification with Raman Spectroscopy Made Easy☆14Updated 2 months ago
- DeepeR: deep learning enabled Raman spectroscopy☆82Updated last year
- Repository containing code for analysis of Raman and IR spectra datasets☆26Updated 4 years ago
- Python code to identify and calculate decomposition of materials using Raman spectroscopy☆24Updated 4 years ago
- Python software for spectral data processing (IR, Raman, XAS...)☆228Updated 4 months ago
- Source code and demos for "Rapid identification of pathogenic bacteria using Raman spectroscopy and deep learning"☆98Updated 5 years ago
- A Universal and Accurate Method for Easily Component identification in Raman Spectroscopy Based on Deep Learning☆29Updated 6 months ago
- Python-code to analyse Raman spectroscopy☆13Updated 5 years ago
- The purpose of this repository is to use Transfer Learning in order to classify patients affected by Amyotrophic Lateral Sclerosis using …☆12Updated 4 years ago
- SpectroChemPy is a framework for processing, analyzing and modeling spectroscopic data for chemistry with Python☆138Updated this week
- Generator useful to handle Raman spectra data augmentation for deep learning models☆24Updated last year
- Deconvolution of Raman spectra☆32Updated last year
- RamanSPy: An open-source Python package for integrative Raman spectroscopy data analysis☆100Updated last month
- Scripts and data for "Transfer Learning Based Raman Spectra Identification"☆21Updated 5 years ago
- PyTorch implementation of deep learning for Raman spectrum recognition: CNN, LSTM, Transformer, GNN and contrastive learning☆44Updated last month
- Implementation of the Data-Driven SIMCA method for MATLAB☆10Updated 3 years ago
- Patch-based Convlutional Encoder for vibrational spectrum recognition☆11Updated 5 months ago
- baseline correction using adaptive iteratively reweighted Penalized Least Squares☆119Updated last year
- Spectroscopy with Deep Learning☆29Updated 6 years ago
- Deep Learning models applied to the analysis of VIS-NIR spectral data☆117Updated 4 months ago
- Machine learning software for rapid analysis of scientific spectra.☆50Updated last week
- Master's disseration source code to find peaks of Raman Spectroscopy of CZTS and fit Lorentzians to decompose the structure.☆36Updated 4 months ago
- a novel calibration model named SpectraTr, based on the transformer structure is proposed and used for the qualitative analysis of drug s…☆21Updated 2 years ago
- A Python library of algorithms for the baseline correction of experimental data.☆128Updated this week
- Blind Source Separation - Partial Least Squares Regression framework for spectroscopy mixture data, such as Raman and FTIR. The BSS code …☆10Updated 3 years ago