zshicode / Raman-Spectra-Deep-LearningLinks
PyTorch implementation of deep learning for Raman spectrum recognition: CNN, LSTM, Transformer, GNN and contrastive learning
☆57Updated 10 months ago
Alternatives and similar repositories for Raman-Spectra-Deep-Learning
Users that are interested in Raman-Spectra-Deep-Learning are comparing it to the libraries listed below
Sorting:
- Scripts and data for "Transfer Learning Based Raman Spectra Identification"☆23Updated 6 years ago
- Source code and demos for "Rapid identification of pathogenic bacteria using Raman spectroscopy and deep learning"☆106Updated 6 years ago
- Transfer via Extreme learning machine Auto-encoder Method (TEAM)☆20Updated 3 years ago
- 常用降维算法的复现和比较，包括LDA, PCA, KPCA, MDS, Isomap, LLE。☆22Updated 3 years ago
- Digital signal analysis library for python. The library includes such methods of the signal analysis, signal processing and signal parame…☆141Updated 2 years ago
- This code is a near-infrared spectrum modeling method based on PCA and pls☆34Updated 4 years ago
- Qualitative analysis of near infrared spectroscopy based some simple 1-d cnn networks☆38Updated 3 years ago
- Deep-Learning-Based Components Identification for Raman Spectroscopy☆49Updated 5 years ago
- Feature Selection and Extraction☆19Updated 10 years ago
- Github repo for the research paper titled "Integrating Adaptive Moving Window and Just-in-Time Learning Paradigms for Soft-Sensor Design"☆20Updated 5 years ago
- This toolbox offers 8 machine learning methods including KNN, SVM, DA, DT, and etc., which are simpler and easy to implement.☆23Updated 4 years ago
- baseline correction using adaptive iteratively reweighted Penalized Least Squares☆128Updated 7 months ago
- Sample selection using Kennard-Stone algorighm☆11Updated 6 years ago
- DeepeR: deep learning enabled Raman spectroscopy☆99Updated 2 years ago
- Python implementation of domain-invariant partial least squares regression (di-PLS)☆21Updated 7 months ago
- A Universal and Accurate Method for Easily Component identification in Raman Spectroscopy Based on Deep Learning☆33Updated last month
- variational mode decomposition and its variants☆67Updated 5 years ago
- ☆13Updated 4 years ago
- Kolmogorov-Arnold Networks in MATLAB☆54Updated 5 months ago
- To accurately predict the regional spread of COVID-19 infection, this study proposes a novel hybrid model which combines a Long short-ter…☆16Updated 5 years ago
- Raman spectral classification base on PyQt5☆26Updated 5 years ago
- 连续投影算法Successive Projections Algorithm (SPA)☆25Updated 4 years ago
- Chemical Process Fault Detection Using Long Short-Term Memory Recurrent Neural Network.☆35Updated last year
- Deep Learning in Quantitative Finance: Transformer Networks for Time Series Prediction☆59Updated last year
- Signal prediction by using LSSVM with PSO and PSR☆24Updated 7 years ago
- 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
- Example of NIR spectrogram processing for regression using Python☆24Updated 7 years ago
- Data driven fault detection in chemical processes: Application to Tennessee Eastman Plant☆33Updated 5 years ago
- 一种有效的电力负荷预测方法☆64Updated 6 years ago
- Demo files for a Japanese web seminar "Prediction and Classification of time series data with LSTM"☆13Updated 2 years ago