zmzhang / TEAMLinks
Transfer via Extreme learning machine Auto-encoder Method (TEAM)
☆20Updated 3 years ago
Alternatives and similar repositories for TEAM
Users that are interested in TEAM are comparing it to the libraries listed below
Sorting:
- ☆13Updated 4 years ago
- Code for paper Extended Multiplicative Signal Augmentation: An alternative to pre-processing of infrared spectra☆14Updated 5 years ago
- A fast and efficient spectra standardization algorithm.☆11Updated 6 years ago
- Locally-Weighted Partial Least Squares (LWPLS)☆22Updated 6 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
- Python implementation of domain-invariant partial least squares regression (di-PLS)☆22Updated 8 months ago
- Methods of peak detection for analytical instruments☆56Updated 4 years ago
- python toolkit for calibration of near infrared ( NIR) spectra☆18Updated last year
- Collection of Feature Selection Methods for Near-Infrared Spectroscopy☆20Updated 3 years ago
- Sample selection using Kennard-Stone algorighm☆11Updated 6 years ago
- Using deep learning approaches and convolutional neural networks (CNN) for spectroscopical data (deep chemometrics)☆75Updated 7 years ago
- IJCNN 2015 Hierarchical extreme learning machine for unsupervised representation learning☆26Updated 6 years ago
- FeatureSelect☆23Updated 6 years ago
- Deep-Learning-Based Components Identification for Raman Spectroscopy☆49Updated 6 years ago
- Partial Least Squares implementation in Python☆28Updated last year
- PyTorch implementation of deep learning for Raman spectrum recognition: CNN, LSTM, Transformer, GNN and contrastive learning☆59Updated 11 months ago
- pyChemometrics - Objects for multivariate analysis of chemometric and metabonomic datasets☆41Updated 9 months ago
- Source code and demos for "Rapid identification of pathogenic bacteria using Raman spectroscopy and deep learning"☆106Updated 6 years ago
- Scripts and data for "Transfer Learning Based Raman Spectra Identification"☆23Updated 6 years ago
- Deep Learning models applied to the analysis of VIS-NIR spectral data☆140Updated last month
- The code for Principal Component Analysis (PCA), dual PCA, Kernel PCA, Supervised PCA (SPCA), dual SPCA, and Kernel SPCA☆28Updated 2 years ago
- spectrai: a deep learning framework for spectral data☆72Updated 2 years ago
- Feature Selection by Optimized LASSO algorithm☆17Updated 8 years ago
- Repository for 'Interpretable embeddings from molecular simulations using gaussian mixture variational autoencoders'☆20Updated 6 years ago
- Implementation of PLS-DA and OPLS-DA for high dimensional data, like MS in metabolomics.☆37Updated 6 months ago
- Open source data set for quantitative and qualitative analysis of near-infrared spectroscopy☆47Updated 3 years ago
- baseline correction using adaptive iteratively reweighted Penalized Least Squares☆131Updated 8 months ago
- 连续投影算法Successive Projections Algorithm (SPA)☆25Updated 4 years ago
- An semi-supervised extension based on VAE for Regression, demonstrate its performance on two soft sensor benchmark problems.☆24Updated 2 years ago
- Deep-Learning-Based Multivariate Curve Resolution☆14Updated 4 years ago