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 4 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
- Partial Least Squares implementation in Python☆28Updated last year
- Methods of peak detection for analytical instruments☆57Updated 4 years ago
- A fast and efficient spectra standardization algorithm.☆11Updated 6 years ago
- Python implementation of domain-invariant partial least squares regression (di-PLS)☆21Updated 6 months ago
- Deep Learning models applied to the analysis of VIS-NIR spectral data☆135Updated this week
- Using deep learning approaches and convolutional neural networks (CNN) for spectroscopical data (deep chemometrics)☆75Updated 6 years ago
- Collection of Feature Selection Methods for Near-Infrared Spectroscopy☆19Updated 3 years ago
- Deep-Learning-Based Components Identification for Raman Spectroscopy☆48Updated 5 years ago
- Locally-Weighted Partial Least Squares (LWPLS)☆22Updated 6 years ago
- IJCNN 2015 Hierarchical extreme learning machine for unsupervised representation learning☆26Updated 6 years ago
- Source code and demos for "Rapid identification of pathogenic bacteria using Raman spectroscopy and deep learning"☆105Updated 6 years ago
- Scripts and data for "Transfer Learning Based Raman Spectra Identification"☆24Updated 5 years ago
- Open source data set for quantitative and qualitative analysis of near-infrared spectroscopy☆46Updated 3 years ago
- 连续投影算法Successive Projections Algorithm (SPA)☆25Updated 4 years ago
- pyChemometrics - Objects for multivariate analysis of chemometric and metabonomic datasets☆41Updated 7 months ago
- python toolkit for calibration of near infrared ( NIR) spectra☆17Updated 10 months ago
- FeatureSelect☆23Updated 6 years ago
- Snippets and data from the blog of Nirpy Research☆97Updated last year
- baseline correction using adaptive iteratively reweighted Penalized Least Squares☆126Updated 6 months ago
- Sample selection using Kennard-Stone algorighm☆11Updated 6 years ago
- Generator useful to handle Raman spectra data augmentation for deep learning models☆27Updated 2 years ago
- DeepeR: deep learning enabled Raman spectroscopy☆95Updated last year
- A Universal and Accurate Method for Easily Component identification in Raman Spectroscopy Based on Deep Learning☆33Updated 2 weeks ago
- Component Identification with Raman Spectroscopy Made Easy☆16Updated 10 months ago
- spectrai: a deep learning framework for spectral data☆71Updated 2 years ago
- Deep-Learning-Based Multivariate Curve Resolution☆14Updated 4 years ago
- SMOGN: a Pre-processing Approach for Imbalanced Regression - LIDTA2017☆26Updated 8 years ago