Code for paper Extended Multiplicative Signal Augmentation: An alternative to pre-processing of infrared spectra
☆14Jan 15, 2021Updated 5 years ago
Alternatives and similar repositories for EMSA
Users that are interested in EMSA are comparing it to the libraries listed below
Sorting:
- This is an algorithm for evenly partitioning.☆12Aug 28, 2025Updated 6 months ago
- Qualitative analysis of near infrared spectroscopy based some simple 1-d cnn networks☆40Jun 2, 2022Updated 3 years ago
- Python library for chemometric data analysis☆36Oct 16, 2022Updated 3 years ago
- Using deep learning approaches and convolutional neural networks (CNN) for spectroscopical data (deep chemometrics)☆75Dec 10, 2018Updated 7 years ago
- A Python toolkit for dimensionality reduction quality assessment☆19Oct 23, 2022Updated 3 years ago
- Common preprocessing such as sg, msc, SNV, first-order derivative, second-order derivative, etc.☆107Nov 17, 2022Updated 3 years ago
- Semi-automated preprocessing of NIRS data☆99Mar 4, 2023Updated 3 years ago
- ☆39Mar 18, 2022Updated 4 years ago
- Deep Learning models applied to the analysis of VIS-NIR spectral data☆144Dec 10, 2025Updated 3 months ago
- Implementation of Wasserstein Generative Adversarial Networks using Tensorflow☆12Jul 25, 2018Updated 7 years ago
- A fast and efficient spectra standardization algorithm.☆11May 2, 2019Updated 6 years ago
- Brent's code for FTIR deconvolution☆12Dec 17, 2020Updated 5 years ago
- Chemometric analysis methods implemented in python☆14Jul 13, 2025Updated 8 months ago
- Python package for reading Bruker OPUS files.☆65Sep 14, 2023Updated 2 years ago
- Implementation of the Data-Driven SIMCA method for MATLAB☆10Mar 30, 2021Updated 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…☆25Nov 17, 2022Updated 3 years ago
- ☆66Feb 18, 2026Updated last month
- Data and codes for 1D_CNN_For_Mineral_Classification☆19Jul 13, 2021Updated 4 years ago
- Snippets and data from the blog of Nirpy Research☆100Jan 17, 2026Updated 2 months ago
- ☆13Oct 12, 2021Updated 4 years ago
- A Numpy Implementation of Extreme Learning Machine (ELM)☆36May 23, 2019Updated 6 years ago
- LSTM铁矿石价格预测☆10Jun 3, 2020Updated 5 years ago
- ☆14Dec 1, 2022Updated 3 years ago
- ☆16Nov 21, 2022Updated 3 years ago
- This repository provides a Python3 Library with implementations of the Least-Squares Support Vector Machine (LS-SVM) machine learning mo…☆41Updated this week
- GAN-BASED DATA AUGMENTATION for RAMAN SPECTRA☆11Jul 11, 2025Updated 8 months ago
- Python package that provides a full range of functionality to process and analyze vibrational spectra (Raman, SERS, FTIR, etc.).☆74Sep 25, 2024Updated last year
- Component Identification with Raman Spectroscopy Made Easy☆19Jan 16, 2025Updated last year
- The purpose of this repository is to use Transfer Learning in order to classify patients affected by Amyotrophic Lateral Sclerosis using …☆13Mar 10, 2021Updated 5 years ago
- Classical Least Squares method implementation with Python. Application example on Quantitative Spectral Analysis: Calculating spectral si…☆15May 6, 2020Updated 5 years ago
- Audio MNIST Classification using 1D-CNN, 2D-CNN, GAN+2D-CNN, CVN+RandomForest, and LSTMs.☆14Dec 7, 2021Updated 4 years ago
- Soil Sample and Soil Profile Datasets: an Open Compilation☆23Jun 18, 2025Updated 9 months ago
- Keras-1D-ACGAN-Data-Augmentation☆14May 11, 2021Updated 4 years ago
- Official implementation for paper "Raman spectra matching with contrastive representation learning"☆19Nov 22, 2022Updated 3 years ago
- Smart Stirrer☆11Aug 17, 2020Updated 5 years ago
- Transfer via Extreme learning machine Auto-encoder Method (TEAM)☆20Sep 9, 2022Updated 3 years ago
- Python implementation of domain-invariant partial least squares regression (di-PLS)☆23May 8, 2025Updated 10 months ago
- Creating tabular GAN on credit card dataset☆20Apr 29, 2020Updated 5 years ago
- A Python 3 implementation of orthogonal projection to latent structures☆65Feb 22, 2024Updated 2 years ago