There are 3 repositories under harmonization topic.
Official pytorch implementation of the paper: "SinGAN: Learning a Generative Model from a Single Natural Image"
Official Pytorch implementation of the preprint paper "Castle in the Sky: Dynamic Sky Replacement and Harmonization in Videos", in arXiv:2010.11800.
PyTorch implementation of "Improved Techniques for Training Single-Image GANs" (WACV-21)
Normalize MR image intensities in Python
Harmonization of multi-site imaging data with ComBat (Python)
Official pytorch implementation of the paper: "SinDDM: A Single Image Denoising Diffusion Model"
A standardized browser-based spreadsheet editor and validator that can be run offline and locally, and which includes templates for SARS-CoV-2 and Monkeypox sampling data. This project, created by the Centre for Infectious Disease Genomics and One Health (CIDGOH), at Simon Fraser University, is now an open-source collaboration with contributions from the National Microbiome Data Collaborative (NMDC), the LinkML development team, and others.
:capital_abcd: Code and specifications to support harmonized data models
The Harmony Python library: a research tool for psychologists to harmonise data and questionnaire items. Open source.
Collection template and associated materials for SARS-CoV-2 metadata
A package to manage and compile functional trait data into predefined templates
Correct drone, aerial and satellite imagery to surface reflectance.
This is the official site of HACA3 harmonization algorithm.
Ensemble Learning for Harmonization and Annotation of Single Cells (ELeFHAnt) provides an easy to use R package for users to annotate clusters of single cells, harmonize labels across single cell datasets to generate a unified atlas and infer relationship among celltypes between two datasets. It uses an ensemble of three machine learning classifiers 1) RF 2) SVM and 3) LR
Implementation of Combat harmonization method with scikit-learn compatible format
Easy to use online music scale and chords generator, multiple scales and modes included, scale finder, and visualization on guitar and keyboard.
This is the repository for the Global Labor Database (GLD). It aims to contain all necessary information to understand what the GLD is and how it functions. It does not, however, contain any microdata. For any questions please contact the Focal Point (gld@worldbank.org).
RasterSmith is a package to preprocess different NASA Earth observing satellite data products into common resolution, spatial reference, and format for easy analysis and processing across sensors.
Generate accompaniment part with chords using Evolutionary algorithm.
A data specification for harmonizing One Health AMR pathogen genomics contextual data. The specification provides standardized (ontology-based) fields and terms which are implemented via a spreadsheet collection template, supported by field and reference guides as well as different curation and new term request SOPs.
An R :package: that standardizes organizational names
The ComBat algorithm for a learning framework (scikit-learn compatible)
Official website for HarmonizedMRI—a platform dedicated to sharing MRI harmonization projects and resources.
Reimplementing the paper "SinGAN: Learning a Generative Model from a Single Natural Image"
Code to run the data harmonization app and support cross-site analysis
REST service that converts LOINC codes and UCUM units to a standardized representation
Streamline interactive batch effect diagnostics, harmonization, and post-harmonization downstream analysis to greatly simplify the data harmonization process and improve transparency and reproducibility.