Metadata-Version: 2.1
Name: scotplus
Version: 1.0.0
Summary: SCOT+ aligns unpaired single-cell multi-omic datasets via optimal transport.
Home-page: https://github.com/scotplus/book_source
Author: Colin Baker
Author-email: colin_baker@brown.edu
Classifier: Development Status :: 4 - Beta
Classifier: Intended Audience :: Science/Research
Classifier: Operating System :: POSIX :: Linux
Classifier: Programming Language :: Python :: 3.9
Classifier: Natural Language :: English
License-File: LICENSE
Requires-Dist: numpy
Requires-Dist: POT
Requires-Dist: torch
Requires-Dist: scanpy
Requires-Dist: scikit-learn
Requires-Dist: matplotlib
Requires-Dist: umap-learn
Requires-Dist: scipy
Requires-Dist: seaborn
Requires-Dist: pandas

SCOT+ is a compilation of optimal transport tools for application to multi-omic datasets, culminating in a formulation that takes into account local geometry and feature correspondence when aligning data. Visit our website for in-depth tutorials on what exactly this looks like.
