Skip to main content

A set of python modules for multiview learning

Project description

PyPI - Python Version Build Status CircleCI codecov PyPI version Conda Version License arXiv shield

mvlearn is an open-source Python software package for multiview learning tools.

mvlearn aims to serve as a community-driven open-source software package that offers reference implementations for algorithms and methods related to multiview learning (machine learning in settings where there are multiple incommensurate views or feature sets for each sample). It brings together the most widely-used tools in this setting with a standardized scikit-learn like API, well tested code and high-quality documentation. Doing so, we aim to facilitate application, extension, and comparison of methods, and offer a foundation for research into new multiview algorithms. We welcome new contributors and the addition of methods with proven efficacy and current use.

Download files

Download the file for your platform. If you're not sure which to choose, learn more about installing packages.

Files for mvlearn, version 0.4.1
Filename, size File type Python version Upload date Hashes
Filename, size mvlearn-0.4.1-py3-none-any.whl (2.1 MB) File type Wheel Python version py3 Upload date Hashes View
Filename, size mvlearn-0.4.1.tar.gz (2.0 MB) File type Source Python version None Upload date Hashes View

Supported by

AWS AWS Cloud computing Datadog Datadog Monitoring DigiCert DigiCert EV certificate Facebook / Instagram Facebook / Instagram PSF Sponsor Fastly Fastly CDN Google Google Object Storage and Download Analytics Pingdom Pingdom Monitoring Salesforce Salesforce PSF Sponsor Sentry Sentry Error logging StatusPage StatusPage Status page