Skip to main content

Data Flow Facilitator for Machine Learning

Project description

Data Flow Facilitator for Machine Learning (dffml)

Actions Status Gitpod Ready-to-Code codecov CII Gitter chat PyPI version

Mission Statement

DFFML aims to be the easiest and most convenient way to use Machine Learning.

  • Its a machine learning distribution. Providing you access to a set of popular machine learning libraries guaranteed to work together.

  • Its a AI/ML Python library, command line application, and HTTP service.

  • You give it your data and tell it what kind of model you want to train. It creates a model for you.

  • If you want finer grained control over the model, you can easily do so by implementing your own model plugin.

  • We make it easy to use and deploy your models.

  • We provide a directed graph concurrent execution environment with managed locking which we call DataFlows.

  • DataFlows make it easy to generate datasets or modify existing datasets for rapid iteration on feature engineering.

Documentation

Documentation for the latest release is hosted at https://intel.github.io/dffml/

Documentation for the master branch is hosted at https://intel.github.io/dffml/master/index.html

Contributing

The contributing page will guide you through getting setup and contributing to DFFML.

Help

License

DFFML is distributed under the MIT License.

Legal

This software is subject to the U.S. Export Administration Regulations and other U.S. law, and may not be exported or re-exported to certain countries (Cuba, Iran, Crimea Region of Ukraine, North Korea, Sudan, and Syria) or to persons or entities prohibited from receiving U.S. exports (including Denied Parties, Specially Designated Nationals, and entities on the Bureau of Export Administration Entity List or involved with missile technology or nuclear, chemical or biological weapons).

Project details


Download files

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

Files for dffml, version 0.4.0.post0
Filename, size File type Python version Upload date Hashes
Filename, size dffml-0.4.0.post0-py3-none-any.whl (255.8 kB) File type Wheel Python version py3 Upload date Hashes View
Filename, size dffml-0.4.0.post0.tar.gz (196.7 kB) 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 Microsoft Microsoft PSF Sponsor Pingdom Pingdom Monitoring Salesforce Salesforce PSF Sponsor Sentry Sentry Error logging StatusPage StatusPage Status page