ML-airport-configuration

The ML-airport-configuration software is developed to provide a reference implementation to serve as a research example how to train and register Machine Learning (ML) models intended for predicting airport configuration as a time series. The software is designed to point to databases which are not provided as part of the software release and thus this software is only intended to serve as an example of best practices. The software is built in python and leverages open-source libraries kedro, scikitlearn, MLFlow, and others. The software provides examples how to build three distinct pipelines for data query and save, data engineering, and data science. These pipelines enable scalable, repeatable, and maintainable development of ML models. (by nasa)
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ML-airport-configuration reviews and mentions

Posts with mentions or reviews of ML-airport-configuration. We have used some of these posts to build our list of alternatives and similar projects. The last one was on 2022-01-22.
  • Kedro – Creating reproducible, maintainable and modular data science code
    4 projects | news.ycombinator.com | 22 Jan 2022
    https://github.com/nasa/ML-airport-configuration

    Donation is the normal term for proejcts joining the foundation - in doing so you establish a steering committee where members are entitled to voting rights. To graduate as an incubation project, 5 organisations need to join your board and the project is thus the priorities of the project will no longer be driven by just one organisation.

    In the short term there is still a full time internal team staffed and maintaining the project, but excitingly we now have a mechanism for new collaborators to properly come onboard.

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Basic ML-airport-configuration repo stats
1
25
1.8
over 2 years ago

nasa/ML-airport-configuration is an open source project licensed under GNU General Public License v3.0 or later which is an OSI approved license.

The primary programming language of ML-airport-configuration is Python.

Popular Comparisons

  1. ML-airport-configuration VS plane-notify
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