https://github.com/flipkart-incubator/spark-transformers

Spark-Transformers: Library for exporting Apache Spark MLLIB models to use them in any Java application with no other dependencies.
https://github.com/flipkart-incubator/spark-transformers

apache-spark data-pipelines export java machine-learning machine-learning-algorithms machine-learning-library mllib scala spark transformers

Last synced: 3 days ago
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Spark-Transformers: Library for exporting Apache Spark MLLIB models to use them in any Java application with no other dependencies.

• Host: GitHub
• URL: https://github.com/flipkart-incubator/spark-transformers
• Owner: flipkart-incubator
• License: apache-2.0
• Created: 2016-03-28T12:06:56.000Z (over 8 years ago)
• Default Branch: master
• Last Pushed: 2017-12-15T12:19:38.000Z (almost 7 years ago)
• Last Synced: 2024-09-19T08:15:00.524Z (8 days ago)
• Topics: apache-spark, data-pipelines, export, java, machine-learning, machine-learning-algorithms, machine-learning-library, mllib, scala, spark, transformers
• Language: Java
• Homepage:
• Size: 609 KB
• Stars: 40
• Watchers: 17
• Forks: 29
• Open Issues: 7
• Metadata Files:
  • Readme: README.md
  • License: LICENSE

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README

        


## Spark-Transformers: Library for exporting spark models in Java ecosystem.

[![][travis img]][travis]

[![][maven img]][maven]

[![][license img]][license]

## Full Documentation

See the [Wiki](https://github.com/flipkart-incubator/spark-transformers/wiki) for full documentation, examples, operational details and other information.

## Communication

- Google Group: [ml-platform](mailto:[email protected])

- [GitHub Issues](https://github.com/flipkart-incubator/spark-transformers/issues)

## What does it do?

* Provide a way to export Spark models/transformations into a custom format which can be imported back into a java object.

* Provide a way to do model predictions in java ecosystem.

## Tech Talk on spark transformers

[Presentation link](https://docs.google.com/presentation/d/1tfcV0jnoTWhFonY_dzrBO1Qk5ar-jY5yoqWcRQQe6v4/edit?usp=sharing)

## Bugs and Feedback

For bugs, questions and discussions please use the [Github Issues](https://github.com/flipkart-incubator/spark-transformers/issues).

 

## LICENSE

Spark-Transformers is licensed under : The Apache Software License, Version 2.0. Here is a copy of the license (http://www.apache.org/licenses/LICENSE-2.0.txt)

[maven]:http://search.maven.org/#search%7Cga%7C1%7Ccom.flipkart.fdp.ml

[maven img]:https://img.shields.io/maven-central/v/com.flipkart.fdp.ml/spark-transformers.svg

[travis]:https://travis-ci.org/flipkart-incubator/spark-transformers

[travis img]:https://img.shields.io/travis/flipkart-incubator/spark-transformers.svg

[release]:https://github.com/flipkart-incubator/spark-transformers/releases

[release img]:https://img.shields.io/badge/release-0.1-green.svg

[license]:http://www.apache.org/licenses/LICENSE-2.0.txt

[license img]:https://img.shields.io/badge/License-Apache%202-blue.svg