https://github.com/datumbox/datumbox-framework-examples

Code examples on how to use the Datumbox Machine Learning Framework.
https://github.com/datumbox/datumbox-framework-examples

Last synced: about 1 year ago
JSON representation

Code examples on how to use the Datumbox Machine Learning Framework.

• Host: GitHub
• URL: https://github.com/datumbox/datumbox-framework-examples
• Owner: datumbox
• License: apache-2.0
• Created: 2015-05-02T12:29:17.000Z (about 11 years ago)
• Default Branch: develop
• Last Pushed: 2023-11-30T09:26:50.000Z (over 2 years ago)
• Last Synced: 2023-11-30T10:31:03.727Z (over 2 years ago)
• Language: Java
• Homepage: http://www.datumbox.com/
• Size: 604 KB
• Stars: 41
• Watchers: 12
• Forks: 26
• Open Issues: 0
• Metadata Files:
  • Readme: README.md
  • License: LICENSE

Awesome Lists containing this project

README

          
Code Examples for Datumbox Machine Learning Framework

=====================================================

[![Datumbox](http://www.datumbox.com/img/logo.png)](http://www.datumbox.com/)

This project provides examples on how to use the [Datumbox Machine Learning Framework](https://github.com/datumbox/datumbox-framework/) v0.8.3-SNAPSHOT (Build 20201014).

Copyright & License

-------------------

Copyright (c) 2013-2020 [Vasilis Vryniotis](http://blog.datumbox.com/author/bbriniotis/). 

The code is licensed under the [Apache License, Version 2.0](./LICENSE).

How to use

----------

The code uses Maven Project Structure and contains the following code examples:

- [Classification.java](./src/main/java/com/datumbox/examples/Classification.java): Contains an example on how to perform Classification.

- [Clustering.java](./src/main/java/com/datumbox/examples/Clustering.java): It is an example that runs Cluster Analysis.

- [Regression.java](./src/main/java/com/datumbox/examples/Regression.java): Shows how to run Regression Analysis.

- [DataModeling.java](./src/main/java/com/datumbox/examples/DataModeling.java): Explains how to use the convenience Modeler class.

- [TextClassification.java](./src/main/java/com/datumbox/examples/TextClassification.java): Uses the convenience TextClassifier class.

All of the above files contain a main() method. To use it just clone the project on your workspace and run any of the above files.

The project contains also 5 configuration files in the resources folder:

- [datumbox.configuration.properties](./src/main/resources/datumbox.configuration.properties): It defines for the default storage engine (required).

- [datumbox.concurrencyconfiguration.properties](./src/main/resources/datumbox.concurrencyconfiguration.properties): It controls the concurrency levels (required).

- [datumbox.inmemoryconfiguration.properties](./src/main/resources/datumbox.inmemoryconfiguration.properties): It contains the configurations for the InMemory storage engine (required).

- [datumbox.mapdbconfiguration.properties](./src/main/resources/datumbox.mapdbconfiguration.properties): It contains the configurations for the MapDB storage engine (optional).

- [logback.xml](./src/main/resources/logback.xml): It contains the configuration file for the logger (optional).

Finally in the resources folder there are several [real world datasets](./src/main/resources/datasets/) which are used for testing.

Useful Links

------------

- [Datumbox Machine Learning Framework](https://github.com/datumbox/datumbox-framework/)

- [Datumbox Zoo: Pre-trained models](https://github.com/datumbox/datumbox-framework-zoo/)

- [Datumbox.com](http://www.datumbox.com/)

- [Machine Learning Blog](http://blog.datumbox.com/)