https://github.com/bigmlcom/gen-data

A tiny project for generating synthetic data
https://github.com/bigmlcom/gen-data

Last synced: 9 months ago
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A tiny project for generating synthetic data

• Host: GitHub
• URL: https://github.com/bigmlcom/gen-data
• Owner: bigmlcom
• License: other
• Created: 2016-01-29T19:44:13.000Z (almost 10 years ago)
• Default Branch: master
• Last Pushed: 2016-02-05T01:23:46.000Z (almost 10 years ago)
• Last Synced: 2024-04-16T10:58:59.997Z (over 1 year ago)
• Language: Clojure
• Size: 9.77 KB
• Stars: 1
• Watchers: 11
• Forks: 0
• Open Issues: 0
• Metadata Files:
  • Readme: README.md
  • License: LICENSE

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README

          
# gen-data

A tiny project to generate synthetic data.  Each class will be

representd by a randomly projected and translated gaussian.  Example

usage:

```console

lein run --output foo.csv --classes 100 --fields 20 --rows 10000 --seed foo

```

# Parameters

The possible parameters for a `lein run` task are:

  - *--output* : The output file.

  - *--classes* : The number of classes (with associated clusters) in the data.

  - *--fields* : The number of numeric fields the data.

  - *--hidden* : The number of hidden fields. The hidden fields are

                 part of the cluster projections, but not visible in

                 the final data.

  - *--rows* : The number of rows.

  - *--seed* : A seed for random number generator.