Data Modeler

Using machine learning, create generative models based on your data alone. Applications span from imputation to prediction.

Installation

Add this line to your application's Gemfile:

gem 'data_modeler'

And then execute:

$ bundle

Or install it yourself as:

$ gem install data_modeler

Usage

Check spec folder for usage examples. I will update this section once the full framework is put up.

Development

After checking out the repo, run bin/setup to install dependencies. Then, run rake spec to run the tests. You can also run bin/console for an interactive prompt that will allow you to experiment.
To install this gem onto your local machine, run bundle exec rake install.

Contributing

Bug reports and pull requests are welcome on GitHub at https://github.com/giuse/data_modeler.

License

The gem is available as open source under the terms of the MIT License.

Notes

This build specifically leverages time series. Further work on data preparation will be released as a separate project.