Description
This Python module can be used for generating sample data for machine learning testing. To use, updates your features and create your model. See the sample files for example:
- features/features.json
- weather_model.py
- GenerateWeather.py
The features.json file is used to generate the columns in the data file. You can generate columns with string, float, and datetime types currently. In order to create the Y-labels for each role, you will need to supply your own model definition which implements the IModel abstract class.
To install:
sudo python setup.py install
To run:
python GenerateWeather.py
Output:
Output can be found in the output directory "/output"
**NOTE: label column has been moved to the last column