AutoML: BigML Automated Machine Learning
The script will execute, from a given set of train/validation/test datasets, the three main stages in an Automated Machine Learning pipeline: Feature Generation, Feature Selection and Model Selection. The library contains some lower-level functions to abstract away the complexity from the main script.
How to install
make compile PKG=automl
That will create all necessary library and script resources for you,
and clean up any previous installations. Please, make sure to execute
make command above in the repository's top level directory,
not in automl.
make is not available in your system, you can install the library
and the script simply with this command (again, at the repository's
bigmler whizzml --package-dir=automl
See also the top-level readme for general information on installing packages in this repository.
How to execute
To create a new execution of the AutoML, please read the script readme.