Command Index

Command	Description
silas gen-metadata-settings	Generate meta-data settings, e.g., data type of features.
silas gen-metadata	Generate meta-data, e.g., statistics of features.
silas gen-settings	Generate settings for machine learning.
silas gen-all	Generate all the above configuration files.
silas draw	Visualise feature statistics in terminal.
silas sanitise	Sanitise the dataset.
silas learn	Build predictive models using machine learning and perform validation.
silas predict	Perform prediction on a dataset using a previously built model.
silas gen-gridsearch-settings	Generate grid search settings.
silas gridsearch	Perform grid search over a given set of parameters on multiple datasets.
silas gen-extract-settings	Generate settings for logical formula extraction.
silas extract	Extract logical formulae from a predictive model.
silas introspect	Perform automated reasoning and obtain insight on how the predictive model works.
silas verify	Verify the correctness of the predictive model against user specificaitons.