Command IndexΒΆ



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.