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SwissDataScienceCenter / mlschema-model-converters

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Support RandomizedSearchCV #2

Open vigsterkr opened 4 years ago

chrisbarber commented 4 years ago

RandomizedSearchCV takes argument param_distributions which can accept a scipy.stats.distributions instance. When calling sklearn_model.get_params() this comes back as an rv_frozen instance. This is recapitulated as the name of the distribution and the args that were passed to it, eg

uniform(loc=0, scale=4)

becomes

{
    "dist_name": "uniform",
    "args": [],
    "kwds": {
        "loc": 0,
        "scale": 4
    }
}
vigsterkr commented 4 years ago

could we do this via PR, from now on as i have some comments that needs to be address that i'll put it directly to the commits now... but that'd make easier the dev cycle... hence i've created a kanban that is review based

chrisbarber commented 4 years ago

yes sorry, forgot about the kanban. just let me know the procedure and i will follow from now on