nyaggle.hyper_parameters¶
- nyaggle.hyper_parameters.get_hyperparam_byname(name, gbdt_type='lgbm', with_metadata=False)[source]¶
Get a hyperparameter by parameter name
- Parameters
name (
str) – The name of parameter (e.g. “ieee-2019-10th”).gbdt_type (
str) – The type of gbdt library.lgbm,cat,xgbcan be used.with_metadata (
bool) – When set to True, parameters are wrapped by metadata dictionary which contains information about source URL, competition name etc.
- Return type
Dict- Returns
A hyperparameter dictionary.
- nyaggle.hyper_parameters.list_hyperparams(gbdt_type='lgbm', with_metadata=False)[source]¶
List all hyperparameters
- Parameters
gbdt_type (
str) – The type of gbdt library.lgbm,cat,xgbcan be used.with_metadata (
bool) – When set to True, parameters are wrapped by metadata dictionary which contains information about source URL, competition name etc.
- Return type
List[Dict]- Returns
A list of hyper-parameters used in Kaggle gold medal solutions