watex.base.get_params

watex.base.get_params(obj)

Get object parameters.

Object can be callable or instances

Parameters

obj – object , can be callable or instance

Returns

dict of parameters values

Examples

>>> from sklearn.svm import SVC
>>> from watex.base import get_params
>>> sigmoid= SVC (
    **{
        'C': 512.0,
        'coef0': 0,
        'degree': 1,
        'gamma': 0.001953125,
        'kernel': 'sigmoid',
        'tol': 1.0
        }
    )
>>> pvalues = get_params( sigmoid)
>>> {'decision_function_shape': 'ovr',
     'break_ties': False,
     'kernel': 'sigmoid',
     'degree': 1,
     'gamma': 0.001953125,
     'coef0': 0,
     'tol': 1.0,
     'C': 512.0,
     'nu': 0.0,
     'epsilon': 0.0,
     'shrinking': True,
     'probability': False,
     'cache_size': 200,
     'class_weight': None,
     'verbose': False,
     'max_iter': -1,
     'random_state': None
 }