How to use the mlblocks.mlhyperparam.Type function in mlblocks

class Type(object):
    """Hyperparameter types."""
    INT = "int"
    INT_EXP = "int_exp"
    INT_CAT = "int_cat"
    FLOAT = "float"
    FLOAT_EXP = "float_exp"
    FLOAT_CAT = "float_cat"
    STRING = "string"
    BOOL = "bool"


_CATEGORICAL_TYPES = (Type.STRING, Type.BOOL, Type.INT_CAT, Type.FLOAT_CAT)
_INTEGER_TYPES = (Type.INT, Type.INT_EXP)
_FLOAT_TYPES = (Type.FLOAT, Type.FLOAT_EXP)


class MLHyperparam(object):
    """A Hyperparameter that the DeepMining system can act on.

    Should belong to a MLBLock.

    Attributes:
        param_name: The name of this hyperparameter.
        block_name: The name of the MLBLock this hyperparameter belongs
            to.
        param_type: The type of this hyperparameter. See the Type object
            in this module for possible types.
        param_range: A list of the form [a, b] such that the value of
            this hyperparameter is between a and b inclusive. If this

import random


class Type(object):
    """Hyperparameter types."""
    INT = "int"
    INT_EXP = "int_exp"
    INT_CAT = "int_cat"
    FLOAT = "float"
    FLOAT_EXP = "float_exp"
    FLOAT_CAT = "float_cat"
    STRING = "string"
    BOOL = "bool"


_CATEGORICAL_TYPES = (Type.STRING, Type.BOOL, Type.INT_CAT, Type.FLOAT_CAT)
_INTEGER_TYPES = (Type.INT, Type.INT_EXP)
_FLOAT_TYPES = (Type.FLOAT, Type.FLOAT_EXP)


class MLHyperparam(object):
    """A Hyperparameter that the DeepMining system can act on.

    Should belong to a MLBLock.

    Attributes:
        param_name: The name of this hyperparameter.
        block_name: The name of the MLBLock this hyperparameter belongs
            to.
        param_type: The type of this hyperparameter. See the Type object
            in this module for possible types.
        param_range: A list of the form [a, b] such that the value of

class Type(object):
    """Hyperparameter types."""
    INT = "int"
    INT_EXP = "int_exp"
    INT_CAT = "int_cat"
    FLOAT = "float"
    FLOAT_EXP = "float_exp"
    FLOAT_CAT = "float_cat"
    STRING = "string"
    BOOL = "bool"


_CATEGORICAL_TYPES = (Type.STRING, Type.BOOL, Type.INT_CAT, Type.FLOAT_CAT)
_INTEGER_TYPES = (Type.INT, Type.INT_EXP)
_FLOAT_TYPES = (Type.FLOAT, Type.FLOAT_EXP)


class MLHyperparam(object):
    """A Hyperparameter that the DeepMining system can act on.

    Should belong to a MLBLock.

    Attributes:
        param_name: The name of this hyperparameter.
        block_name: The name of the MLBLock this hyperparameter belongs
            to.
        param_type: The type of this hyperparameter. See the Type object
            in this module for possible types.
        param_range: A list of the form [a, b] such that the value of
            this hyperparameter is between a and b inclusive. If this
            hyperparameter is categorical, this is a list containing all