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getml.project.Hyperopts 

Hyperopts(data=None)

Container which holds all hyperopts associated with the currently running project. The container supports slicing and is sort- and filterable.

Source code in getml/project/containers/hyperopts.py 
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def __init__(self, data=None):
    self.ids = list_hyperopts()

    if data is None:
        self.data = [load_hyperopt(id) for id in self.ids]
    else:
        self.data = data

filter 

filter(conditional: Callable) -> Hyperopts

Filters the hyperopts container.

PARAMETER DESCRIPTION
conditional

A callable that evaluates to a boolean for a given item.

TYPE: Callable

RETURNS DESCRIPTION
Hyperopts

A container of filtered hyperopts.
Example 
gaussian_hyperopts = getml.project.hyperopts.filter(lamda hyp: "Gaussian" in hyp.type)
Source code in getml/project/containers/hyperopts.py 
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def filter(self, conditional: Callable) -> Hyperopts:
    """
    Filters the hyperopts container.

    Args:
        conditional:
            A callable that evaluates to a boolean for a given item.

    Returns:
            A container of filtered hyperopts.

    ??? example
        ```python
        gaussian_hyperopts = getml.project.hyperopts.filter(lamda hyp: "Gaussian" in hyp.type)
        ```
    """
    hyperopts_filtered = [
        hyperopt for hyperopt in self.data if conditional(hyperopt)
    ]
    return Hyperopts(data=hyperopts_filtered)

sort 

sort(key: Callable, descending: bool = False) -> Hyperopts

Sorts the hyperopts container.

PARAMETER DESCRIPTION
key

A callable that evaluates to a sort key for a given item.

TYPE: Callable

descending

Whether to sort in descending order.

TYPE: bool DEFAULT: False

RETURNS DESCRIPTION
Hyperopts

A container of sorted hyperopts.
Example 
by_type = getml.project.hyperopt.sort(lambda hyp: hyp.type)
Source code in getml/project/containers/hyperopts.py 
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def sort(self, key: Callable, descending: bool = False) -> Hyperopts:
    """
    Sorts the hyperopts container.

    Args:
        key:
            A callable that evaluates to a sort key for a given item.

        descending:
            Whether to sort in descending order.

    Returns:
            A container of sorted hyperopts.

    ??? example
        ```python
        by_type = getml.project.hyperopt.sort(lambda hyp: hyp.type)
        ```
    """
    hyperopts_sorted = sorted(self.data, key=key, reverse=descending)
    return Hyperopts(data=hyperopts_sorted)