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phepy.toys

ToyExample

Bases: abc.ABC

X_test abstractmethod property 

X_test: np.ndarray

X_train abstractmethod property 

X_train: np.ndarray

X_valid abstractmethod property 

X_valid: np.ndarray

Y_train abstractmethod property 

Y_train: np.ndarray

Y_valid abstractmethod property 

Y_valid: np.ndarray

aspect_ratio abstractmethod property 

aspect_ratio: float

is_in_distribution abstractmethod 

is_in_distribution(X: np.ndarray) -> np.ndarray
Source code in phepy/toys/__init__.py 
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@abc.abstractmethod
def is_in_distribution(X: np.ndarray) -> np.ndarray:
    pass

plot abstractmethod 

plot(
    conf: np.ndarray,
    ax: mpl.axes.Axes,
    cmap: Union[str, mpl.colors.Colormap],
    with_scatter: bool = True,
)
Source code in phepy/toys/__init__.py 
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@abc.abstractmethod
def plot(
    self,
    conf: np.ndarray,
    ax: mpl.axes.Axes,
    cmap: Union[str, mpl.colors.Colormap],
    with_scatter: bool = True,
):
    pass

reconstruct abstractmethod 

reconstruct(X: np.ndarray) -> np.ndarray
Source code in phepy/toys/__init__.py 
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@abc.abstractmethod
def reconstruct(X: np.ndarray) -> np.ndarray:
    pass