quantnn/utils.py
def apply(f, *args):
    """
    Applies a function to sequence values or dicts of values.

    Args:
        f: The function to apply to ``x`` or all items in ``x``.
        *args: Sequence of arguments to be supplied to ``f``. If all arguments
            are dicts, the function ``f`` is applied key-wise to all elements
            in the dict. Otherwise the function is applied to all provided
            argument.s

    Return:
        ``{k: f(x_1[k], x_1[k], ...) for k in x}`` or ``f(x)`` depending on
        whether ``x_1, ...`` are a dicts or not.
    """
    if any(isinstance(x, dict) for x in args):
        results = {}
        d = [x for x in args if isinstance(x, dict)][0]
        for k in d:
            args_k = [arg[k] if isinstance(arg, dict) else arg
                      for arg in args]
            results[k] = f(*args_k)
        return results
    return f(*args)

    Applies a function to sequence values or dicts of values.

    Args:
        f: The function to apply to ``x`` or all items in ``x``.
        *args: Sequence of arguments to be supplied to ``f``. If all arguments
            are dicts, the function ``f`` is applied key-wise to all elements
            in the dict. Otherwise the function is applied to all provided
            argument.s

    Return:
        ``{k: f(x_1[k], x_1[k], ...) for k in x}`` or ``f(x)`` depending on
        whether ``x_1, ...`` are a dicts or not.
    
Applies a function to sequence values or dicts of values.
Applies a function to sequence values or dicts of values .
def apply(f, *args):
    if any(isinstance(x, dict) for x in args):
        results = {}
        d = [x for x in args if isinstance(x, dict)][0]
        for k in d:
            args_k = [arg[k] if isinstance(arg, dict) else arg
                      for arg in args]
            results[k] = f(*args_k)
        return results
    return f(*args)
def apply ( f , * args ) : if any ( isinstance ( x , dict ) for x in args ) : results = { } d = [ x for x in args if isinstance ( x , dict ) ] [ 0 ] for k in d : args_k = [ arg [ k ] if isinstance ( arg , dict ) else arg for arg in args ] results [ k ] = f ( * args_k ) return results return f ( * args )
Applies a function to sequence values or dicts of values.
Applies a function to sequence values or dicts of values .
"""
    Applies a function to sequence values or dicts of values.

    Args:
        f: The function to apply to ``x`` or all items in ``x``.
        *args: Sequence of arguments to be supplied to ``f``. If all arguments
            are dicts, the function ``f`` is applied key-wise to all elements
            in the dict. Otherwise the function is applied to all provided
            argument.s

    Return:
        ``{k: f(x_1[k], x_1[k], ...) for k in x}`` or ``f(x)`` depending on
        whether ``x_1, ...`` are a dicts or not.
    """
f
The function to apply to ``x`` or all items in ``x``.
The function to apply to ` ` x ` ` or all items in ` ` x ` ` .
*args
Sequence of arguments to be supplied to ``f``. If all arguments
are dicts, the function ``f`` is applied key-wise to all elements
in the dict. Otherwise the function is applied to all provided
argument.s
Sequence of arguments to be supplied to ` ` f ` ` . If all arguments are dicts the function ` ` f ` ` is applied key - wise to all elements in the dict . Otherwise the function is applied to all provided argument . s