[DOC] Fix Linting issue and update docstring to Numpy Style By Module

[fnhirwa]

Describe the issue linked to the documentation

This is an issue for tracking the fixation of linting errors in the codebase and updating the docstring to the proper numpy style:

From

def add(a, b):
    """
    Add two numbers together

    Args:
        a (int): The first number
        b (int): The second number

    Returns:
        int: The sum of the two numbers
    """
    pass

To

def add(a, b):
    """
    Add two numbers together

    Parameters
    ----------
    a : int
        The first number
    b : int
        The second number

    Returns
    -------
    int
        The sum of the two numbers
    """
    pass

Suggest a potential alternative/fix

Subsetting the issue as the changes are expected to be huge for review.

• data
• metrics
• models
• map
• deeper
• beats
• nhits
• nn
• rnn
• tft
• tide
• utils
• tests

[yarnabrina]

If existing codebase followsgoogle style, can we not continue that? It can be configured easily I think.

https://docs.astral.sh/ruff/settings/#lint_pydocstyle_convention