Proposed functions for checking content:
contains_nans: Check if data contains NaN elements.
contains_negs: Check if data contains negative elements.
contains_zeros: Check if data contains zeros.
contains_outliers: Check if data has outlier values.
Proposed functions for checking data types:
is_ndarray: Check if an array is a Numpy array.
is_numeric: Check if data is numeric.
is_bool: Check if data is bool.
is_int: Check if data is integer.
is_float: Check if data is float.
is_complex: Check if data is complex.
Proposed functions for checking data shape:
is_square: Check if a 2D array dimensions are the same.
is_shape: Check if a array dimensions are the same as provided shape.
Proposed functions for checking content:
contains_nans: Check if data contains NaN elements.contains_negs: Check if data contains negative elements.contains_zeros: Check if data contains zeros.contains_outliers: Check if data has outlier values.Proposed functions for checking data types:
is_ndarray: Check if an array is a Numpy array.is_numeric: Check if data is numeric.is_bool: Check if data is bool.is_int: Check if data is integer.is_float: Check if data is float.is_complex: Check if data is complex.Proposed functions for checking data shape:
is_square: Check if a 2D array dimensions are the same.is_shape: Check if a array dimensions are the same as provided shape.