def load_data(filename):
"""Loads a data matrix from a given file.
Parameters
----------
filename : :obj:`str`
The file to load the data from. Must be one of .png, .jpg,
.npy, or .npz.
Returns
-------
:obj:`numpy.ndarray`
The data array read from the file.
"""
file_root, file_ext = os.path.splitext(filename)
data = None
if file_ext.lower() in COLOR_IMAGE_EXTS:
data = cv2.cvtColor(cv2.imread(filename), cv2.COLOR_BGR2RGB)
elif file_ext == '.npy':
data = np.load(filename)
elif file_ext == '.npz':
data = np.load(filename)['arr_0']
else:
raise ValueError('Extension %s not supported' % (file_ext))
return data
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