




from typing import Optional
from urllib.parse import quote

import huggingface_hub as hfh
from packaging import version




def 			__magic_name__				( A		:					str,  A		:					str,  A		:					Optional[str] = None   ):






			'''simple docstring'''







			if version.parse(hfh.__version__   ).release < version.parse("0.11.0"   ).release:
						# old versions of hfh don't url-encode the file path
						a    =			quote(A   )
			return hfh.hf_hub_url(A,  A,  repo_type="dataset",  revision=A   )












import numpy as np




def 			__magic_name__				( A		:					np.array   ):






			'''simple docstring'''







			return 1 / (1 + np.exp(-vector   ))




def 			__magic_name__				( A		:					np.array   ):






			'''simple docstring'''







			return vector * sigmoid(1.7_02 * vector   )


if __name__ == "__main__":
		import doctest

		doctest.testmod()






