


'''simple docstring'''




import os
from datetime import datetime as dt

from github import Github


_a   :   Optional[Any]												=   [
    "good first issue",
    "feature request",
    "wip",
]





def   _a		()			->			Any:






     """simple docstring"""
     __snake_case           =						Github(os.environ['GITHUB_TOKEN']						)
     __snake_case           =						g.get_repo('huggingface/accelerate'						)
     __snake_case           =						repo.get_issues(state='open'						)

     for issue in open_issues:
          __snake_case           =						sorted([comment for comment in issue.get_comments()]							,   key=lambda lowercase__						: i.created_at							,   reverse=lowercase__						)
          __snake_case           =						comments[0] if len(lowercase__						) > 0 else None
          __snake_case           =						dt.utcnow()
          __snake_case           =						(current_time - issue.updated_at).days
          __snake_case           =						(current_time - issue.created_at).days
          if (
              last_comment is not None
              and last_comment.user.login == "github-actions[bot]"
              and days_since_updated > 7
              and days_since_creation >= 3_0
              and not any(label.name.lower() in LABELS_TO_EXEMPT for label in issue.get_labels()						)
          ):
               # Close issue since it has been 7 days of inactivity since bot mention.
               issue.edit(state='closed'						)
          elif (
              days_since_updated > 2_3
              and days_since_creation >= 3_0
              and not any(label.name.lower() in LABELS_TO_EXEMPT for label in issue.get_labels()						)
          ):
               # Add stale comment
               issue.create_comment(
                   'This issue has been automatically marked as stale because it has not had '
                   'recent activity. If you think this still needs to be addressed '
                   'please comment on this thread.\n\nPlease note that issues that do not follow the '
                   '[contributing guidelines](https://github.com/huggingface/accelerate/blob/main/CONTRIBUTING.md) '
                   'are likely to be ignored.'						)


if __name__ == "__main__":
       main()








import numpy as np







def SCREAMING_SNAKE_CASE	(			__lowerCAmelCase				)    ->				np.ndarray:
  return 1 / (1 + np.exp(-vector				))







def SCREAMING_SNAKE_CASE	(			__lowerCAmelCase				)    ->				np.ndarray:
  return vector * sigmoid(__lowerCAmelCase				)


if __name__ == "__main__":
   import doctest

   doctest.testmod()

