


import os
from collections.abc import Iterator







def 						lowerCamelCase(   a__ = "."):
				for dir_path, dir_names, filenames in os.walk(a__):
								_SCREAMING_SNAKE_CASE			  =[d for d in dir_names if d != '''scripts''' and d[0] not in '''._''']
								for filename in filenames:
												if filename == "__init__.py":
																continue
												if os.path.splitext(a__)[1] in (".py", ".ipynb"):
																yield os.path.join(a__	,a__).lstrip('''./''')







def 						lowerCamelCase(   a__):
				return f"{i * '  '}*" if i else "\n##"







def 						lowerCamelCase(   a__	,a__):
				_SCREAMING_SNAKE_CASE			  =old_path.split(os.sep)
				for i, new_part in enumerate(new_path.split(os.sep)):
								if (i + 1 > len(a__) or old_parts[i] != new_part) and new_part:
												print(f"{md_prefix(a__)} {new_part.replace('_'	,' ').title()}")
				return new_path







def 						lowerCamelCase(   a__ = "."):
				_SCREAMING_SNAKE_CASE			  =''''''
				for filepath in sorted(good_file_paths(a__)):
								_SCREAMING_SNAKE_CASE  ,				_SCREAMING_SNAKE_CASE			  =os.path.split(a__)
								if filepath != old_path:
												_SCREAMING_SNAKE_CASE			  =print_path(a__	,a__)
								_SCREAMING_SNAKE_CASE			  =(filepath.count(os.sep) + 1) if filepath else 0
								_SCREAMING_SNAKE_CASE			  =f"{filepath}/{filename}".replace(''' '''	,'''%20''')
								_SCREAMING_SNAKE_CASE			  =os.path.splitext(filename.replace('''_'''	,''' ''').title())[0]
								print(f"{md_prefix(a__)} [{filename}]({url})")


if __name__ == "__main__":
							print_directory_md('''.''')



from datetime import datetime

import matplotlib.pyplot as plt
import torch







def 						lowerCamelCase(   a__):
				for param in module.parameters():
								_SCREAMING_SNAKE_CASE			  =False







def 						lowerCamelCase(   ):
				_SCREAMING_SNAKE_CASE			  ='''cuda''' if torch.cuda.is_available() else '''cpu'''
				if torch.backends.mps.is_available() and torch.backends.mps.is_built():
								_SCREAMING_SNAKE_CASE			  ='''mps'''
				if device == "mps":
								print(
								    '''WARNING: MPS currently doesn\'t seem to work, and messes up backpropagation without any visible torch'''
								    ''' errors. I recommend using CUDA on a colab notebook or CPU instead if you\'re facing inexplicable issues'''
								    ''' with generations.''')
				return device







def 						lowerCamelCase(   a__):
				_SCREAMING_SNAKE_CASE			  =plt.imshow(a__)
				fig.axes.get_xaxis().set_visible(a__)
				fig.axes.get_yaxis().set_visible(a__)
				plt.show()







def 						lowerCamelCase(   ):
				_SCREAMING_SNAKE_CASE			  =datetime.now()
				_SCREAMING_SNAKE_CASE			  =current_time.strftime('''%H:%M:%S''')
				return timestamp