Random Word Generator

How to install this library?

pip3 install Random-Word-Generator

OR

pip install Random-Word-Generator

Which other python packages are needed to be installed?

• No need of any external packages
• Only Python version >= 3 is required

What this library does?

It helps us to generate random words i.e random noise in text data which is helpful in many text augmentation based tasks, NER, etc.

Which methods are available currently in this library?

Setting to look out before generating random words

Basic

from RandomWordGenerator import RandomWord

# Creating a random word object
rw = RandomWord(max_word_size,
                constant_word_size=True,
                include_digits=False,
                special_chars=r"@_!#$%^&*()<>?/\|}{~:",
                include_special_chars=False)

How to get started with this library?

1. Simple random word generation with constant word size

   from RandomWordGenerator import RandomWord
   
   rw = RandomWord(max_word_size=5)
   
   print(rw.generate())
   

   Output will be some random word like
   > hdsjq
   

2. Simple random word generation with variable word size

   from RandomWordGenerator import RandomWord
   
   rw = RandomWord(max_word_size=5,
                   constant_word_size=False)
   
   print(rw.generate())
   

   Output will be some random word like
   > gw
   

3. Random word generation with constant word size and including special character included

   from RandomWordGenerator import RandomWord
   
   rw = RandomWord(max_word_size=5,
                   constant_word_size=True,
                   special_chars=r"@#$%.*",
                   include_special_chars=True)
   
   print(rw.generate())
   

   Output will be some random word like
   > gsd$
   

4. If we want randomly generated words in list we just have to input the argument with number of words we want

   from RandomWordGenerator import RandomWord
   
   rw = RandomWord(max_word_size=5,
                   constant_word_size=False)
   
   print(rw.getList(num_of_random_words=3))
   

   Output will be some random word like
   > ['adjse', 'qytqw', ' klsdf', 'ywete', 'klljs']
   
   

Application

• In cases where we need to add random noise in text
• Name Entity Relation extraction based tasks
• Text Data Augmentation based tasks

Author

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Any suggestions are most welcome.