:mod:`lookout.style.typos.research.create_typos`
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.. py:module:: lookout.style.typos.research.create_typos







Module Contents
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.. data:: letters
   

   









.. function:: rand_insert(string:str)

   
   Add random letter inside a string

   









.. function:: rand_delete(string:str)

   
   Delete random symbol from a string

   









.. function:: rand_substitution(string)

   
   Substitute random symbol with a letter inside a string

   









.. function:: rand_swap(string)

   
   Swap two random consequent symbols

   









.. function:: rand_typo(string)

   
   Make random typo in a string

   









.. function:: corrupt(data_file, typo_probability, add_typo_probability, out_file)

   
   Augment some of identifiers from dataframe with TYPO_PROBABILITY,
   consequent typos in the same word happen with ADD_TYPO_PROBABILITY each

   









.. function:: corrupt_splits(data_file, typo_probability, add_typo_probability, out_file, repeats:int=1)

   









.. function:: train_test_split(data_file, test_portion)

   
   Randomly split data on train and test

   









.. function:: create_typos(args)