n-gram-model-For-Maithili-Language-

This Project is made for n-gram model (here 5-gram model)using python for Maithili language but can be changed for any language, so that I have made it available for public and improvement can be made.

n-gram model---

s='This is Rahul Ranjan and I have built the ngram model here'

Unigram -model (1)

[Wordlist(['This']),
Wordlist(['is']),
Wordlist(['Rahul']),
Wordlist(['Ranjan']),
Wordlist(['and']),
Wordlist(['I']),
Wordlist(['have']),
Wordlist(['built']),
Wordlist(['the']),
Wordlist(['ngram']),
Wordlist(['model']),

Wordlist(['here'])]

Bigram -model(2)

[Wordlist(['This',' is']),
Wordlist(['is',' Rahul ']),
Wordlist(['Rahul',' Ranjan']),
Wordlist(['Ranjan',' and']),
Wordlist(['and',' I']),
Wordlist(['I',' have']),
Wordlist(['have',' built']),
Wordlist(['built',' the']),
Wordlist(['the',' ngram']),
Wordlist(['ngram',' model']),
Wordlist(['model','here'])]

Trigram -model (3)

[Wordlist(['This',' is', 'Rahul']),
Wordlist(['is',' Rahul ','Ranjan ']),
Wordlist(['Rahul',' Ranjan' ,'and']),
Wordlist(['Ranjan',' and',' I']),
Wordlist(['and',' I',' have']),
Wordlist(['I',' have',' built']),
Wordlist(['have',' built',' the']),
Wordlist(['built',' the',' ngram']),
Wordlist(['the',' ngram',' model']),
Wordlist(['ngram',' model', here'])]

.... and so on This is written just for your understanding -

# Implementation of this can be executed as - -
1.) Download the zip file and Unzip it.
2.) Run the command - python3 n_gram.py and obtain the 5-gram default set you can edit it to obtain n-gram model,where n=1,2,3,....n

Built With

• html
• python