N-Gram Language Models NLP Tools

Statistical language models built using n-gram approaches with smoothing techniques (Laplace, Kneser-Ney, Witten-Bell, Good-Turing) for probability estimation and text generation. Does NOT include neural language models, word embeddings, or general language model applications like chatbots or summarization.

There are 25 n-gram language models tools tracked. The highest-rated is nlx-group/overlapy at 36/100 with 10 stars.

Get all 25 projects as JSON

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#	Tool	Score	Tier	Stars	Language
1	nlx-group/overlapy Python package developed to evaluate textual overlap (N-Grams) between two...	36	Emerging	10	Python
2	joshualoehr/ngram-language-model Python implementation of an N-gram language model with Laplace smoothing and...	30	Emerging	88	Python
3	MannarAmuthan/kural-gen KuralGen generates Thirukkural for a given English sentence	25	Experimental	4	Python
4	phughesmcr/SimpleNGrams The easiest way to get n-grams from strings!	24	Experimental	3	JavaScript
5	SpydazWebAI-NLP/BasicLanguageModelling2023 Basic Language Models , Bag of Words, Ngram Models Etc NLP modelling and...	22	Experimental	1	Visual Basic .NET
6	jadessechan/Text-Prediction A trigram language model using NLTK to predict the next word of a phrase	21	Experimental	11	Python
7	simrann20/Hangman_Game_Project Hangman Game implementation using n-gram language model in NLP, achieved an...	21	Experimental	13	Jupyter Notebook
8	shayneobrien/language-modeling Language modeling on the Penn Treebank (PTB) corpus using a trigram model...	19	Experimental	18	Jupyter Notebook
9	burhanharoon/N-Gram-Language-Model It's a python based n-gram langauage model which calculates bigrams,...	18	Experimental	6	Python
10	sayarghoshroy/Language-Modelling Language Modelling for various corpora, Natural Language Generation using...	18	Experimental	4	Jupyter Notebook
11	SOHAM-3T/sherlock-5gram-language-model A statistical 5-gram language model implemented in Python, trained on...	16	Experimental	1	Python
12	AutoComplete-sh/autocomplete-wordpress AutoComplete.sh Wordpress Plugin Beta	14	Experimental	1	PHP
13	vgherard/kgrams k-grams, Language Models, and All That	13	Experimental	7	R
14	ngrams-dev/general NGRAMS is a search engine for the Google Books Ngram Dataset. This...	13	Experimental	24	—
15	akhvorov/vgram Feature extraction from sequential data	13	Experimental	7	C++
16	Proteusiq/bigrams Non-intrusive ngrams generations	13	Experimental	6	Python
17	gustavecortal/ngram Python implementation of n-gram language models from scratch and using NLTK...	13	Experimental	6	Jupyter Notebook
18	prigarg/Bigram-Language-Model-from-Scratch A Bigram Language Model from scratch with no-smoothing and add-one...	12	Experimental	15	Jupyter Notebook
19	aankitdas/cs6320_nlp This repository implements an n-gram-based language model for the CS6320 NLP...	12	Experimental	1	Jupyter Notebook
20	ArslanJajja1/bigram-language-model Learn how language models work by building a Bigram model from scratch —...	12	Experimental	1	Python
21	OlgaKrylova/language-models several training language models (text generation and classification)	12	Experimental	—	Python
22	UCLL-RE-Gen-AI/clin32-entropy This demo accompanies the poster presentation "Limitations of the entropy...	11	Experimental	2	Jupyter Notebook
23	capjamesg/linguist.link Find the most surprising words and most common n-grams on a web page.	11	Experimental	2	Python
24	phanxuanphucnd/ngram_language_model n-gram language model.	10	Experimental	1	Python
25	onekyn/n-gram A simple C implementation of an n-gram language model	10	Experimental	1	C