Next Word Prediction NLP Tools

Tools that predict the next word or complete partial text/sentences in interactive systems. Includes n-gram models, neural networks, and autocomplete implementations. Does NOT include general language models, code completion, spelling correction, or broader text generation tasks.

There are 38 next word prediction tools tracked. The highest-rated is hangyav/textLSP at 43/100 with 86 stars.

Get all 38 projects as JSON

curl "https://pt-edge.onrender.com/api/v1/datasets/quality?domain=nlp&subcategory=next-word-prediction&limit=20"

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#	Tool	Score	Tier	Stars	Language
1	hangyav/textLSP Language server for text spell and grammar check with various tools.	43	Emerging	86	Python
2	google-research/electra ELECTRA: Pre-training Text Encoders as Discriminators Rather Than Generators	41	Emerging	2,371	Python
3	gsurma/text_predictor Char-level RNN LSTM text generator📄.	40	Emerging	117	Python
4	ujjax/pred-rnn PredRNN: Recurrent Neural Networks for Predictive Learning using Spatiotemporal LSTMs	40	Emerging	127	Python
5	oliverguhr/fullstop-deep-punctuation-prediction A model that predicts the punctuation of English, Italian, French and German texts.	37	Emerging	83	Python
6	ivanliu1989/SwiftKey-Natural-language SwiftKey, our corporate partner in this capstone, builds a smart keyboard...	35	Emerging	16	HTML
7	susantabiswas/Word-Prediction-Ngram Next Word Prediction using n-gram Probabilistic Model with various Smoothing...	33	Emerging	36	Jupyter Notebook
8	LexiestLeszek/namegen Self-contained, minimalistic implementation of a language model that...	32	Emerging	52	Python
9	sviperm/neuro-comma 🇷🇺 Punctuation restoration production-ready model for Russian language 🇷🇺	31	Emerging	59	Python
10	KhaledAshrafH/Auto-Filling-Text This project is an auto-filling text program implemented in Python using...	30	Emerging	17	Python
11	starlordvk/Typing-Assistant Typing Assistant provides the ability to autocomplete words and suggests...	27	Experimental	53	CSS
12	alinamuliak/N-gramTextPrediction Prediction of the following words using N-gram technique.	25	Experimental	3	C++
13	dinraj910/lstm-next-word-prediction Next-word prediction language model built using LSTM (RNN) with...	24	Experimental	1	Jupyter Notebook
14	unixpickle/char-rnn Generate text with recurrent neural nets	24	Experimental	21	Go
15	benthecoder/next-word-predictor https://benthecoder.shinyapps.io/Next-Word-PredictR/	23	Experimental	1	HTML
16	ZavierYang/N-gram-model-for-Hangman-game Use different orders of N-gram model to play Hangman game.	23	Experimental	16	Python
17	interscript/rababa Rababa, the diacritization library for Arabic and Hebrew (Abjad scripts in general)	22	Experimental	13	Python
18	Jed-Z/ngram-text-prediction 用 n-gram...	22	Experimental	10	Jupyter Notebook
19	pakjiddat/word-predictor Create n-gram models for word predictions	22	Experimental	7	HTML
20	realAltamashAli/dss-capstone-swiftkey Next Word Prediction App using NLP and Shiny.	19	Experimental	—	HTML
21	vgherard/sbo Utilities for training and evaluating text predictors based on Stupid...	19	Experimental	10	R
22	arusl/nwp-en-bsd This repo contains a Jupyter notebook for training an English next word...	17	Experimental	2	Jupyter Notebook
23	dream-1ab/spell_corrector Spell correction language model for Uyghur language based on transformer...	16	Experimental	14	Jupyter Notebook
24	AAdewunmi/Next-Word-Prediction-Project Deep Learning predictive text website (Data Science) \|\| Python, Django,...	15	Experimental	—	Python
25	mariam-william/ngram-autofill-arabic-corpus Search Autofill project using n-gram model and Arabic corpus	15	Experimental	2	Python
26	adkhamboy/next-word-prediction Next Word Prediction model in UZBEK language	14	Experimental	1	Jupyter Notebook
27	brybailey/NLPWordPredictor Word Predictor using an n-gram model for the final project of our Natural...	14	Experimental	1	Java
28	dogterbox/predictive-keyboard Predictive Keyboard on Thai Language	13	Experimental	7	Jupyter Notebook
29	AsadiAhmad/Word-Predictor predict 10 words with n-gram techniqe	12	Experimental	4	Jupyter Notebook
30	katanaml/text-completion Text completion with Hugging Face and TensorFlow.js running on Node.js	12	Experimental	3	Python
31	Saeed-Biabani/Next-Word-Prediction Next word prediction. aims to generate coherent and contextually relevant...	11	Experimental	2	Jupyter Notebook
32	Ericn01/N-Gram-Text-Predictor Performant next-word prediction engine built in R using n-gram modeling and...	11	Experimental	—	HTML
33	sybachpunk/Next-Word-Prediction-with-LSTM This project demonstrates how to build, train, and deploy a deep learning...	11	Experimental	—	Python
34	Jovana-Gentic/Text_generation_food_reviews Next word prediction with LSTMs, CNNs and transformers. Generating food reviews.	10	Experimental	1	Jupyter Notebook
35	alessioc42/wordAutoComplete A heuristic approach to completing single words in the context of text...	10	Experimental	1	HTML
36	RobinMillford/NLP-Auto-correction-Prediction-System-Streamlit This is a Streamlit web application for word correction and suggestions...	10	Experimental	1	Python
37	abdullatifkaban/Yunus_Emre_Siir Yunus Emre şiirlerini öğrenip benzer şiir yazma aracı	10	Experimental	1	Jupyter Notebook
38	FrederickRoman/syllable-count-predictor Neural network model that predicts the number of syllables in an English...	10	Experimental	1	Jupyter Notebook