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 56 next word prediction tools tracked. 1 score above 50 (established tier). The highest-rated is hangyav/textLSP at 50/100 with 86 stars.

Get all 56 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.	50	Established	86	Python
2	google-research/electra ELECTRA: Pre-training Text Encoders as Discriminators Rather Than Generators	48	Emerging	2,371	Python
3	gsurma/text_predictor Char-level RNN LSTM text generator📄.	47	Emerging	117	Python
4	ujjax/pred-rnn PredRNN: Recurrent Neural Networks for Predictive Learning using Spatiotemporal LSTMs	47	Emerging	127	Python
5	oliverguhr/fullstop-deep-punctuation-prediction A model that predicts the punctuation of English, Italian, French and German texts.	44	Emerging	83	Python
6	ivanliu1989/SwiftKey-Natural-language SwiftKey, our corporate partner in this capstone, builds a smart keyboard...	42	Emerging	16	HTML
7	susantabiswas/Word-Prediction-Ngram Next Word Prediction using n-gram Probabilistic Model with various Smoothing...	40	Emerging	36	Jupyter Notebook
8	LexiestLeszek/namegen Self-contained, minimalistic implementation of a language model that...	39	Emerging	52	Python
9	sviperm/neuro-comma 🇷🇺 Punctuation restoration production-ready model for Russian language 🇷🇺	38	Emerging	59	Python
10	KhaledAshrafH/Auto-Filling-Text This project is an auto-filling text program implemented in Python using...	37	Emerging	17	Python
11	starlordvk/Typing-Assistant Typing Assistant provides the ability to autocomplete words and suggests...	34	Emerging	53	CSS
12	alinamuliak/N-gramTextPrediction Prediction of the following words using N-gram technique.	32	Emerging	3	C++
13	unixpickle/char-rnn Generate text with recurrent neural nets	31	Emerging	21	Go
14	ZavierYang/N-gram-model-for-Hangman-game Use different orders of N-gram model to play Hangman game.	30	Emerging	16	Python
15	benthecoder/next-word-predictor https://benthecoder.shinyapps.io/Next-Word-PredictR/	30	Emerging	1	HTML
16	interscript/rababa Rababa, the diacritization library for Arabic and Hebrew (Abjad scripts in general)	29	Experimental	13	Python
17	Jed-Z/ngram-text-prediction 用 n-gram...	29	Experimental	10	Jupyter Notebook
18	pakjiddat/word-predictor Create n-gram models for word predictions	29	Experimental	7	HTML
19	vgherard/sbo Utilities for training and evaluating text predictors based on Stupid...	26	Experimental	10	R
20	dinraj910/lstm-next-word-prediction Next-word prediction language model built using LSTM (RNN) with...	26	Experimental	1	Jupyter Notebook
21	subhadipsinha722133/Spelling-Checker-Web-App 📝 A simple and intuitive web application built with Streamlit and...	24	Experimental	4	Jupyter Notebook
22	arusl/nwp-en-bsd This repo contains a Jupyter notebook for training an English next word...	24	Experimental	2	Jupyter Notebook
23	mariam-william/ngram-autofill-arabic-corpus Search Autofill project using n-gram model and Arabic corpus	22	Experimental	2	Python
24	nyuad-hackathon-2019/haneen Haneen is an mobile solution that helps Arabs type in Arabizi/English, but...	22	Experimental	1	Java
25	dream-1ab/spell_corrector Spell correction language model for Uyghur language based on transformer...	22	Experimental	14	Jupyter Notebook
26	brybailey/NLPWordPredictor Word Predictor using an n-gram model for the final project of our Natural...	21	Experimental	1	Java
27	adkhamboy/next-word-prediction Next Word Prediction model in UZBEK language	21	Experimental	1	Jupyter Notebook
28	dogterbox/predictive-keyboard Predictive Keyboard on Thai Language	20	Experimental	7	Jupyter Notebook
29	sid86-dev/Grammarty ☄️Grammar is a lightweight, extensible Grammar analyzer and auto corrector...	20	Experimental	6	HTML
30	katanaml/text-completion Text completion with Hugging Face and TensorFlow.js running on Node.js	19	Experimental	3	Python
31	matchaboy7/ngram-language-model 🧠 Build an N-gram language model to generate coherent text, predict next...	19	Experimental	1	Python
32	realAltamashAli/dss-capstone-swiftkey Next Word Prediction App using NLP and Shiny.	19	Experimental	—	HTML
33	AsadiAhmad/Word-Predictor predict 10 words with n-gram techniqe	19	Experimental	4	Jupyter Notebook
34	Saeed-Biabani/Next-Word-Prediction Next word prediction. aims to generate coherent and contextually relevant...	18	Experimental	2	Jupyter Notebook
35	RobinMillford/NLP-Auto-correction-Prediction-System-Streamlit This is a Streamlit web application for word correction and suggestions...	17	Experimental	1	Python
36	alessioc42/wordAutoComplete A heuristic approach to completing single words in the context of text...	17	Experimental	1	HTML
37	abdullatifkaban/Yunus_Emre_Siir Yunus Emre şiirlerini öğrenip benzer şiir yazma aracı	17	Experimental	1	Jupyter Notebook
38	FrederickRoman/syllable-count-predictor Neural network model that predicts the number of syllables in an English...	17	Experimental	1	Jupyter Notebook
39	Jovana-Gentic/Text_generation_food_reviews Next word prediction with LSTMs, CNNs and transformers. Generating food reviews.	17	Experimental	1	Jupyter Notebook
40	AlwaysDhruv/Synonymw-Word-Prediction This project are typically work on word to word to prediction. More...	16	Experimental	4	C++
41	AAdewunmi/Next-Word-Prediction-Project Deep Learning predictive text website (Data Science) \|\| Python, Django,...	15	Experimental	—	Python
42	skandvj/NeuroLex-Sequence-Modeling-Engine A Next-Token Prediction Engine using LSTMs/RNNs. Demonstrates the...	15	Experimental	1	Jupyter Notebook
43	goncharik/SwiftTextRank Swift implementation of TextRank algorithm	12	Experimental	8	Swift
44	NAVANEETHELITE/AUTO_COMPLETE_STREAMLIT Lazy of typing the whole sentence?? Use my TEXT AUTO COMPLETION app. This...	12	Experimental	6	Python
45	sybachpunk/Next-Word-Prediction-with-LSTM This project demonstrates how to build, train, and deploy a deep learning...	11	Experimental	—	Python
46	PranayPatel12/Next-Word-Prediction This project implements a next word prediction model using Recurrent Neural...	11	Experimental	1	Jupyter Notebook
47	Harshilkothiya/Next-Word-Prediction Make next word predictor in game of throne books data set	11	Experimental	3	Jupyter Notebook
48	chihebnabil/ZipfNextWordPredictor An experimental implementation of text prediction using Zipf's law to...	11	Experimental	3	Python
49	abhi227070/Next-Word-Prediction-Using-LSTM This project predicts the next word in a sequence of text, aiding users in...	11	Experimental	3	Jupyter Notebook
50	Ericn01/N-Gram-Text-Predictor Performant next-word prediction engine built in R using n-gram modeling and...	11	Experimental	—	HTML
51	comsa33/DL-auto_code_completion auto_code_complete is a deep-learning based auto word-completetion program...	11	Experimental	3	Jupyter Notebook
52	2003HARSH/Next-Word-Prediction-using-RNN-LSTM-GRU The Next Word Predictor using LSTM is a project that builds a text...	11	Experimental	4	Jupyter Notebook
53	achrafib1/Text-Flow TextFlow: A Streamlit app providing text correction and autocomplete...	11	Experimental	—	Jupyter Notebook
54	MUHAMMADAKMAL137/GPU-Accelerated-Next-Word-Prediction-Using-LSTM-and-PyTorch This repository implements a GPU-accelerated next-word prediction model...	10	Experimental	1	Jupyter Notebook
55	ArevikKH/RNN-Text-Generation-Model An end-to-end RNN-based text generation pipeline built with PyTorch....	10	Experimental	1	Jupyter Notebook
56	a-alhaouil/next_word_prediction this a project for predicting the next word in a sequence using various models.	10	Experimental	2	Jupyter Notebook