Next Word Prediction ML Frameworks

LSTM and RNN-based models for predicting the next word in a sequence, including language modeling and text autocompletion. Does NOT include general text generation, machine translation, or broader NLP tasks beyond sequential word prediction.

There are 30 next word prediction frameworks tracked. 1 score above 50 (established tier). The highest-rated is minimaxir/textgenrnn at 62/100 with 4,931 stars and 204 monthly downloads.

Get all 30 projects as JSON

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#	Framework	Score	Tier	Stars	Language
1	minimaxir/textgenrnn Easily train your own text-generating neural network of any size and...	62	Established	4,931	Python
2	vpj/python_autocomplete A simple neural network for python autocompletion	42	Emerging	821	Python
3	jackcook/predictive-spy Spying on Apple’s new predictive text model	29	Experimental	136	Python
4	yuazi/keyboard-AI Self-learning keyboard layout optimizer using n-gram statistics and an...	23	Experimental	1	Python
5	realAltamashAli/bilingual-swiftkey-nlp A high-performance bilingual (EN/DE) text prediction engine using Katz...	19	Experimental	—	HTML
6	subhadipsinha722133/Spelling-Checker-Web-App 📝 A simple and intuitive web application built with Streamlit and...	18	Experimental	4	Jupyter Notebook
7	meddadaek/Next-Word-Prediction-Model This project trains a neural network to predict the next word based on...	17	Experimental	2	Jupyter Notebook
8	nyuad-hackathon-2019/haneen Haneen is an mobile solution that helps Arabs type in Arabizi/English, but...	15	Experimental	1	Java
9	matchaboy7/ngram-language-model 🧠 Build an N-gram language model to generate coherent text, predict next...	15	Experimental	1	Python
10	ecagri/Turkish-Text-Corrector-Plugin A browser extension for correcting Turkish text typed with an English...	14	Experimental	1	JavaScript
11	jaychampaneri14/rnn-text-generator Character-level RNN for text generation	14	Experimental	—	—
12	gokulsoundara/Baby_Name_Generation Character level language model - Baby Name Generation Automatically	14	Experimental	1	Jupyter Notebook
13	thekirankumarv/AutoCorrectTool "Auto Correct Tool using Jupyter Notebook: An AI-powered notebook project...	14	Experimental	1	Jupyter Notebook
14	dreuxx/Grammar-Checker-v2-BY-ML Corrects your grammar in 5 languages directly in your browser. Powered by an...	14	Experimental	4	JavaScript
15	nurulashraf/rnn-sequence-number-prediction This analysis demonstrates building and training a simple RNN model to...	13	Experimental	—	Jupyter Notebook
16	sid86-dev/Grammarty ☄️Grammar is a lightweight, extensible Grammar analyzer and auto corrector...	13	Experimental	6	HTML
17	alicerunsonfedora/sniglet Generate sniglets with machine learning!	13	Experimental	8	Swift
18	loretoparisi/spelling-corrector Spelling Corrector Train, Correct, Diff Text right in the Browser	13	Experimental	8	JavaScript
19	danielruijs/dd2424-project Project in the course DD2424 Deep Learning in Data Science at KTH Royal...	13	Experimental	2	Jupyter Notebook
20	tkarim45/Text-Generation-using-RNN This repository hosts a comprehensive implementation of Recurrent Neural...	12	Experimental	4	Jupyter Notebook
21	CODING-Enthusiast9857/Automatic_Text_Generation Welcome to the repository, where innovation meets language! This repository...	12	Experimental	3	Jupyter Notebook
22	marco-roberti/char-dtt-rareword Codebase for the journal paper "The Rare Word Issue in Natural Language...	11	Experimental	2	Python
23	zifuyang/Natural-Language-Processing Using Markov chains and NLTK to create a text-generation machine learning model.	11	Experimental	2	Python
24	ChristianJason22042004/LSTM_TEXT_GENERATION Train a dual-layer LSTM on any .txt file and generate new text word by word...	11	Experimental	—	Python
25	KaustavModak/Next-Word-Prediction-with-LSTM-GRU-BiLSTM A simple Next-Word Prediction system built using LSTM, GRU, and BiLSTM...	11	Experimental	—	Jupyter Notebook
26	Adi3042/Next-Word-Prediction-LSTM LSTM-based next word prediction project demonstrating sequence modeling and...	11	Experimental	—	Jupyter Notebook
27	dibyo10/Next_Word_Prediction_LSTM Stacked LSTM-based next word prediction model built with TensorFlow. Trained...	11	Experimental	—	Jupyter Notebook
28	kanincityy/char_lstm_text_autocompletion Character-Level Text Auto-Completion with LSTMs	11	Experimental	—	—
29	MathiDEV/word_prediction_ia 🧠 Done during IA Pool of PoC.	11	Experimental	2	Python
30	AlwaysDhruv/Synonymw-Word-Prediction This project are typically work on word to word to prediction. More...	10	Experimental	4	C++