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 36 next word prediction frameworks tracked. 1 score above 50 (established tier). The highest-rated is minimaxir/textgenrnn at 57/100 with 4,931 stars.

Get all 36 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...	57	Established	4,931	Python
2	vpj/python_autocomplete A simple neural network for python autocompletion	49	Emerging	821	Python
3	jackcook/predictive-spy Spying on Apple’s new predictive text model	36	Emerging	136	Python
4	yuazi/keyboard-AI Self-learning keyboard layout optimizer using n-gram statistics and an...	25	Experimental	1	Python
5	meddadaek/Next-Word-Prediction-Model This project trains a neural network to predict the next word based on...	21	Experimental	2	Jupyter Notebook
6	ecagri/Turkish-Text-Corrector-Plugin A browser extension for correcting Turkish text typed with an English...	21	Experimental	1	JavaScript
7	gokulsoundara/Baby_Name_Generation Character level language model - Baby Name Generation Automatically	21	Experimental	1	Jupyter Notebook
8	thekirankumarv/AutoCorrectTool "Auto Correct Tool using Jupyter Notebook: An AI-powered notebook project...	21	Experimental	1	Jupyter Notebook
9	realAltamashAli/bilingual-swiftkey-nlp A high-performance bilingual (EN/DE) text prediction engine using Katz...	21	Experimental	—	HTML
10	alicerunsonfedora/sniglet Generate sniglets with machine learning!	20	Experimental	8	Swift
11	loretoparisi/spelling-corrector Spelling Corrector Train, Correct, Diff Text right in the Browser	20	Experimental	8	JavaScript
12	tkarim45/Text-Generation-using-RNN This repository hosts a comprehensive implementation of Recurrent Neural...	19	Experimental	4	Jupyter Notebook
13	danielruijs/dd2424-project Project in the course DD2424 Deep Learning in Data Science at KTH Royal...	19	Experimental	2	Jupyter Notebook
14	MathiDEV/word_prediction_ia 🧠 Done during IA Pool of PoC.	18	Experimental	2	Python
15	zifuyang/Natural-Language-Processing Using Markov chains and NLTK to create a text-generation machine learning model.	18	Experimental	2	Python
16	marco-roberti/char-dtt-rareword Codebase for the journal paper "The Rare Word Issue in Natural Language...	18	Experimental	2	Python
17	nurulashraf/rnn-sequence-number-prediction This analysis demonstrates building and training a simple RNN model to...	15	Experimental	—	Jupyter Notebook
18	KaustavModak/Next-Word-Prediction-with-LSTM-GRU-BiLSTM A simple Next-Word Prediction system built using LSTM, GRU, and BiLSTM...	13	Experimental	—	Jupyter Notebook
19	ChristianJason22042004/LSTM_TEXT_GENERATION Train a dual-layer LSTM on any .txt file and generate new text word by word...	13	Experimental	—	Python
20	Vruddhi18/LSTM_Next-word-predictor The LSTM Next-Word Predictor uses deep learning with LSTM networks to...	13	Experimental	3	Jupyter Notebook
21	jaychampaneri14/rnn-text-generator Character-level RNN for text generation	13	Experimental	—	—
22	kanincityy/char_lstm_text_autocompletion Character-Level Text Auto-Completion with LSTMs	13	Experimental	—	—
23	dibyo10/Next_Word_Prediction_LSTM Stacked LSTM-based next word prediction model built with TensorFlow. Trained...	13	Experimental	—	Jupyter Notebook
24	Adi3042/Next-Word-Prediction-LSTM LSTM-based next word prediction project demonstrating sequence modeling and...	13	Experimental	—	Jupyter Notebook
25	Amir-Hofo/Language_Modeling_with_LSTM_models This project explores language modeling using LSTM-based architectures...	12	Experimental	2	Jupyter Notebook
26	agroudiev/RNN-Text-Gen A small language model using a Recurrent Neural Network w/ LSTM to generate...	11	Experimental	3	Rust
27	iboraham/next-word-prediction Interactive web application for real-time next word prediction using n-gram...	11	Experimental	3	HTML
28	enockjamin01/autocode NLP LSTM model to predict python codes (Text prediction) (Tokenized special...	11	Experimental	—	Jupyter Notebook
29	MuntahaShams/Character-level-LSTM-Pytorch In this notebook, I'll construct a character-level LSTM with PyTorch. The...	11	Experimental	3	Jupyter Notebook
30	ankur-tutlani/SmartWordPredictor The SmartWordPredictor repository features advanced algorithms for...	11	Experimental	—	Python
31	ErdemNezihiAksu/turkish-ngram-model A Turkish language model using syllable and character based n-grams (1-gram,...	11	Experimental	—	Python
32	SM0311/next-word-prediction-app A Streamlit app for predicting the next word in a text sequence using an...	11	Experimental	—	Jupyter Notebook
33	harsharajb/Auto_Correct_Tool "Auto Correct Tool using Jupyter Notebook: An AI-powered notebook project...	10	Experimental	2	Jupyter Notebook
34	4bumuhammad/yellow-ai-nlp-komodo-7b-base by Dhony Abu Muhammad \| Documentation \| bahasa indonesia #LLM #ai #decoder...	10	Experimental	2	Python
35	Shubham-Singla259/New-Word-Predictor The "New Word Predictor" is a smart writing tool that helps you type faster...	10	Experimental	2	Jupyter Notebook
36	Arbazkhan-cs/Next-Word-Prediction 🔮 Next-Word-Prediction employs deep learning to predict the next word in a...	10	Experimental	2	Jupyter Notebook