Markov Chain Text Generation NLP Tools

Tools for generating text using Markov chain models and n-gram based approaches. Does NOT include other statistical language models, neural network-based text generation, or machine translation systems.

There are 30 markov chain text generation tools tracked. The highest-rated is linonetwo/template-based-generator-template at 42/100 with 38 stars.

Get all 30 projects as JSON

curl "https://pt-edge.onrender.com/api/v1/datasets/quality?domain=nlp&subcategory=markov-chain-text-generation&limit=20"

Open to everyone — 100 requests/day, no key needed. Get a free key for 1,000/day.

#	Tool	Score	Tier	Stars	Language
1	linonetwo/template-based-generator-template 基于模板的文本生成器的模板，模生模，凤生凤，老鼠的儿子会打洞。本地启动：npm i && npm run dev:demo	42	Emerging	38	TypeScript
2	mb-14/gomarkov Markov chains in golang	42	Emerging	380	Go
3	xga0/title_fix Intelligent title case converter with multiple citation styles (APA,...	39	Emerging	1	Python
4	takuti/twitter-bot :ghost: Markov chain-based Japanese twitter bot	35	Emerging	13	Ruby
5	aonemd/margopher Random Text Generator	34	Emerging	42	Go
6	portasynthinca3/markov Text generation library for Elixir/Erlang based on Markov chains	32	Emerging	5	Elixir
7	PhantomInsights/comments-generator A Reddit bot that generates new context-aware comments using Markov chains...	31	Emerging	72	Python
8	syzer/twitter-marketing-bot Marketing tool for twitter	31	Emerging	6	JavaScript
9	Jord-JD/AutoTwit A customisable Twitter bot that uses Markov chains and tries to act human	29	Experimental	1	Java
10	Stassi/markovian-nlp NLP tools generate Markov sentences & models.	27	Experimental	2	JavaScript
11	Qwuke/Twaiku An accidental haiku identifier utilizing the twitter api, the CMU...	25	Experimental	5	Java
12	wang0324/MarkovTextGeneration Automatic Text Generator using Markov chains. "Train" the generator by...	23	Experimental	4	Java
13	mccallofthewild/markov ⛓ A Crystal library for building Markov Chains and running Markov Processes.	22	Experimental	20	Crystal
14	paradite/techspeak :page_with_curl: Generate random sentences with tech terms	21	Experimental	13	JavaScript
15	JiachenRen/auto-pgen A program that helps you complete your homework that is due the next class.	20	Experimental	5	Java
16	moraesvic/neologism-generator Use dictionaries from several languages to create new words, by applying a...	19	Experimental	3	C
17	Etwas-Builders/Twitter-Source-Bot Ever wanted to know the source of a tweet? Just @whosaidthis_bot and I'll...	19	Experimental	15	JavaScript
18	ValiceAn/Markov-Snake So, how do Markov chains relate to the snake?	19	Experimental	2	JavaScript
19	ianchute/trump-tweeter Tweeting like Trump - Generating Trump-like tweets using Stacked LSTMs	18	Experimental	2	Jupyter Notebook
20	clarkedb/markov-language-model A "small" language model using Markov Chains for text generation	17	Experimental	1	—
21	arthurbrenno/markovener An amazing open-source engine for english text generation using Markov...	17	Experimental	1	Java
22	aligh993/Auto-Title Auto Title – Intelligent Title Generation from Text	15	Experimental	—	Python
23	mwt/econ-ipsum A Laurem Ipsum generator that uses words from Economics journals	15	Experimental	12	HTML
24	hakula139/Trump-bot A simple Twitter bot which tries to mimic Donald Trump	11	Experimental	2	Python
25	sanglantes/hearsay Authorship attribution bot for IRC written in Go.	11	Experimental	—	Go
26	cohencoo/tf-titling Lightweight, deterministic chat title generator using term frequency; zero...	11	Experimental	—	HTML
27	JPaulDuncan/malarky Marlarky is a faker-like library and CLI that produces grammatically correct...	11	Experimental	—	TypeScript
28	ayus1234/Markov-Chain-Text-Generator A simple implementation of a Markov chain text generator that can work at...	11	Experimental	—	Python
29	Ilikepizza2/Premchand-NLP A natural language processing model trained on Munshi Premchand's stories....	10	Experimental	2	Jupyter Notebook
30	roma-glushko/seth-godin-sentance-generator Sentence Generator in Seth Godin's style 🎤	10	Experimental	2	Jupyter Notebook