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 28 markov chain text generation tools tracked. The highest-rated is xga0/title_fix at 37/100 with 1 stars and 39 monthly downloads.

Get all 28 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	xga0/title_fix Intelligent title case converter with multiple citation styles (APA,...	37	Emerging	1	Python
2	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	35	Emerging	38	TypeScript
3	mb-14/gomarkov Markov chains in golang	35	Emerging	380	Go
4	takuti/twitter-bot :ghost: Markov chain-based Japanese twitter bot	28	Experimental	13	Ruby
5	aonemd/margopher Random Text Generator	27	Experimental	42	Go
6	portasynthinca3/markov Text generation library for Elixir/Erlang based on Markov chains	25	Experimental	5	Elixir
7	PhantomInsights/comments-generator A Reddit bot that generates new context-aware comments using Markov chains...	24	Experimental	72	Python
8	Stassi/markovian-nlp NLP tools generate Markov sentences & models.	24	Experimental	2	JavaScript
9	syzer/twitter-marketing-bot Marketing tool for twitter	24	Experimental	6	JavaScript
10	Jord-JD/AutoTwit A customisable Twitter bot that uses Markov chains and tries to act human	22	Experimental	1	Java
11	Qwuke/Twaiku An accidental haiku identifier utilizing the twitter api, the CMU...	18	Experimental	5	Java
12	wang0324/MarkovTextGeneration Automatic Text Generator using Markov chains. "Train" the generator by...	16	Experimental	4	Java
13	mccallofthewild/markov ⛓ A Crystal library for building Markov Chains and running Markov Processes.	15	Experimental	20	Crystal
14	aligh993/Auto-Title Auto Title – Intelligent Title Generation from Text	15	Experimental	—	Python
15	JPaulDuncan/malarky Marlarky is a faker-like library and CLI that produces grammatically correct...	14	Experimental	—	TypeScript
16	paradite/techspeak :page_with_curl: Generate random sentences with tech terms	14	Experimental	13	JavaScript
17	JiachenRen/auto-pgen A program that helps you complete your homework that is due the next class.	13	Experimental	5	Java
18	ValiceAn/Markov-Snake So, how do Markov chains relate to the snake?	13	Experimental	2	JavaScript
19	moraesvic/neologism-generator Use dictionaries from several languages to create new words, by applying a...	12	Experimental	3	C
20	hexacta/markov-chain Create, update and run Markov chain models for text generation	12	Experimental	4	JavaScript
21	Etwas-Builders/Twitter-Source-Bot Ever wanted to know the source of a tweet? Just @whosaidthis_bot and I'll...	12	Experimental	15	JavaScript
22	ianchute/trump-tweeter Tweeting like Trump - Generating Trump-like tweets using Stacked LSTMs	11	Experimental	2	Jupyter Notebook
23	cohencoo/tf-titling Lightweight, deterministic chat title generator using term frequency; zero...	11	Experimental	—	HTML
24	sanglantes/hearsay Authorship attribution bot for IRC written in Go.	11	Experimental	—	Go
25	hakula139/Trump-bot A simple Twitter bot which tries to mimic Donald Trump	11	Experimental	2	Python
26	ayus1234/Markov-Chain-Text-Generator A simple implementation of a Markov chain text generator that can work at...	11	Experimental	—	Python
27	arthurbrenno/markovener An amazing open-source engine for english text generation using Markov...	10	Experimental	1	Java
28	clarkedb/markov-language-model A "small" language model using Markov Chains for text generation	10	Experimental	1	—