Tool to generate text from Markov's chains, phrase generator based on calculated frequencies and randomness.
Text Generator (Markov Chain) - dCode
Tag(s) : Data Processing
dCode is free and its tools are a valuable help in games, maths, geocaching, puzzles and problems to solve every day!
A suggestion ? a feedback ? a bug ? an idea ? Write to dCode!
Text Generator (Markov Chain)
Markov Chain Text Generator
Answers to Questions (FAQ)
What are Markov chains for text? (Definition)
Markov Chains allow the prediction of a future state based on the characteristics of a present state. Suitable for text, the principle of Markov chain can be turned into a sentences generator.
How does Markov chain works for text generation?
The generator analyzes the words and their probability of occurrence of two consecutive words. It then generates chains of words that are probably related. The generation is completely randomized and based on the associations' probabilities of each word.
Example: In the senstence 'the raven and the fox', the word the has a 50% chance of being followed by raven and 50% chance of being followed by fox, while the word and has a 100% chance of being followed by the.
Parameters
The number of words per sentence counts the words of 3 letters and more and thus ignores stop-words. This parameter is an average value, some sentences will be longer and others shorter.
How to obtain a text with a real meaning?
The sentences generated by the text generator are often meaningless but seem to follow the grammar of the used language.
To get better sentences, use artificial intelligences based on natural language semantics (ChatGPT, etc.), these AIs use the principle of Markov chains to determine the next word.
Source code
dCode retains ownership of the "Text Generator (Markov Chain)" source code. Except explicit open source licence (indicated Creative Commons / free), the "Text Generator (Markov Chain)" algorithm, the applet or snippet (converter, solver, encryption / decryption, encoding / decoding, ciphering / deciphering, breaker, translator), or the "Text Generator (Markov Chain)" functions (calculate, convert, solve, decrypt / encrypt, decipher / cipher, decode / encode, translate) written in any informatic language (Python, Java, PHP, C#, Javascript, Matlab, etc.) and all data download, script, or API access for "Text Generator (Markov Chain)" are not public, same for offline use on PC, mobile, tablet, iPhone or Android app!
Reminder : dCode is free to use.
Cite dCode
The copy-paste of the page "Text Generator (Markov Chain)" or any of its results, is allowed (even for commercial purposes) as long as you credit dCode!
Exporting results as a .csv or .txt file is free by clicking on the export icon
Cite as source (bibliography):
Text Generator (Markov Chain) on dCode.fr [online website], retrieved on 2024-10-22,
