111 Open Source Markov Chain Software Projects
Free and open source markov chain code projects including engines, APIs, generators, and tools.
Text generation workbench, starting with Markov Chains. Play with text! Python, with a CLI and local Flask app.
Mccallofthewild Markov20 ⭐
⛓ A Crystal library for building Markov Chains and running Markov Processes.
Stathwang Fossil12 ⭐
Fusing Similarity Models with Markov Chains for Sparse Sequential Recommendation in R and Python
Twitter Bot Tutorial14 ⭐
A tutorial on how to make Twitter bots, including bots that generate messages by using Markov chains
Text Markov12 ⭐
Markov-chain based text generator for Raku language. Generate superficially real-looking text.
Presidential Rnn25 ⭐
Project 4 for Metis bootcamp. Objective was generation of character-level RNN trained on Donald Trump's statements using Keras. Also generated Markov chains, and quick pyTorch RNN as baseline. Attempted semi-supervised GAN, but was unable to test in time.
Python package to model clickstream data as a Markov chain. Inspired by R package clickstream.
Natural Language Processing Fundamentals32 ⭐
Use Python and NLTK to build out your own text classifiers and solve common NLP problems
Comments Generator59 ⭐
A Reddit bot that generates new context-aware comments using Markov chains trained from a set of given users or subreddits comments history.
Deep Learning Mahjong36 ⭐
Reinforcement learning (RL) implementation of imperfect information game Mahjong using markov decision processes to predict future game states
🦜 DISCOTRESS 🦜 is a software package to simulate and analyse the dynamics on arbitrary Markov chains
Porn Description Generator27 ⭐
Generates new porn descriptions based on an edited dataset of xhamster video descriptions uploaded between 2007-2016.
A fast, accurate, and modularized dimensionality reduction approach based on diffusion harmonics and graph layouts. Escalates to millions of samples on a personal laptop. Adds high-dimensional big data intrinsic structure to your clustering and data visualization workflow.
Parse a text corpus and generate sentences in the same style using context-free grammar combined with a Markov chain.
ParaMonte: Plain Powerful Parallel Monte Carlo and MCMC Library for Python, MATLAB, Fortran, C++, C.
The Minimal LZMA (minlzma) project aims to provide a minimalistic, cross-platform, highly commented, standards-compliant C library (minlzlib) for decompressing LZMA2-encapsulated compressed data in LZMA format within an XZ container, as can be generated with Python 3.6, 7-zip, and xzutils
Nlg Text Generation26 ⭐
This repository contains Natural Language Generation (NLG) models aimed on generating text of fairy tales (Markov Chain, LSTM neural network, GPT-2 Transformers).
D Pandisim16 ⭐
distributed pandemics simulator, uses the power of spark to generate huge bulks of contact-tracing data.
Hexavi8 Mathematical Modeling26 ⭐
A sharing of the learning process of mathematical modeling 数学建模常用工具模型算法分享：数学建模竞赛优秀论文，数学建模常用算法模型，LaTeX论文模板，SPSS工具分享。
Vietnamese Accent Prediction31 ⭐
A simple/fast/accurate accent prediction for non-accented Vietnamese text
Markov Sentence Correction15 ⭐
Markov Chains and Hidden Markov Models to generate and correct sentences
Nilsding Timeline13 ⭐
Takes tweets from a bot's followings and markovifies them. Ruby port of sneaksnake/timeline
Markov Twitter Bot12 ⭐
A shell for creating a node based twitter bot that uses markov chains to generate tweets
Dissecting Reinforcement Learning531 ⭐
Python code, PDFs and resources for the series of posts on Reinforcement Learning which I published on my personal blog
Ebooks Bot23 ⭐
google script that lives behind a spreadsheet. the spreadsheet enables anyone to make a markov twitter bot with zero knowledge of code.
Absorbing Markov Chains25 ⭐
Pure Python 2.7 implementation of solving Absorbing Markov Chains (no dependencies)
Markov Chain Gan76 ⭐
Code for "Generative Adversarial Training for Markov Chains" (ICLR 2017 Workshop)