Python code, PDFs and resources for the series of posts on Reinforcement Learning which I published on my personal blog

An automated subreddit with posts created using markov chains

Generate passwords with Alfred

An Automata Learning Library Written in Python

An open source soccer/football manager game

Comparative Genomics Toolkit 3

Twitch Bot for generating messages based on what it learned from chat

Markov Chains and Hidden Markov Models in Python

A library for discrete-time Markov chains analysis.

Statistical analysis and visualization of state transition phenomena

Code for "Generative Adversarial Training for Markov Chains" (ICLR 2017 Workshop)

Discrete, Gaussian, and Heterogenous HMM models full implemented in Python. Missing data, Model Selection Criteria (AIC/BIC), and Semi-Supervised training supported. Easily extendable with other types of probablistic models.

Generative Chinese poetry

A Reddit bot that generates new context-aware comments using Markov chains trained from a set of given users or subreddits comments history.

音乐创作工具(基于马尔科夫链的和弦预测算法)

Generates new porn descriptions based on an edited dataset of xhamster video descriptions uploaded between 2007-2016.

Self-contained, minimalistic implementation of a language model that generates coherent and normal sounding names. It uses an input dataset of names and probability distribution to generate new names based on the sequences of four characters.

Clustering with variational Bayes and population Monte Carlo

Error propagation and statistical analysis for Monte Carlo simulations in lattice QCD and statistical mechanics using autograd.

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