bartfrenk / homunculus

A clojure library for sequential learning

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Homunculus

Clojure library for sequential learning algorithms. Currently includes:

  • sequential estimators for the mean and the standard deviation,
  • beta conjugate priors for Bernoulli variables,
  • strategies for bandit-type problems:
    • random probability matching, greedy and epsilon-greedy for the classical multi-armed bandit setting.

Installation

Clone the repository.

About

A clojure library for sequential learning

License:Eclipse Public License 1.0


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Language:Clojure 100.0%