agatan / go-bandithttp

Multi-Armed Bandit Problem on HTTP servers

bandithttp: Multi-Armed Bandit Problem on HTTP servers.

NOTE: This is just an experimental project.

bandithttp provides algorithms and utilities for multi-armed bandit problem with http package.

Example

urlA, _ := url.Parse("https://foo.example.com")
urlB, _ := url.Parse("https://bar.example.com")
exp := &bandithttp.Experiment{
	Name:      "TheExperiment",
	Algorithm: bandithttp.EpsilonGreedy(0.1),
	Arms:      []*bandithttp.Arm{
		{Name: "foo", Handler: httputil.NewSingleHostReverseProxy(urlA)},
		{Name: "bar", Handler: httputil.NewSingleHostReverseProxy(urlB)},
	},
}
http.ListenAndServe(":8080", exp)