Julia code for rudimentary emoji prediction

emoji_prediction.jl

using Microprediction
using Distributions

write_config = Microprediction.Config("66a78936 YOUR KEY HERE 6482eb36249a")
test_stream_name = "emojitracker-twitter-grinning_face_with_smiling_eyes.json"

function make_sample()
values = Microprediction.get_lagged_values(write_config, test_stream_name)
good_values = values[1:50]
distribution = fit(Poisson, convert(Array{Int64}, good_values))
samples = rand(distribution, write_config.numPredictions)
Microprediction.submit(write_config, test_stream_name,
convert(Array{Float64}, samples))
println("Sending samples")
println(samples)
end

while true
make_sample()
sleep(60)
end