Module: TeaLeaves

Defined in:: lib/tealeaves.rb,
lib/tealeaves/forecast.rb,
lib/tealeaves/moving_average.rb,
lib/tealeaves/naive_forecast.rb,
lib/tealeaves/seasonal_components.rb,
lib/tealeaves/brute_force_optimization.rb,
lib/tealeaves/exponential_smoothing_forecast.rb,
lib/tealeaves/single_exponential_smoothing_forecast.rb

Defined Under Namespace

Modules: ArrayMethods Classes: BruteForceOptimization, ExponentialSmoothingForecast, Forecast, MovingAverage, NaiveForecast, SeasonalComponents, SingleExponentialSmoothingForecast

Class Method Summary collapse

Class Method Details

.forecast(time_series, period, periods_ahead = nil) ⇒ `Object`



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# File 'lib/tealeaves.rb', line 14

def self.forecast(time_series, period, periods_ahead=nil)
  optimal_model(time_series, period).predict(periods_ahead)
end

.optimal_model(time_series, period) ⇒ `Object`



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# File 'lib/tealeaves.rb', line 10

def self.optimal_model(time_series, period)
  BruteForceOptimization.new(time_series, period).optimize
end