0.1.0.Final

I'm happy to announce first release of Hawkular Data Mining. This release contains several time series models and utility classes for time series manipulation.

Core functionality:

Time series models

• Simple exponential smoothing
• Double exponential smoothing (Holt's linear trend)
• Seasonal triple exponential smoothing (Holt Winters)
• Simple moving average (Weighted moving average)
• AutomaticForecaster - which automatically selects the best model
• Parameters of all models are estimated using maximum likelihood estimation and models are designed for online learning

Time series manipulation & Statistics

• Augmented Dickey-Fuller test
• Autocorrelation function (ACF)
• Time series decomposition
• Time series lagging
• Time series differencing
• Automatic period identification