All functions

FTRL()

Implementation of FTRL (Follow The Regularized Leader)

check_loss()

Function to check validy of provided loss function

check_matrix()

Function to check and modify the input class and type

electric_load

Electricity forecasting data set

loss()

Errors suffered by a sequence of predictions

mixture() print(<mixture>) summary(<mixture>)

Compute an aggregation rule

oracle()

Compute oracle predictions

plot_ridge_weights() plot_weights() boxplot_weights() plot_dyn_avg_loss() plot_cumul_res() plot_avg_loss() plot_contrib()

Functions to render dynamic mixture graphs using rAmCharts

plot(<mixture>)

Plot an object of class mixture

plot(<oracle>)

Plot an aggregation procedure

plt_oracle_convex()

Functions to render dynamic oracle graphs using rAmCharts

predict(<mixture>)

Predict method for Mixture models

seriesToBlock() blockToSeries()

Convert a 1-dimensional series to blocks