Merges all the fits and returns a single dataframe containing the base 10 log of loss, time and iteration of all the solver fits provided.

Merges all the fits and returns a single dataframe containing the base 10 log of loss, time and iteration of all the solver fits provided.

mergeFits(fits, cutoff_time = 10000)

Arguments

fits	List of outputs of any of the algorithms (FISTA, ADMM etc)
cutoff_time	If any of the solvers run for time longer than 'cutoff_time', their output is considered only until 'cutoff_time'. This is done to avoid skewed plots due to one of the solvers taking huge time. Default value is 10000s