PlotterFI

class Dock2D.Utility.PlotterFI.PlotterFI(experiment=None, logfile_savepath='Log/losses/FI_loss/')

__init__(experiment=None, logfile_savepath='Log/losses/FI_loss/')

Initialize paths and filename prefixes for saving plots.

Parameters

• experiment – current experiment name

• logfile_savepath – path to load and save data and figs

plot_deltaF_distribution(filename=None, plot_epoch=None, xlim=250, binwidth=1, show=False, save=True, plot_pub=False)

Plot the labeled free energies of interacting and non-interacting shape pairs as a histogram, with a vertical line demarcating the learned F_0 interaction decision threshold, if applicable.

Parameters

• filename – specify the file to load, default of None sets filename to match the project convention

• plot_epoch – epoch of training/evalution to plot

• xlim – absolute value lower limit of the x-axis.

• binwidth – histogram bin width

• show – show the plot in a window

• save – save the plot at specified path

Returns

plot_loss(show=False, save=True, plot_combined=False)

Plot the current fact-of-interaction (FI) experiments loss curve. The plot will plot all epochs present in the log file.

Parameters

• show – show the plot in a window

• save – save the plot at specified path