# initialize once
set_recorder(my_value=LinePlot())

# add values to plot from anywhere in code
for _ in range(10):
    record(my_value=random())

# axis labels
set_recorder(labeled=LinePlot(xlabel="Episode", ylabel="Score"))

# additional filtered values (window filter)
set_recorder(filtered=FilteredLinePlot(filter_size=50))

# maximum history length
set_recorder(detail=LinePlot(max_length=50))

# downsampled values (record mean of every filter_size values)
set_recorder(downsampled=DownsampledLinePlot(filter_size=5))

# multiple curves for recording 1d-array values
set_recorder(multiple=FilteredLinePlot(filter_size=50))

# heatmap for recording 1d-array values
set_recorder(heatmap=Heatmap())

# minimum update period (limit update rate for better performance)
set_update_period(0.5)  # [seconds]

# set number of columns
set_num_columns(2)