Prevent clearing of output other than the livelossplot graph about livelossplot HOT 4 OPEN

There's a workaround: jupyter-widgets/ipywidgets#1744

Basically have one cell with the following:

from ipywidgets import Output
OUTPUT_CONTEXT = Output()
display(OUTPUT_CONTEXT)

and wrap liveloss.draw() in the context:

[...]
with OUTPUT_CONTEXT:
    liveloss.draw()
[...]

The disadvantage is that the plots appear in a separate cell and above the training loop, but my tqdm bars are showing just fine (and not being cleared).

from livelossplot.

@pinouchon I am aware of this "feature". I mean, for Keras outputs it works for me - I can get a progress bar but avoid getting a wall of logs.

For other applications - well, I would love to learn if there is a workaround.

from livelossplot.

The thread that motivated me to write livelossplot https://www.reddit.com/r/MachineLearning/comments/65jelb/d_live_loss_plots_inside_jupyter_notebook_for/ discusses various ways of clearing plots. Unless I miss something, I don't see a solution.

Some HTML-based techniques (with direct interactions with cell) may help - i.e. removing the previous version from HTML level.

from livelossplot.

With @Bartolo1024 we made a substantial rewrite, to allow custom operations before plotting, after each metrics subplot, and after all plots (starting from release 0.5.2). See #73 and https://github.com/stared/livelossplot/blob/master/examples/various_options.ipynb.

Is it possible with the current setup, or some other changes are needed?

from livelossplot.