Would be nice to have a set of features that dumps the events file from tensorflow and plots them in the matplotlib format.

With this feature, our tensorboard reports would be more paper appeal. We can iterate over them with this function here.

tf.train.summary_iterator(/PATH/TO/EVENTS/FILE)

We can even think to have our own tensorboard with "matplotlib backend", where each summary is dumped in a PDF page. I don't know if this fits better here or in a package by itself.