Plot Tensorflow Summary Event in a Beautiful Way 🌈
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README.md
beautify.py

README.md

Tensorboard2Seaborn 🌈

Plot Tensorflow event in a beautiful way (using seaborn actually) instead of using Tensorboard. Currently this repo will plot all the scalars store by tf.summary().

Requirement

  • Tensorflow
  • python 2.7
  • matplotlib
  • seaborn

Usage

Read and plot tf event

python beautify.py --logdir=./logdir --smooth=100 --color=#4169E1
  • logdir: logdir to event file
  • smooth: step size for average smoothing
  • color: pick a color you like :)

Example

After

Before

Reference