Ben Chuanlong Du's Blog

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Best Way of Using HoloViews

Comments

  1. DataFrame.hvplot (via the Python package hvplot) is the most convenient way to use HoloViews.

  2. If you want to use HoloViews directly, it is better to create a HoloViews.Dataset object and use it for visualization.

  3. The groupby option generates a plot with a dropdown list for interactively showing plots of different groups. You can overlay plots of different groups together on the same plot simplify by calling the .overlay()

Python Modules for Visualization

Things on this page are fragmentary and immature notes/thoughts of the author. Please read with your own judgement!

The website The Python Graph Gallery displays hundreds of charts, always providing the reproducible python code! It aims to showcase the awesome dataviz possibilities of python and to help you benefit …

Visualization for AI Concepts

Things on this page are fragmentary and immature notes/thoughts of the author. Please read with your own judgement!

Tools for (approximately) visualizing the architures of existing neural networks or for visualizing the traing process (training/validation loss/accuracy, activation, etc.) are extremely helpful! TensorBoard is one of the best …

Visualization Using Plotly

Things on this page are fragmentary and immature notes/thoughts of the author. Please read with your own judgement!

https://plot.ly/python/offline/

  1. plotly works out-of-box in RStudio, however, not in rmakrdown. This is due to account setup issues. Use plotly in offline mode solves the problem.