Track Experiments with Jupyter Notebook

Combine SwanLab with Jupyter to get interactive visualizations without leaving the Notebook.

Install SwanLab in Notebook

!pip install swanlab -qqq

ps: -qqq is used to control the amount of output information during command execution and is optional.

Interact with SwanLab in Notebook

import swanlab

swanlab.init()
...
# In the Notebook, you need to explicitly close the experiment
swanlab.finish()

When initializing the experiment with swanlab.init, a "Display SwanLab Dashboard" button will appear at the end of the printed information:

Clicking this button will embed the SwanLab web page for the experiment in the Notebook:

Now, you can directly see the training process and interact with it in this embedded web page.