Logging interactive visualizations#
Neptune can render Matplotlib, Altair, Bokeh, and Plotly outputs as interactive visualizations.
You can also log and display HTML files interactively (see Logging HTML).
Logging Matplotlib figures#
By default, Neptune logs Matplotlib figures as static images.
You can use
File.as_html() to log the figure as an interactive visualization instead.
For a more detailed example, see Working with Matplotlib.
Plotly is not compatible with the latest Matplotlib (3.5.0+) due to the fact that
mpl_to_plotly() uses deprecated Matplotlib functionalities.
Logging Altair, Bokeh, and Plotly figures#
You can upload figures from these graphing libraries as any other file:
For a more detailed example, see Working with Altair.
For a more detailed example, see Working with Bokeh.