Neptune-plotly Integration

This integration lets you log interactive charts generated in plotly, like confusion matrix or distribution, in Neptune.

Follow these steps:

0. Create an experiment:

   import neptune
   
   neptune.init(api_token='ANONYMOUS',project_qualified_name='shared/showroom')
   neptune.create_experiment()
   

1. Create and log plotly figures into Neptune:

   import plotly.express as px
   
   df = px.data.tips()
   plotly_fig = px.histogram(df, x="total_bill", y="tip", color="sex", marginal="rug",
                      hover_data=df.columns)
   

   from neptunecontrib.api import log_chart
   
   log_chart(name='plotly_figure', chart=plotly_fig)
   

2. Explore the results in the Neptune dashboard:

Check out this experiment in the app.