This repo has some Python functions that make creating interactive visualizations using the Plotly framework very simple. Currently, the functions included can handle the following:
- Scatter Plots
- Marginal distributions for the scatter plots are included!
- Bar charts
- These charts can adapt based on variables fed in to become histograms as well!
- Control Charts Formatted for ADTK
- Anomaly Detection repo can be found here
- Line charts
This repo has an OOP/Class structure with documentation written in Sphinx (seen in the docs/ folder).
Install plotly to your Python environment:
pip install plotly
Then you can import the functions as needed for creating interactive visualizations.