University of Michigan - Ann Arbor

The plotly Python library is an interactive, open-source plotting library that supports over unique chart types covering a wide range of statistical, financial, geographic, and scientific graphs. Built on top of the Plotly JavaScript library, plotly enables python users to create interactive web-based visualizations. This library is sometimes referred to as "plotly.py" to differentiate it from the JavaScript library. 

Plotly

Plotly Documentation

The plotly.express module contains functions that can create entire figures at once. It is usually imported as px and is a built-in part of the plotly library. Thus to use this module, simply use the code snippet 
```
import plotly.express as px
```

Fundamentals Using Plotly Express

- Linear regression with scikit-learn and plotly
- Ordinary Least Square(OLS) with plotly.express
- 3D regression surface with px.scatter3d and go.Surface
- Prediction Error Plots

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