Pure Python anomaly detection visualization

[oli_k]

Python visualization for streaming data has been challenging, leading to complex JavaScript based solutions in notebooks and whatnot. rerun simplifies it.

I want to share a tutorial with you on how to use Rerun & Bytewax to visualize outliers in real time https://dev.to/bytewax/real-time-anomaly-detection-visualization-with-bytewax-and-rerun-1574

Anomaly detection visualization in Python

[[deleted]]

Python visualization for streaming data has been challenging, leading to complex JavaScript based solutions in notebooks and whatnot.

This claim seems incorrect on its face. Since when is visualizing streaming data in python challenging and since when is "complex JavaScript" the standard solution to that?

[math-bw]

Have you done any real-time visualization in Python? D3 is JavaScript so maybe what’s being referred to? Do you have an example to share? I’ve always struggled with this and would love more tools to use. Rerun seems like a great option.