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Piecewise Regression Implementation

1 post · Jul 2017

What this trail covers

Datadog developed a system for implementing piecewise linear regression, a technique used to model data that exhibits different linear trends across different ranges. The implementation involves visualizing raw data, demonstrating the evolution of regression segments, and calculating the cost associated with different segmentation points. The interactive visualization allows users to explore how the model adapts to the data and identify optimal segmentation.

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