DataCompressionDocsAbout
Docs

How it works, one step at a time.

Pick a topic. Each one is a short stepper on real or planted data, and every number on it is recomputed in your browser and checked against the library it describes.

Timeseries compression

/docs/timeseries-compression

How a window of a series becomes a short vector: the Haar pyramid built by hand on real hours, and what the vector keeps.

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Finding leading signals

/docs/leading-signals

Which series move first, checked on a world with a planted answer: surprises, lag profiles, a shortlist of thousands, a held-out year.

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Geospatial querying

/docs/geospatial-querying

How the series round a place become one array for training: a circle on the ground, stations and grid cells, two places side by side.

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Graph models

/docs/graph-models

How stations become a graph: every station draws a circle, the stations inside it become its links, and a slider shows the whole web change with the radius.

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