REPRODUCIBLE EXAMPLES

One workflow, 25 concrete adapters.

Every dataset page now shows its official source layout, exact prepare command, inspection snippet, primary output array, expected shape, and dataset-specific caveat.

CHOOSE A RELEASE

Dataset-specific walkthroughs

The examples use official filenames and directory conventions; the original bytes remain with their creators.

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PIPELINE FIXTURE

Synthetic resampling example

This small fixture tests interpolation and the output contract without downloading research data.

python -m wifi_datahub standardize \
  --input examples/data/synthetic_csi.csv \
  --output examples/data/standardized/synthetic_csi.npz \
  --dataset-id synthetic-demo --sample-rate 100 --duration 4

OUTPUT CONTRACT

NPZ arrays

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Why relative dB?

Commodity CSI usually lacks an absolute calibration. WiSenseHub reports power relative to the median valid sample and never relabels arbitrary CSI amplitude as dBm.