Photo-electron pulse extraction: fast PMT/SiPM waveform charge & timing extraction for Python.

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Project description

phepex — photo-electron pulse extraction

Fast numeric kernels for extracting charge and timing from digitised PMT/SiPM waveforms (e.g. Cherenkov telescopes or Water Cherenkov Detectors): pole-zero deconvolution + upsampling, neighbour-sum peak finding, soft clipping, window integration and leading-edge timing — plus a fast waveform generator for testing.

The heavy lifting runs in a compiled extension; import phepex needs only numpy.

Install

pip install phepex

Usage

import phepex
# phepex.deconvolve, phepex.pos_soft_clip, phepex.neighbor_peak_indices,
# phepex.extract_around_peak, phepex.adaptive_centroid, phepex.generate_waveforms

The ctapipe-integrated phepex.extractor.FastFlashCamExtractor — a drop-in accelerating ctapipe's FlashCamExtractor (typically ~5× faster end-to-end, with bit-exact / ~1e-7 agreement on signal pixels) — lives in a separate submodule imported on demand. It needs the bench extra:

pip install phepex[bench]      # pulls in ctapipe

Documentation

Full API documentation is published to https://phepex.github.io/phepex/.

License

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felix.werner

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This version

0.1.0

Jul 21, 2026

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phepex — photo-electron pulse extraction

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