GPD¶

Overview¶

gpd provides a lightweight earthquake picking adapter with the same waveform-to-pick interface used across the PyHazards earthquake benchmarks.

At a Glance¶

Hazard Family

Earthquake

Public catalog grouping used for this model.

Maturity

Implemented

Catalog maturity label used on the index page.

Tasks

Phase Picking

Benchmark Family

Earthquake Benchmark

Primary benchmark-family link used for compatible evaluation coverage.

Description¶

gpd provides a lightweight earthquake picking adapter with the same waveform-to-pick interface used across the PyHazards earthquake benchmarks.

This adapter is intended as a reproducible low-cost baseline rather than an exact port of every original training detail.

Benchmark Compatibility¶

Primary benchmark family: Earthquake Benchmark

Mapped benchmark ecosystems: pick-benchmark

External References¶

Paper: Generalized Seismic Phase Detection with Deep Learning | Repo: Repository

Registry Name¶

Primary entrypoint: gpd

Supported Tasks¶

Phase Picking

Programmatic Use¶

import torch
from pyhazards.models import build_model

model = build_model(name="gpd", task="regression", in_channels=3)
picks = model(torch.randn(4, 3, 256))
print(picks.shape)

Notes¶

The adapter keeps a simple two-output pick interface for shared evaluation.