Development documentation · 0.2.3 30c2f8ba · Intro examples tested with 0.2.3 · Version details · Known limitations

How-to guides#

Goal-oriented recipes. These pages assume you already know the basics (see the tutorials) and answer the question “how do I accomplish X?”.

Data and formats#

Reading & writing data

Supported file formats and direct .read() / .write() paths.

Read and write data
Interop & conversion

Convert to and from external libraries with to_*() / from_*().

Convert scientific Python objects
Time & GPS utilities

Convert between GPS, UTC, and human-readable times.

GPS Time Utility Functions (gwexpy.time)

Tools and operations#

Troubleshooting

Diagnose and fix common problems.

Troubleshooting
Migration

Upgrade notes and breaking changes between releases.

Migrating Between GWexpy Versions

Technique recipes#

Task-focused notebooks grouped by analysis domain. Each card opens a small gallery of worked recipes.

Containers & matrices

Matrix and field containers that extend GWpy’s series types.

Containers & matrices
Spectral & time-frequency

Spectrograms, Hilbert-Huang, peak detection and method comparison.

Spectral & time-frequency
Fitting & statistics

Curve fitting, ARIMA, decomposition and non-Gaussian statistics.

Fitting & statistics
Control & modeling

Resonance, feedback, discretization and plant modeling.

Control & modeling
Coupling & correlation

Track contributions across auxiliary channels and fields.

Coupling & correlation
Segments & tables

Build, visualize and analyze data-quality segments and tabular results.

Segments & tables
Visualization

Map plotting, plus a worked interop-conversion walkthrough.

Visualization

Case studies#

Case-study gallery

A gallery of complete, real-world analyses you can adapt.

Case studies