Development documentation · 0.2.7 12b76261 · Intro examples tested with 0.2.4 · 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
GUI transition

Install and use the standalone pyaggui project when you have repository access.

Graphical User Interface (Standalone pyaggui Project)

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
Monitoring & events

Long-term trends, event catalog correlation, and chunked streaming workflows.

Monitoring and Event Workflows
Calibration & units

Frequency-dependent calibration transfer functions and physical unit contracts.

Calibration and Physical Units
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