Tutorials

These tutorials walk through common workflows using hydra_tod. Complete Jupyter notebooks are available in the examples/ directory of the repository.

Single-TOD Analysis

The simplest use case: simulate a single telescope scan and run the Gibbs sampler to recover sky, gain, and noise parameters.

See notebook: examples/workflow_GS1.ipynb

Multi-TOD Analysis

Combine multiple scans (e.g., setting and rising) to jointly infer shared sky parameters with per-scan gain and noise parameters.

See notebook: examples/workflow_TODs_GS5_linear.ipynb

Flicker Noise Demonstration

Explore the properties of 1/f flicker noise: correlation functions, power spectral densities, and the effect of spectral index and knee frequency parameters.

See notebook: examples/flicker_noise_demonstration.ipynb